diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_0/index_tensor([776, 776])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_0/index_tensor([776, 776])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..576a3a5106d2a4b9f078cae67bd1652c4d1584f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_0/index_tensor([776, 776])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "crane shot begins from a low angle, close to the ocean's surface, then steadily and powerfully advances, closely following an advanced unmanned patrol vessel as it races across a turbulent, inky ocean. The vessel boasts a streamlined, aerodynamic design, constructed from a matte gray carbon fiber composite. Its sharp, wave-piercing bow slices through the oncoming waves at breakneck speed. Each impact unleashes an explosion of white spray, sending countless droplets flying into the frigid air at high speed. These droplets instantly condense into a shimmering mist of ice crystals, perfectly capturing the explosive power and extreme speed characteristic of sports photography. Against a sky shrouded in thick, dark clouds, a diffuse, cold light accentuates the rigid contours of the vessel and the dynamic impact of the waves. The dominant tones of deep blue, cool gray, and dazzling white create a visual impact of tension, raw power, and unstoppable force as the camera zooms in and finally focuses on the vessel's bow cutting through the waves.", + "seed": 23861, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_0/index_776_seed_23861_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09640829851850867, + "vlm_logprob": -0.09640829851850867, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.09640829851850867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08074993640184402 + ], + "opposite_logprob_tokens": [ + -2.705749988555908 + ], + "logprob_reward": -0.08074993640184402, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08074993640184402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13358202576637268, + 0.06527538597583771, + 0.06137532368302345, + 0.16901251673698425, + 0.09816084057092667, + 0.09653093665838242, + 0.1456509679555893, + 0.048782091587781906, + 0.11667805910110474, + 0.06495190411806107 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.08074993640184402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3487791121006012 + ], + "opposite_logprob_tokens": [ + -1.2237790822982788 + ], + "logprob_reward": -0.3487791121006012, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3487791121006012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11199430376291275, + 0.1326858401298523, + 0.036070406436920166, + 0.10871016979217529, + 0.15457037091255188, + 0.11632204055786133, + 0.06752470135688782, + 0.03888003155589104, + 0.13255806267261505, + 0.10068406164646149 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.3487791121006012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195652678608894 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195652678608894, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195652678608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1271694153547287, + 0.10754523426294327, + 0.06870106607675552, + 0.06343936920166016, + 0.2161601483821869, + 0.1121000126004219, + 0.041404351592063904, + 0.04705612733960152, + 0.06929374486207962, + 0.14713051915168762 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.014195652678608894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634828772395849 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634828772395849, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634828772395849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14704886078834534, + 0.06847026199102402, + 0.0854216143488884, + 0.10867046564817429, + 0.28127652406692505, + 0.08375723659992218, + 0.06681026518344879, + 0.07305574417114258, + 0.04567032679915428, + 0.03981868550181389 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.004634828772395849 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336819626390934 + ], + "opposite_logprob_tokens": [ + -3.408681869506836 + ], + "logprob_reward": -0.0336819626390934, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336819626390934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09775412827730179, + 0.10925860702991486, + 0.11496109515428543, + 0.06078121438622475, + 0.10233386605978012, + 0.1287800371646881, + 0.0689285472035408, + 0.09231437742710114, + 0.08291517198085785, + 0.14197298884391785 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.0336819626390934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "crane shot begins from a low angle, close to the ocean's surface, then steadily and powerfully advances, closely following an advanced unmanned patrol vessel as it races across a turbulent, inky ocean. The vessel boasts a streamlined, aerodynamic design, constructed from a matte gray carbon fiber composite. Its sharp, wave-piercing bow slices through the oncoming waves at breakneck speed. Each impact unleashes an explosion of white spray, sending countless droplets flying into the frigid air at high speed. These droplets instantly condense into a shimmering mist of ice crystals, perfectly capturing the explosive power and extreme speed characteristic of sports photography. Against a sky shrouded in thick, dark clouds, a diffuse, cold light accentuates the rigid contours of the vessel and the dynamic impact of the waves. The dominant tones of deep blue, cool gray, and dazzling white create a visual impact of tension, raw power, and unstoppable force as the camera zooms in and finally focuses on the vessel's bow cutting through the waves.", + "seed": 23862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_0/index_776_seed_23862_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07910024941666052, + "vlm_logprob": -0.07910024941666052, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.07910024941666052, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09837622195482254 + ], + "opposite_logprob_tokens": [ + -2.4733762741088867 + ], + "logprob_reward": -0.09837622195482254, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09837622195482254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09371870756149292, + 0.05334821343421936, + 0.05445379763841629, + 0.12102703005075455, + 0.11424145102500916, + 0.09930278360843658, + 0.057055216282606125, + 0.07114164531230927, + 0.26378560066223145, + 0.07192552834749222 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.09837622195482254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814657688140869 + ], + "opposite_logprob_tokens": [ + -1.406465768814087 + ], + "logprob_reward": -0.2814657688140869, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814657688140869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11640340834856033, + 0.06631867587566376, + 0.03453097492456436, + 0.06456615775823593, + 0.18406511843204498, + 0.09698808193206787, + 0.10057968646287918, + 0.100684255361557, + 0.120634064078331, + 0.11522955447435379 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.2814657688140869 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252727307379246 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252727307379246, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252727307379246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09458015114068985, + 0.11068283766508102, + 0.021305372938513756, + 0.04693298414349556, + 0.05867357179522514, + 0.10508956760168076, + 0.28477731347084045, + 0.08256464451551437, + 0.1304241567850113, + 0.06496945023536682 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.005252727307379246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006320862448774278 + ], + "opposite_logprob_tokens": [ + -7.375632286071777 + ], + "logprob_reward": -0.0006320862448774278, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006320862448774278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13944466412067413, + 0.07775075733661652, + 0.03416094183921814, + 0.04569192975759506, + 0.07160699367523193, + 0.05777310952544212, + 0.09845326095819473, + 0.06791578978300095, + 0.31195855140686035, + 0.09524393081665039 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0006320862448774278 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977444276213646 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.00977444276213646, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977444276213646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11137331277132034, + 0.07687301188707352, + 0.04233229532837868, + 0.09334270656108856, + 0.06037769094109535, + 0.08480202406644821, + 0.049490153789520264, + 0.12715333700180054, + 0.25026002526283264, + 0.10399549454450607 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.00977444276213646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "crane shot begins from a low angle, close to the ocean's surface, then steadily and powerfully advances, closely following an advanced unmanned patrol vessel as it races across a turbulent, inky ocean. The vessel boasts a streamlined, aerodynamic design, constructed from a matte gray carbon fiber composite. Its sharp, wave-piercing bow slices through the oncoming waves at breakneck speed. Each impact unleashes an explosion of white spray, sending countless droplets flying into the frigid air at high speed. These droplets instantly condense into a shimmering mist of ice crystals, perfectly capturing the explosive power and extreme speed characteristic of sports photography. Against a sky shrouded in thick, dark clouds, a diffuse, cold light accentuates the rigid contours of the vessel and the dynamic impact of the waves. The dominant tones of deep blue, cool gray, and dazzling white create a visual impact of tension, raw power, and unstoppable force as the camera zooms in and finally focuses on the vessel's bow cutting through the waves.", + "seed": 23863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_0/index_776_seed_23863_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08159990289714188, + "vlm_logprob": -0.08159990289714188, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.08159990289714188, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04034748673439026 + ], + "opposite_logprob_tokens": [ + -3.4153475761413574 + ], + "logprob_reward": -0.04034748673439026, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04034748673439026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14727169275283813, + 0.06342532485723495, + 0.45894354581832886, + 0.0241837240755558, + 0.06755709648132324, + 0.05048637464642525, + 0.04893707484006882, + 0.045355960726737976, + 0.06897556781768799, + 0.02486363612115383 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.04034748673439026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3489208519458771 + ], + "opposite_logprob_tokens": [ + -1.2239208221435547 + ], + "logprob_reward": -0.3489208519458771, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3489208519458771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08736151456832886, + 0.13315483927726746, + 0.16138702630996704, + 0.03169240057468414, + 0.09397037327289581, + 0.09856955707073212, + 0.09431672841310501, + 0.04537758231163025, + 0.20635847747325897, + 0.04781150445342064 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.3489208519458771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013383012264966965 + ], + "opposite_logprob_tokens": [ + -6.626338481903076 + ], + "logprob_reward": -0.0013383012264966965, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013383012264966965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30608728528022766, + 0.051742106676101685, + 0.16877791285514832, + 0.06757728010416031, + 0.05724058672785759, + 0.14295196533203125, + 0.05672195181250572, + 0.03688456118106842, + 0.061729177832603455, + 0.050287239253520966 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.0013383012264966965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013335392577573657 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013335392577573657, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013335392577573657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17076899111270905, + 0.06216483935713768, + 0.39174047112464905, + 0.056458309292793274, + 0.05833718925714493, + 0.06296209990978241, + 0.05819262936711311, + 0.019775714725255966, + 0.03322138264775276, + 0.08637834340333939 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0013335392577573657 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016059335321187973 + ], + "opposite_logprob_tokens": [ + -4.141059398651123 + ], + "logprob_reward": -0.016059335321187973, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016059335321187973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1659548133611679, + 0.10244270414113998, + 0.1948843002319336, + 0.046592339873313904, + 0.09420501440763474, + 0.07450047135353088, + 0.13464075326919556, + 0.045728497207164764, + 0.10362353175878525, + 0.037427570670843124 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.016059335321187973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "crane shot begins from a low angle, close to the ocean's surface, then steadily and powerfully advances, closely following an advanced unmanned patrol vessel as it races across a turbulent, inky ocean. The vessel boasts a streamlined, aerodynamic design, constructed from a matte gray carbon fiber composite. Its sharp, wave-piercing bow slices through the oncoming waves at breakneck speed. Each impact unleashes an explosion of white spray, sending countless droplets flying into the frigid air at high speed. These droplets instantly condense into a shimmering mist of ice crystals, perfectly capturing the explosive power and extreme speed characteristic of sports photography. Against a sky shrouded in thick, dark clouds, a diffuse, cold light accentuates the rigid contours of the vessel and the dynamic impact of the waves. The dominant tones of deep blue, cool gray, and dazzling white create a visual impact of tension, raw power, and unstoppable force as the camera zooms in and finally focuses on the vessel's bow cutting through the waves.", + "seed": 23864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_0/index_776_seed_23864_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09871227333787828, + "vlm_logprob": -0.09871227333787828, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.09871227333787828, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08630502223968506 + ], + "opposite_logprob_tokens": [ + -2.5863051414489746 + ], + "logprob_reward": -0.08630502223968506, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08630502223968506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08296849578619003, + 0.1293805092573166, + 0.06473512202501297, + 0.11682207137346268, + 0.029697207733988762, + 0.08662611991167068, + 0.24973951280117035, + 0.12287793308496475, + 0.05658307671546936, + 0.06056996062397957 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.08630502223968506 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3873729407787323 + ], + "opposite_logprob_tokens": [ + -1.1373729705810547 + ], + "logprob_reward": -0.3873729407787323, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3873729407787323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08663085103034973, + 0.1542150378227234, + 0.1332991123199463, + 0.02747199311852455, + 0.04986805468797684, + 0.032867182046175, + 0.23769395053386688, + 0.15554042160511017, + 0.046786848455667496, + 0.07562650740146637 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.3873729407787323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024909917265176773 + ], + "opposite_logprob_tokens": [ + -6.002490997314453 + ], + "logprob_reward": -0.0024909917265176773, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024909917265176773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08849702030420303, + 0.24927636981010437, + 0.09906064718961716, + 0.16908137500286102, + 0.06509291380643845, + 0.03773708641529083, + 0.08042111992835999, + 0.05856559798121452, + 0.04049741104245186, + 0.11177044361829758 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.0024909917265176773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013340153964236379 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013340153964236379, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013340153964236379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14533185958862305, + 0.08418703824281693, + 0.15761364996433258, + 0.06372243165969849, + 0.06733046472072601, + 0.03169938176870346, + 0.1257467269897461, + 0.212743878364563, + 0.04674306511878967, + 0.06488147377967834 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0013340153964236379 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an unmanned patrol vessel with a streamlined, aerodynamic design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel constructed from a matte gray carbon fiber composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel racing at high speed through a turbulent, inky ocean with white spray and ice crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment set against a sky with thick dark clouds and diffuse cold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a low angle near the ocean surface and steadily advance while zooming in on the vessel's bow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605839654803276 + ], + "opposite_logprob_tokens": [ + -4.141058444976807 + ], + "logprob_reward": -0.01605839654803276, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605839654803276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0685589537024498, + 0.06359885632991791, + 0.026183325797319412, + 0.05232805386185646, + 0.07966295629739761, + 0.06842881441116333, + 0.07826952636241913, + 0.49570658802986145, + 0.029716650024056435, + 0.037546269595623016 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.01605839654803276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_1/index_tensor([3118, 3118])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_1/index_tensor([3118, 3118])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb89fbabbab0c5e9a5ee75b0edc24b950dea5f90 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_1/index_tensor([3118, 3118])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, shot from a slightly upward angle, focuses squarely on the legendary Overlord of Chu. He stands amidst a desolate battlefield rendered with thick, thin, dry, and wet ink brushstrokes. His dark iron armor, shattered by the bloody battles, is covered in deep sword marks and dents, its edges curled, and several broken arrows remain lodged within. Dark blood and dirt blend, forming a smudge on the metal surface like solidified ink. His long, tied-up hair is disheveled, a few sweat-soaked strands clinging to his stern face, shrouded in dust and fatigue. In that instant, he throws his head back, the muscles in his neck tensing, and his mouth wide open, he lets out a silent yet earth-shattering roar into the oppressive, leaden sky, as if stained with ink. His eyes, wide open, burn with resentment, rage, and the endless sadness of a hero's end. The entire picture presents an extreme tragic aesthetic. The mountains in the background and the fallen weapons are blurred with light ink. Only his tense posture and desperate cry constitute the absolute center of the picture, creating a lonely and magnificent epic atmosphere.", + "seed": 7932, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_1/index_3118_seed_7932_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0658220537006855, + "vlm_logprob": -0.0658220537006855, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.0658220537006855, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2035558968782425 + ], + "opposite_logprob_tokens": [ + -1.703555941581726 + ], + "logprob_reward": -0.2035558968782425, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2035558968782425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05056697875261307, + 0.02089633233845234, + 0.04159253090620041, + 0.02938760444521904, + 0.030388617888092995, + 0.01396365836262703, + 0.0149609986692667, + 0.7619218826293945, + 0.016294492408633232, + 0.020026901736855507 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.2035558968782425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372703120112419 + ], + "opposite_logprob_tokens": [ + -3.408726930618286 + ], + "logprob_reward": -0.03372703120112419, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372703120112419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13791953027248383, + 0.138020858168602, + 0.041469473391771317, + 0.04058801382780075, + 0.05917256698012352, + 0.11140868812799454, + 0.08292365819215775, + 0.28889769315719604, + 0.06926734745502472, + 0.030332090333104134 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.03372703120112419 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05712737515568733, + 0.026437625288963318, + 0.07818161696195602, + 0.028719177469611168, + 0.05800224840641022, + 0.06188299134373665, + 0.05901038646697998, + 0.4427783489227295, + 0.17460180819034576, + 0.01325842272490263 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250592716038227 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250592716038227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250592716038227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07207507640123367, + 0.03882124274969101, + 0.09737109392881393, + 0.12755882740020752, + 0.03578440099954605, + 0.03496963530778885, + 0.07826551049947739, + 0.46331891417503357, + 0.03171363100409508, + 0.02012171596288681 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.005250592716038227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894791662693024 + ], + "opposite_logprob_tokens": [ + -2.5789480209350586 + ], + "logprob_reward": -0.07894791662693024, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894791662693024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33373892307281494, + 0.05075337365269661, + 0.05309364199638367, + 0.039413370192050934, + 0.056009598076343536, + 0.09163351356983185, + 0.058521319180727005, + 0.1294563263654709, + 0.15496398508548737, + 0.03241589665412903 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.07894791662693024 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly upward angle, focuses squarely on the legendary Overlord of Chu. He stands amidst a desolate battlefield rendered with thick, thin, dry, and wet ink brushstrokes. His dark iron armor, shattered by the bloody battles, is covered in deep sword marks and dents, its edges curled, and several broken arrows remain lodged within. Dark blood and dirt blend, forming a smudge on the metal surface like solidified ink. His long, tied-up hair is disheveled, a few sweat-soaked strands clinging to his stern face, shrouded in dust and fatigue. In that instant, he throws his head back, the muscles in his neck tensing, and his mouth wide open, he lets out a silent yet earth-shattering roar into the oppressive, leaden sky, as if stained with ink. His eyes, wide open, burn with resentment, rage, and the endless sadness of a hero's end. The entire picture presents an extreme tragic aesthetic. The mountains in the background and the fallen weapons are blurred with light ink. Only his tense posture and desperate cry constitute the absolute center of the picture, creating a lonely and magnificent epic atmosphere.", + "seed": 7933, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_1/index_3118_seed_7933_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01586355147883296, + "vlm_logprob": -0.01586355147883296, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.01586355147883296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028288215398788452 + ], + "opposite_logprob_tokens": [ + -3.6532881259918213 + ], + "logprob_reward": -0.028288215398788452, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028288215398788452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13093093037605286, + 0.04540843889117241, + 0.027942778542637825, + 0.0462341234087944, + 0.04336844012141228, + 0.4197029769420624, + 0.03858103230595589, + 0.09078597277402878, + 0.08969663828611374, + 0.06734863668680191 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.028288215398788452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020603561773896217 + ], + "opposite_logprob_tokens": [ + -3.895603656768799 + ], + "logprob_reward": -0.020603561773896217, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020603561773896217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14109128713607788, + 0.06583015620708466, + 0.039358656853437424, + 0.0795200988650322, + 0.09063173085451126, + 0.3363568186759949, + 0.03480539843440056, + 0.0649808868765831, + 0.08239254355430603, + 0.06503231078386307 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.020603561773896217 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739031057804823 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739031057804823, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739031057804823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25217166543006897, + 0.04564780369400978, + 0.05272466689348221, + 0.04821935296058655, + 0.06265836954116821, + 0.2751549184322357, + 0.045910876244306564, + 0.047727569937705994, + 0.06853605061769485, + 0.10124878585338593 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.006739031057804823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063323244452477 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063323244452477, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063323244452477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14191928505897522, + 0.053909990936517715, + 0.04085957258939743, + 0.034622322767972946, + 0.05091005191206932, + 0.4371267855167389, + 0.04792128503322601, + 0.07593609392642975, + 0.05452090874314308, + 0.06227365508675575 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.016063323244452477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623625919222832 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.007623625919222832, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623625919222832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08829682320356369, + 0.0333624891936779, + 0.027496514841914177, + 0.052589721977710724, + 0.05324961990118027, + 0.5316228866577148, + 0.04313841834664345, + 0.03730068355798721, + 0.06889436393976212, + 0.06404846906661987 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.007623625919222832 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly upward angle, focuses squarely on the legendary Overlord of Chu. He stands amidst a desolate battlefield rendered with thick, thin, dry, and wet ink brushstrokes. His dark iron armor, shattered by the bloody battles, is covered in deep sword marks and dents, its edges curled, and several broken arrows remain lodged within. Dark blood and dirt blend, forming a smudge on the metal surface like solidified ink. His long, tied-up hair is disheveled, a few sweat-soaked strands clinging to his stern face, shrouded in dust and fatigue. In that instant, he throws his head back, the muscles in his neck tensing, and his mouth wide open, he lets out a silent yet earth-shattering roar into the oppressive, leaden sky, as if stained with ink. His eyes, wide open, burn with resentment, rage, and the endless sadness of a hero's end. The entire picture presents an extreme tragic aesthetic. The mountains in the background and the fallen weapons are blurred with light ink. Only his tense posture and desperate cry constitute the absolute center of the picture, creating a lonely and magnificent epic atmosphere.", + "seed": 7934, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_1/index_3118_seed_7934_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023275558650493623, + "vlm_logprob": -0.023275558650493623, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.023275558650493623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06310860067605972 + ], + "opposite_logprob_tokens": [ + -2.8131086826324463 + ], + "logprob_reward": -0.06310860067605972, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06310860067605972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10229720920324326, + 0.08341138064861298, + 0.13127346336841583, + 0.03789957985281944, + 0.15384306013584137, + 0.024755334481596947, + 0.2218138873577118, + 0.05273270606994629, + 0.04190310463309288, + 0.15007026493549347 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.06310860067605972 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555602006614208 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.012555602006614208, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555602006614208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10159292817115784, + 0.2280367761850357, + 0.10116172581911087, + 0.09286773949861526, + 0.1532442271709442, + 0.04885466769337654, + 0.0730540007352829, + 0.07536270469427109, + 0.05746006220579147, + 0.06836514174938202 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.012555602006614208 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950118415057659 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005950118415057659, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950118415057659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19159846007823944, + 0.09011559933423996, + 0.1284976601600647, + 0.0819629654288292, + 0.09924639016389847, + 0.06950057297945023, + 0.06642279773950577, + 0.08990823477506638, + 0.08877215534448624, + 0.09397508203983307 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.005950118415057659 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194594696164131 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194594696164131, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194594696164131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08630151301622391, + 0.07293342798948288, + 0.19738227128982544, + 0.09938947856426239, + 0.0636407732963562, + 0.0690002515912056, + 0.11110236495733261, + 0.05671108141541481, + 0.1524008959531784, + 0.09113793820142746 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.014194594696164131 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020568877458572388 + ], + "opposite_logprob_tokens": [ + -3.89556884765625 + ], + "logprob_reward": -0.020568877458572388, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020568877458572388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12842336297035217, + 0.08178338408470154, + 0.10160689055919647, + 0.067287877202034, + 0.07494339346885681, + 0.10402926057577133, + 0.07032810896635056, + 0.07326831668615341, + 0.13568910956382751, + 0.1626402884721756 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.020568877458572388 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slightly upward angle, focuses squarely on the legendary Overlord of Chu. He stands amidst a desolate battlefield rendered with thick, thin, dry, and wet ink brushstrokes. His dark iron armor, shattered by the bloody battles, is covered in deep sword marks and dents, its edges curled, and several broken arrows remain lodged within. Dark blood and dirt blend, forming a smudge on the metal surface like solidified ink. His long, tied-up hair is disheveled, a few sweat-soaked strands clinging to his stern face, shrouded in dust and fatigue. In that instant, he throws his head back, the muscles in his neck tensing, and his mouth wide open, he lets out a silent yet earth-shattering roar into the oppressive, leaden sky, as if stained with ink. His eyes, wide open, burn with resentment, rage, and the endless sadness of a hero's end. The entire picture presents an extreme tragic aesthetic. The mountains in the background and the fallen weapons are blurred with light ink. Only his tense posture and desperate cry constitute the absolute center of the picture, creating a lonely and magnificent epic atmosphere.", + "seed": 7935, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_1/index_3118_seed_7935_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028030171059072018, + "vlm_logprob": -0.028030171059072018, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.028030171059072018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08084142208099365 + ], + "opposite_logprob_tokens": [ + -2.580841541290283 + ], + "logprob_reward": -0.08084142208099365, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08084142208099365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14968827366828918, + 0.4123915135860443, + 0.0938384160399437, + 0.08179128915071487, + 0.041996393352746964, + 0.0875227153301239, + 0.0383111834526062, + 0.03315448760986328, + 0.03581154718995094, + 0.02549419179558754 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.08084142208099365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014217042364180088 + ], + "opposite_logprob_tokens": [ + -4.264216899871826 + ], + "logprob_reward": -0.014217042364180088, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014217042364180088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24661245942115784, + 0.2736610472202301, + 0.14773747324943542, + 0.10920895636081696, + 0.04744142293930054, + 0.031407859176397324, + 0.02489696443080902, + 0.03619356453418732, + 0.03265559300780296, + 0.05018465965986252 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014217042364180088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627766579389572 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007627766579389572, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627766579389572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2785462737083435, + 0.2603708803653717, + 0.10376493632793427, + 0.04220321401953697, + 0.04547925665974617, + 0.044175680726766586, + 0.06573646515607834, + 0.04480346664786339, + 0.05639141425490379, + 0.05852844566106796 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007627766579389572 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282017558813095 + ], + "opposite_logprob_tokens": [ + -3.773282051086426 + ], + "logprob_reward": -0.023282017558813095, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282017558813095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3313325047492981, + 0.09238918125629425, + 0.05361000820994377, + 0.04275675117969513, + 0.054771505296230316, + 0.06577028334140778, + 0.15272705256938934, + 0.04633365198969841, + 0.1251140981912613, + 0.035194914788007736 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.023282017558813095 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the legendary Overlord of Chu wearing dark iron armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the armor visibly damaged with deep sword marks, dents, curled edges, and broken arrows lodged in it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character's long hair tied up, disheveled, and covered in sweat, dust, and fatigue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character shown throwing his head back with tensed neck muscles and an open mouth in a roaring pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a mix of thick, thin, dry, and wet ink brushstrokes in a static medium shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418260671198368 + ], + "opposite_logprob_tokens": [ + -4.2641825675964355 + ], + "logprob_reward": -0.01418260671198368, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418260671198368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14161960780620575, + 0.1398150473833084, + 0.129928857088089, + 0.051636867225170135, + 0.06692378222942352, + 0.07278333604335785, + 0.08715736120939255, + 0.10626281052827835, + 0.14360404014587402, + 0.0602683424949646 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.01418260671198368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_10/index_tensor([7444, 7444])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_10/index_tensor([7444, 7444])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a7e76e9e19cf3a1f8f21e53f39859a5328af6391 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_10/index_tensor([7444, 7444])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a low angle, the camera slowly and deliberately zooms in on a calm South Asian woman standing on the deck of a yacht. Her thick, dark curls, framed by the bright afternoon sun, create a luminous halo around her silhouette. She wears delicate, round, wire-rimmed glasses, the lenses occasionally catching a glint of sunlight, framing her serene face and soft, contented smile. Her attire is a comfortable, oversized, thick cream knit sweater, its rich texture palpable in the clear light. Steady in her hands, she holds a simple white ceramic cup, her body swaying in gentle, rhythmic movements, perfectly synchronized with the vessel's gentle swaying on the water. As the camera continues its steady inward advance, the background reveals the gleaming, polished teak deck and the vast, sparkling azure sea meeting the clear sky on the horizon. The entire scene is drenched in the warm, golden afternoon light, casting soft, flattering shadows and creating an overwhelming atmosphere of tranquility and blissful solitude.", + "seed": 3960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_10/index_7444_seed_3960_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035587624087929724, + "vlm_logprob": -0.035587624087929724, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.035587624087929724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026773272082209587 + ], + "opposite_logprob_tokens": [ + -3.65177321434021 + ], + "logprob_reward": -0.026773272082209587, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026773272082209587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18361739814281464, + 0.09797395020723343, + 0.037923045456409454, + 0.22386467456817627, + 0.14977607131004333, + 0.024607835337519646, + 0.06004708260297775, + 0.07494852691888809, + 0.03103557415306568, + 0.11620580404996872 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.026773272082209587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265178624540567 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265178624540567, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265178624540567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.161481574177742, + 0.0848177894949913, + 0.043412916362285614, + 0.10909713059663773, + 0.12596598267555237, + 0.059949714690446854, + 0.08094128221273422, + 0.276668906211853, + 0.019615627825260162, + 0.038049064576625824 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.005265178624540567 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067076474428177 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016067076474428177, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067076474428177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3303896486759186, + 0.11178186535835266, + 0.05752263963222504, + 0.14659878611564636, + 0.13510188460350037, + 0.022564731538295746, + 0.06075814366340637, + 0.05752589926123619, + 0.04194929823279381, + 0.0358070433139801 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.016067076474428177 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701749801635742 + ], + "opposite_logprob_tokens": [ + -2.1270174980163574 + ], + "logprob_reward": -0.12701749801635742, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701749801635742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4793983995914459, + 0.09364683926105499, + 0.05640755221247673, + 0.05642525479197502, + 0.05678919702768326, + 0.09951905161142349, + 0.11569718271493912, + 0.018931422382593155, + 0.012771573849022388, + 0.010413534939289093 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.12701749801635742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815095242112875 + ], + "opposite_logprob_tokens": [ + -5.877815246582031 + ], + "logprob_reward": -0.002815095242112875, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815095242112875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.318820983171463, + 0.11444832384586334, + 0.05846225470304489, + 0.06094752252101898, + 0.07609880715608597, + 0.060851771384477615, + 0.04847119376063347, + 0.16209672391414642, + 0.02806570939719677, + 0.07173671573400497 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.002815095242112875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a low angle, the camera slowly and deliberately zooms in on a calm South Asian woman standing on the deck of a yacht. Her thick, dark curls, framed by the bright afternoon sun, create a luminous halo around her silhouette. She wears delicate, round, wire-rimmed glasses, the lenses occasionally catching a glint of sunlight, framing her serene face and soft, contented smile. Her attire is a comfortable, oversized, thick cream knit sweater, its rich texture palpable in the clear light. Steady in her hands, she holds a simple white ceramic cup, her body swaying in gentle, rhythmic movements, perfectly synchronized with the vessel's gentle swaying on the water. As the camera continues its steady inward advance, the background reveals the gleaming, polished teak deck and the vast, sparkling azure sea meeting the clear sky on the horizon. The entire scene is drenched in the warm, golden afternoon light, casting soft, flattering shadows and creating an overwhelming atmosphere of tranquility and blissful solitude.", + "seed": 3961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_10/index_7444_seed_3961_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05624389727599919, + "vlm_logprob": -0.05624389727599919, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.05624389727599919, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10065004229545593 + ], + "opposite_logprob_tokens": [ + -2.3506500720977783 + ], + "logprob_reward": -0.10065004229545593, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10065004229545593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058215152472257614, + 0.024661939591169357, + 0.0343501940369606, + 0.05605389550328255, + 0.10534674674272537, + 0.05320507660508156, + 0.18165574967861176, + 0.08248183876276016, + 0.027384432032704353, + 0.376645028591156 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.10065004229545593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1498381644487381, + 0.14139802753925323, + 0.036562684923410416, + 0.07430588454008102, + 0.23989252746105194, + 0.06718585640192032, + 0.0661141499876976, + 0.04235135391354561, + 0.018326807767152786, + 0.1640244871377945 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.008644895628094673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348400861024857 + ], + "opposite_logprob_tokens": [ + -3.651348352432251 + ], + "logprob_reward": -0.026348400861024857, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348400861024857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09356305003166199, + 0.1676459014415741, + 0.15571309626102448, + 0.06556010246276855, + 0.05436670780181885, + 0.05102365091443062, + 0.14939799904823303, + 0.07712116092443466, + 0.015240316279232502, + 0.1703680008649826 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.026348400861024857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276129007339478 + ], + "opposite_logprob_tokens": [ + -2.01776123046875 + ], + "logprob_reward": -0.14276129007339478, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276129007339478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05477279797196388, + 0.03648015484213829, + 0.04512457922101021, + 0.02911694534122944, + 0.042107436805963516, + 0.05753031000494957, + 0.1046542078256607, + 0.04075997695326805, + 0.03523503988981247, + 0.554218590259552 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.14276129007339478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028148575220257044 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.0028148575220257044, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028148575220257044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12186770886182785, + 0.08580592274665833, + 0.08779169619083405, + 0.13386347889900208, + 0.18251311779022217, + 0.08137355744838715, + 0.06850506365299225, + 0.10037129372358322, + 0.05829303711652756, + 0.07961511611938477 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.0028148575220257044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a low angle, the camera slowly and deliberately zooms in on a calm South Asian woman standing on the deck of a yacht. Her thick, dark curls, framed by the bright afternoon sun, create a luminous halo around her silhouette. She wears delicate, round, wire-rimmed glasses, the lenses occasionally catching a glint of sunlight, framing her serene face and soft, contented smile. Her attire is a comfortable, oversized, thick cream knit sweater, its rich texture palpable in the clear light. Steady in her hands, she holds a simple white ceramic cup, her body swaying in gentle, rhythmic movements, perfectly synchronized with the vessel's gentle swaying on the water. As the camera continues its steady inward advance, the background reveals the gleaming, polished teak deck and the vast, sparkling azure sea meeting the clear sky on the horizon. The entire scene is drenched in the warm, golden afternoon light, casting soft, flattering shadows and creating an overwhelming atmosphere of tranquility and blissful solitude.", + "seed": 3962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_10/index_7444_seed_3962_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1301683507859707, + "vlm_logprob": -0.1301683507859707, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.1301683507859707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0384657047688961 + ], + "opposite_logprob_tokens": [ + -3.288465738296509 + ], + "logprob_reward": -0.0384657047688961, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0384657047688961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1132865622639656, + 0.08034785836935043, + 0.04273197054862976, + 0.20303437113761902, + 0.2848082184791565, + 0.10644790530204773, + 0.05852118507027626, + 0.032722678035497665, + 0.02852208912372589, + 0.04957716166973114 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.0384657047688961 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087591759860516 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087591759860516, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087591759860516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14649216830730438, + 0.08286647498607635, + 0.1023668721318245, + 0.21404018998146057, + 0.1742488145828247, + 0.08867987990379333, + 0.04323036968708038, + 0.03454788029193878, + 0.029233884066343307, + 0.0842934101819992 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.011087591759860516 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057950384914875 + ], + "opposite_logprob_tokens": [ + -3.8955795764923096 + ], + "logprob_reward": -0.02057950384914875, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057950384914875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12107332795858383, + 0.12375453859567642, + 0.042842891067266464, + 0.28105428814888, + 0.12128093838691711, + 0.07812920957803726, + 0.0673891231417656, + 0.0352078340947628, + 0.0727565661072731, + 0.05651126429438591 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.02057950384914875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576074481010437 + ], + "opposite_logprob_tokens": [ + -0.826074481010437 + ], + "logprob_reward": -0.576074481010437, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576074481010437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10459567606449127, + 0.1200106143951416, + 0.2566714286804199, + 0.1798822432756424, + 0.09593413025140762, + 0.08974946290254593, + 0.02744348719716072, + 0.050150301307439804, + 0.03851594030857086, + 0.03704671561717987 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.576074481010437 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634472541511059 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634472541511059, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634472541511059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051835209131240845, + 0.03260975331068039, + 0.07751770317554474, + 0.13220983743667603, + 0.0667143166065216, + 0.13963645696640015, + 0.10347385704517365, + 0.03818417713046074, + 0.028028566390275955, + 0.3297901153564453 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.004634472541511059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a low angle, the camera slowly and deliberately zooms in on a calm South Asian woman standing on the deck of a yacht. Her thick, dark curls, framed by the bright afternoon sun, create a luminous halo around her silhouette. She wears delicate, round, wire-rimmed glasses, the lenses occasionally catching a glint of sunlight, framing her serene face and soft, contented smile. Her attire is a comfortable, oversized, thick cream knit sweater, its rich texture palpable in the clear light. Steady in her hands, she holds a simple white ceramic cup, her body swaying in gentle, rhythmic movements, perfectly synchronized with the vessel's gentle swaying on the water. As the camera continues its steady inward advance, the background reveals the gleaming, polished teak deck and the vast, sparkling azure sea meeting the clear sky on the horizon. The entire scene is drenched in the warm, golden afternoon light, casting soft, flattering shadows and creating an overwhelming atmosphere of tranquility and blissful solitude.", + "seed": 3963, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_10/index_7444_seed_3963_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09537769090384245, + "vlm_logprob": -0.09537769090384245, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.09537769090384245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01857142336666584 + ], + "opposite_logprob_tokens": [ + -4.018571376800537 + ], + "logprob_reward": -0.01857142336666584, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01857142336666584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10048306733369827, + 0.032979272305965424, + 0.06485553085803986, + 0.06066422536969185, + 0.03004506416618824, + 0.06278496235609055, + 0.049456145614385605, + 0.08039256930351257, + 0.43170520663261414, + 0.08663398772478104 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.01857142336666584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791559539735317 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791559539735317, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791559539735317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15805548429489136, + 0.05680768936872482, + 0.09808453172445297, + 0.17927595973014832, + 0.03707941249012947, + 0.03567194193601608, + 0.018409742042422295, + 0.04741179943084717, + 0.24142178893089294, + 0.1277817040681839 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.009791559539735317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070596873760223 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070596873760223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070596873760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15444600582122803, + 0.06823040544986725, + 0.3447767496109009, + 0.11330394446849823, + 0.03606168553233147, + 0.02444157563149929, + 0.02498508244752884, + 0.048808492720127106, + 0.11455202847719193, + 0.07039407640695572 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.016070596873760223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288415014743805 + ], + "opposite_logprob_tokens": [ + -1.053841471672058 + ], + "logprob_reward": -0.4288415014743805, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288415014743805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0857333093881607, + 0.09127797186374664, + 0.1040886715054512, + 0.19800135493278503, + 0.03391732648015022, + 0.06795753538608551, + 0.06645485758781433, + 0.05146230757236481, + 0.22226418554782867, + 0.07884251326322556 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.4288415014743805 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a South Asian woman with thick, dark curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick cream knit sweater and round wire-rimmed glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a simple white ceramic cup while standing on a yacht deck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a low angle and slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible as a sparkling azure sea meeting a clear sky on the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613373264670372 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613373264670372, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613373264670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14278535544872284, + 0.08648661524057388, + 0.14070896804332733, + 0.0887150838971138, + 0.050501495599746704, + 0.13089583814144135, + 0.12067200988531113, + 0.038661736994981766, + 0.10465232282876968, + 0.09592059254646301 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.003613373264670372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_11/index_tensor([3203, 3203])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_11/index_tensor([3203, 3203])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7cb0831f0083e283e0878ecca870e2559f7ed340 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_11/index_tensor([3203, 3203])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up captures a realistic rendering of a weathered, red-painted metal surface gleaming in intense, concentrated heat. The light is harsh and direct, creating a bright hotspot on the semi-gloss finish. From a slightly higher angle, the camera observes a small portion of paint begin to expand, slowly and deliberately rising from a flat surface into a taut, hemispherical blister, its surface stretching and thinning, the color subtly fading at its apex. A sudden, almost imperceptible vibration rips through the metal, and in an instant, a network of hairline cracks splits apart within the fragile, heat-baked blister. In a mesmerizing slow-motion sequence, the fractured paint fragments begin to curl upward and away from the breaking point, their sharp edges lifting like burnt parchment to reveal the dark, matte-polished gunmetal gray of the original metal beneath, creating an atmosphere of intense, clinical observation focused on the physics of material decay.", + "seed": 31846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_11/index_3203_seed_31846_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01414537224918604, + "vlm_logprob": -0.01414537224918604, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.01414537224918604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004538117442280054 + ], + "opposite_logprob_tokens": [ + -7.004538059234619 + ], + "logprob_reward": -0.004538117442280054, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.004538117442280054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09315357357263565, + 0.5107685327529907, + 0.11224713176488876, + 0.05431627109646797, + 0.05222048982977867, + 0.033791739493608475, + 0.056007687002420425, + 0.04428356513381004, + 0.019031871110200882, + 0.02417917735874653 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.004538117442280054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018216921016573906 + ], + "opposite_logprob_tokens": [ + -4.018217086791992 + ], + "logprob_reward": -0.018216921016573906, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018216921016573906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21993488073349, + 0.43359890580177307, + 0.17086689174175262, + 0.026808232069015503, + 0.02980881743133068, + 0.029871398583054543, + 0.01827622763812542, + 0.03449604660272598, + 0.020857004448771477, + 0.015481545589864254 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018216921016573906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031983908265829086 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031983908265829086, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031983908265829086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09845446050167084, + 0.4525979161262512, + 0.051161278039216995, + 0.04932228475809097, + 0.06595484912395477, + 0.030276335775852203, + 0.043077219277620316, + 0.09016511589288712, + 0.06811562925577164, + 0.05087500810623169 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0031983908265829086 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017158561386168003 + ], + "opposite_logprob_tokens": [ + -6.376715660095215 + ], + "logprob_reward": -0.0017158561386168003, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017158561386168003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09599293023347855, + 0.513016939163208, + 0.04336129501461983, + 0.04630294814705849, + 0.04761454463005066, + 0.03619002550840378, + 0.08269678056240082, + 0.08840682357549667, + 0.02626837231218815, + 0.02014932595193386 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0017158561386168003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057575821876526 + ], + "opposite_logprob_tokens": [ + -3.168057680130005 + ], + "logprob_reward": -0.043057575821876526, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057575821876526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1019798293709755, + 0.34468352794647217, + 0.16411608457565308, + 0.0427464097738266, + 0.04559525474905968, + 0.04116543009877205, + 0.03812198340892792, + 0.08707547187805176, + 0.05885836109519005, + 0.07565756142139435 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.043057575821876526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures a realistic rendering of a weathered, red-painted metal surface gleaming in intense, concentrated heat. The light is harsh and direct, creating a bright hotspot on the semi-gloss finish. From a slightly higher angle, the camera observes a small portion of paint begin to expand, slowly and deliberately rising from a flat surface into a taut, hemispherical blister, its surface stretching and thinning, the color subtly fading at its apex. A sudden, almost imperceptible vibration rips through the metal, and in an instant, a network of hairline cracks splits apart within the fragile, heat-baked blister. In a mesmerizing slow-motion sequence, the fractured paint fragments begin to curl upward and away from the breaking point, their sharp edges lifting like burnt parchment to reveal the dark, matte-polished gunmetal gray of the original metal beneath, creating an atmosphere of intense, clinical observation focused on the physics of material decay.", + "seed": 31847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_11/index_3203_seed_31847_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023101424612104893, + "vlm_logprob": -0.023101424612104893, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.023101424612104893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01113698910921812 + ], + "opposite_logprob_tokens": [ + -4.636137008666992 + ], + "logprob_reward": -0.01113698910921812, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01113698910921812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09799887984991074, + 0.344139963388443, + 0.06574307382106781, + 0.03455379605293274, + 0.26748692989349365, + 0.021009963005781174, + 0.042321834713220596, + 0.061247359961271286, + 0.040750183165073395, + 0.02474796213209629 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.01113698910921812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043104734271764755 + ], + "opposite_logprob_tokens": [ + -3.168104648590088 + ], + "logprob_reward": -0.043104734271764755, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043104734271764755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3667770326137543, + 0.08002407103776932, + 0.08892408013343811, + 0.04914867877960205, + 0.18446333706378937, + 0.018158257007598877, + 0.029953986406326294, + 0.029843170195817947, + 0.11383093148469925, + 0.03887646272778511 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.043104734271764755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979415699839592 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.00979415699839592, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979415699839592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23759721219539642, + 0.1826220005750656, + 0.0959281250834465, + 0.05989581719040871, + 0.1910756677389145, + 0.036964256316423416, + 0.025019830092787743, + 0.03161574900150299, + 0.10932335257530212, + 0.029957987368106842 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.00979415699839592 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028228219598531723 + ], + "opposite_logprob_tokens": [ + -5.8778228759765625 + ], + "logprob_reward": -0.0028228219598531723, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028228219598531723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06371091306209564, + 0.048603978008031845, + 0.1294461190700531, + 0.05306962504982948, + 0.4259798526763916, + 0.0407571867108345, + 0.07017073780298233, + 0.05775826796889305, + 0.08495164662599564, + 0.02555164135992527 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.0028228219598531723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048648420721292496 + ], + "opposite_logprob_tokens": [ + -3.0486483573913574 + ], + "logprob_reward": -0.048648420721292496, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048648420721292496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07791677117347717, + 0.14478826522827148, + 0.04427604377269745, + 0.08312216401100159, + 0.17957870662212372, + 0.03832203522324562, + 0.07176607847213745, + 0.054650746285915375, + 0.29233700037002563, + 0.013242216780781746 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.048648420721292496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures a realistic rendering of a weathered, red-painted metal surface gleaming in intense, concentrated heat. The light is harsh and direct, creating a bright hotspot on the semi-gloss finish. From a slightly higher angle, the camera observes a small portion of paint begin to expand, slowly and deliberately rising from a flat surface into a taut, hemispherical blister, its surface stretching and thinning, the color subtly fading at its apex. A sudden, almost imperceptible vibration rips through the metal, and in an instant, a network of hairline cracks splits apart within the fragile, heat-baked blister. In a mesmerizing slow-motion sequence, the fractured paint fragments begin to curl upward and away from the breaking point, their sharp edges lifting like burnt parchment to reveal the dark, matte-polished gunmetal gray of the original metal beneath, creating an atmosphere of intense, clinical observation focused on the physics of material decay.", + "seed": 31848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_11/index_3203_seed_31848_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02568715128581971, + "vlm_logprob": -0.02568715128581971, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.02568715128581971, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0056962547823786736 + ], + "opposite_logprob_tokens": [ + -5.7556962966918945 + ], + "logprob_reward": -0.0056962547823786736, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0056962547823786736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15542128682136536, + 0.1082877516746521, + 0.09098561108112335, + 0.10721386224031448, + 0.08547959476709366, + 0.08932140469551086, + 0.11637158691883087, + 0.08762650936841965, + 0.07554614543914795, + 0.0837462916970253 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0056962547823786736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07906412333250046 + ], + "opposite_logprob_tokens": [ + -2.579064130783081 + ], + "logprob_reward": -0.07906412333250046, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07906412333250046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11680368334054947, + 0.3929719626903534, + 0.038045164197683334, + 0.06706272810697556, + 0.02506359852850437, + 0.031357891857624054, + 0.09332869201898575, + 0.039419546723365784, + 0.04026765748858452, + 0.15567906200885773 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.07906412333250046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003627745434641838 + ], + "opposite_logprob_tokens": [ + -5.628627777099609 + ], + "logprob_reward": -0.003627745434641838, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003627745434641838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13610176742076874, + 0.14572665095329285, + 0.14474359154701233, + 0.15697050094604492, + 0.09611418843269348, + 0.11702977120876312, + 0.0522843673825264, + 0.03904484212398529, + 0.06740123778581619, + 0.04458305984735489 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.003627745434641838 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019456282025203109 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019456282025203109, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019456282025203109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25984659790992737, + 0.3126838803291321, + 0.037969451397657394, + 0.033988192677497864, + 0.07108992338180542, + 0.031950075179338455, + 0.06168058514595032, + 0.07997544854879379, + 0.05316916108131409, + 0.05764659494161606 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0019456282025203109 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038102004677057266 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038102004677057266, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038102004677057266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19076117873191833, + 0.20580177009105682, + 0.05353625491261482, + 0.08684337884187698, + 0.043855324387550354, + 0.05351874604821205, + 0.10314618796110153, + 0.06356102228164673, + 0.03277198597788811, + 0.16620415449142456 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.038102004677057266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures a realistic rendering of a weathered, red-painted metal surface gleaming in intense, concentrated heat. The light is harsh and direct, creating a bright hotspot on the semi-gloss finish. From a slightly higher angle, the camera observes a small portion of paint begin to expand, slowly and deliberately rising from a flat surface into a taut, hemispherical blister, its surface stretching and thinning, the color subtly fading at its apex. A sudden, almost imperceptible vibration rips through the metal, and in an instant, a network of hairline cracks splits apart within the fragile, heat-baked blister. In a mesmerizing slow-motion sequence, the fractured paint fragments begin to curl upward and away from the breaking point, their sharp edges lifting like burnt parchment to reveal the dark, matte-polished gunmetal gray of the original metal beneath, creating an atmosphere of intense, clinical observation focused on the physics of material decay.", + "seed": 31849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_11/index_3203_seed_31849_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015729936910793184, + "vlm_logprob": -0.015729936910793184, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.015729936910793184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020410625264048576 + ], + "opposite_logprob_tokens": [ + -4.020410537719727 + ], + "logprob_reward": -0.020410625264048576, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020410625264048576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1608603298664093, + 0.0952979177236557, + 0.06184864789247513, + 0.14901697635650635, + 0.03985622897744179, + 0.06845568120479584, + 0.11723583936691284, + 0.04241365194320679, + 0.19321687519550323, + 0.07179781794548035 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.020410625264048576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020621195435523987 + ], + "opposite_logprob_tokens": [ + -3.8956212997436523 + ], + "logprob_reward": -0.020621195435523987, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020621195435523987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13320299983024597, + 0.0867077186703682, + 0.035378266125917435, + 0.03540275990962982, + 0.0845710039138794, + 0.11830119043588638, + 0.07589060813188553, + 0.2468438744544983, + 0.1101008877158165, + 0.07360069453716278 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.020621195435523987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007643500808626413 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.007643500808626413, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007643500808626413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10542880743741989, + 0.06623396277427673, + 0.08097311854362488, + 0.11974185705184937, + 0.08388091623783112, + 0.04790918901562691, + 0.09966575354337692, + 0.1390043944120407, + 0.13627880811691284, + 0.12088317424058914 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.007643500808626413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036207374650985003 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036207374650985003, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036207374650985003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07474932074546814, + 0.0756298378109932, + 0.08015277981758118, + 0.13272710144519806, + 0.024430129677057266, + 0.04376169666647911, + 0.1637611836194992, + 0.07561732083559036, + 0.06248876452445984, + 0.26668187975883484 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.0036207374650985003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a weathered, red-painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a bright hotspot on the semi-gloss finish caused by harsh, direct light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a paint blister rise from the surface into a taut hemispherical shape before cracking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fractured paint fragments curl upward to reveal dark, matte-polished gunmetal gray metal beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly higher angle observing the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635362558066845 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.02635362558066845, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635362558066845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09814053028821945, + 0.056164782494306564, + 0.0692383348941803, + 0.08372781425714493, + 0.05156392231583595, + 0.04824070259928703, + 0.15133501589298248, + 0.05903630331158638, + 0.294185608625412, + 0.08836697787046432 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.02635362558066845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_12/index_tensor([3907, 3907])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_12/index_tensor([3907, 3907])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..77468e3a8ec99fe61a445207a80631a8a2411e9e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_12/index_tensor([3907, 3907])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, low-angle tracking shot follows a cyclist as he navigates a futuristic city at dusk. The young rider, clad in a seamless, skin-tight black cycling suit made of high-tech synthetic material, accentuates his muscular form, honed by years of training. He wears an aerodynamic helmet and gazes intently ahead, his jaw set in a resolute concentration. The connected, smart shared bike he rides boasts a sleek, one-piece frame crafted from matte black carbon fiber, free of any unnecessary wires. From front to back, thin, data-like streams of cyan-blue light pulse rhythmically, flowing along the frame's contours and forming mesmerizing halos around the rapidly spinning wheels. In the background, towering skyscrapers, adorned with giant holographic billboards, intertwine their vibrant neon lights with the deep twilight sky, casting distorted and iridescent reflections on the rain-soaked asphalt. The rider leans forward, pedaling with a steady, powerful rhythm. The light from the bike's data stream illuminates the movements of his legs with exceptional clarity, leaving a fleeting blue trail on the road. The 8K ultra-high-definition camera perfectly captures every detail—from the tiny water droplets splashed by the wheels to the light reflecting off the rider's muscular tones—creating a dynamic and hopeful atmosphere that blends cutting-edge technology with human perseverance.", + "seed": 3066, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_12/index_3907_seed_3066_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0598377775400877, + "vlm_logprob": -0.0598377775400877, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.0598377775400877, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04559497907757759 + ], + "opposite_logprob_tokens": [ + -3.2955949306488037 + ], + "logprob_reward": -0.04559497907757759, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04559497907757759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20828281342983246, + 0.15235203504562378, + 0.07415704429149628, + 0.05393053591251373, + 0.05417931452393532, + 0.0949689969420433, + 0.04816826060414314, + 0.02642943151295185, + 0.25115758180618286, + 0.0363740399479866 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.04559497907757759 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562669217586517 + ], + "opposite_logprob_tokens": [ + -1.6006267070770264 + ], + "logprob_reward": -0.22562669217586517, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562669217586517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2629692852497101, + 0.13168120384216309, + 0.15232974290847778, + 0.03529426082968712, + 0.08731681108474731, + 0.04247402399778366, + 0.017171932384371758, + 0.03931171074509621, + 0.1953250914812088, + 0.03612601011991501 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.22562669217586517 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076697036623955 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.016076697036623955, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076697036623955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2694351375102997, + 0.15457743406295776, + 0.049689263105392456, + 0.03391065075993538, + 0.08927308768033981, + 0.049235306680202484, + 0.04343025013804436, + 0.07226832211017609, + 0.2019132524728775, + 0.036267299205064774 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.016076697036623955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947748199105263 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947748199105263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947748199105263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23234985768795013, + 0.08167148381471634, + 0.15779827535152435, + 0.05721964314579964, + 0.03916187211871147, + 0.04107368364930153, + 0.06192046403884888, + 0.018431587144732475, + 0.2328590601682663, + 0.07751409709453583 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.005947748199105263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942771211266518 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005942771211266518, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942771211266518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18769629299640656, + 0.03536278381943703, + 0.06325837224721909, + 0.024683909490704536, + 0.10929624736309052, + 0.026703907176852226, + 0.07224318385124207, + 0.061596568673849106, + 0.2687375545501709, + 0.1504211723804474 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.005942771211266518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle tracking shot follows a cyclist as he navigates a futuristic city at dusk. The young rider, clad in a seamless, skin-tight black cycling suit made of high-tech synthetic material, accentuates his muscular form, honed by years of training. He wears an aerodynamic helmet and gazes intently ahead, his jaw set in a resolute concentration. The connected, smart shared bike he rides boasts a sleek, one-piece frame crafted from matte black carbon fiber, free of any unnecessary wires. From front to back, thin, data-like streams of cyan-blue light pulse rhythmically, flowing along the frame's contours and forming mesmerizing halos around the rapidly spinning wheels. In the background, towering skyscrapers, adorned with giant holographic billboards, intertwine their vibrant neon lights with the deep twilight sky, casting distorted and iridescent reflections on the rain-soaked asphalt. The rider leans forward, pedaling with a steady, powerful rhythm. The light from the bike's data stream illuminates the movements of his legs with exceptional clarity, leaving a fleeting blue trail on the road. The 8K ultra-high-definition camera perfectly captures every detail—from the tiny water droplets splashed by the wheels to the light reflecting off the rider's muscular tones—creating a dynamic and hopeful atmosphere that blends cutting-edge technology with human perseverance.", + "seed": 3067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_12/index_3907_seed_3067_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05831220299005509, + "vlm_logprob": -0.05831220299005509, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.05831220299005509, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03600867837667465 + ], + "opposite_logprob_tokens": [ + -3.661008596420288 + ], + "logprob_reward": -0.03600867837667465, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03600867837667465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21549534797668457, + 0.11352714151144028, + 0.06763764470815659, + 0.08234686404466629, + 0.06292221695184708, + 0.1098434254527092, + 0.11594993621110916, + 0.05507495254278183, + 0.03870150446891785, + 0.13850094377994537 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.03600867837667465 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561243176460266 + ], + "opposite_logprob_tokens": [ + -1.6006124019622803 + ], + "logprob_reward": -0.22561243176460266, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561243176460266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1805129498243332, + 0.17520372569561005, + 0.09900076687335968, + 0.1147049218416214, + 0.04401486739516258, + 0.06198040395975113, + 0.14790818095207214, + 0.04322551190853119, + 0.022289231419563293, + 0.11115937680006027 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.22561243176460266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978246983140707 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.00978246983140707, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978246983140707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10794638097286224, + 0.09994636476039886, + 0.0660298615694046, + 0.12469855695962906, + 0.0429011769592762, + 0.10146220028400421, + 0.10776080191135406, + 0.04379018023610115, + 0.027271514758467674, + 0.278192937374115 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.00978246983140707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536530382931232 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536530382931232, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536530382931232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20472078025341034, + 0.0493694506585598, + 0.10302207618951797, + 0.0494324192404747, + 0.12526047229766846, + 0.1697998046875, + 0.10317036509513855, + 0.05033420771360397, + 0.014962497167289257, + 0.12992794811725616 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.012536530382931232 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007620904594659805 + ], + "opposite_logprob_tokens": [ + -4.882620811462402 + ], + "logprob_reward": -0.007620904594659805, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007620904594659805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29934850335121155, + 0.09107211977243423, + 0.03613485395908356, + 0.0541100800037384, + 0.059023793786764145, + 0.0904487743973732, + 0.15221011638641357, + 0.03994707763195038, + 0.04607956111431122, + 0.13162511587142944 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.007620904594659805 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle tracking shot follows a cyclist as he navigates a futuristic city at dusk. The young rider, clad in a seamless, skin-tight black cycling suit made of high-tech synthetic material, accentuates his muscular form, honed by years of training. He wears an aerodynamic helmet and gazes intently ahead, his jaw set in a resolute concentration. The connected, smart shared bike he rides boasts a sleek, one-piece frame crafted from matte black carbon fiber, free of any unnecessary wires. From front to back, thin, data-like streams of cyan-blue light pulse rhythmically, flowing along the frame's contours and forming mesmerizing halos around the rapidly spinning wheels. In the background, towering skyscrapers, adorned with giant holographic billboards, intertwine their vibrant neon lights with the deep twilight sky, casting distorted and iridescent reflections on the rain-soaked asphalt. The rider leans forward, pedaling with a steady, powerful rhythm. The light from the bike's data stream illuminates the movements of his legs with exceptional clarity, leaving a fleeting blue trail on the road. The 8K ultra-high-definition camera perfectly captures every detail—from the tiny water droplets splashed by the wheels to the light reflecting off the rider's muscular tones—creating a dynamic and hopeful atmosphere that blends cutting-edge technology with human perseverance.", + "seed": 3068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_12/index_3907_seed_3068_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07014278694987297, + "vlm_logprob": -0.07014278694987297, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.07014278694987297, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0609109066426754 + ], + "opposite_logprob_tokens": [ + -3.060910940170288 + ], + "logprob_reward": -0.0609109066426754, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0609109066426754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09666062146425247, + 0.055350787937641144, + 0.03754616901278496, + 0.038226623088121414, + 0.025029506534337997, + 0.07817689329385757, + 0.04442465305328369, + 0.05105014517903328, + 0.5503175258636475, + 0.023217087611556053 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0609109066426754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521825432777405 + ], + "opposite_logprob_tokens": [ + -1.5021824836730957 + ], + "logprob_reward": -0.2521825432777405, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521825432777405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14497359097003937, + 0.05799868330359459, + 0.12772734463214874, + 0.061591487377882004, + 0.23320168256759644, + 0.17474913597106934, + 0.03221038356423378, + 0.0395084023475647, + 0.0906662791967392, + 0.03737306967377663 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.2521825432777405 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593050867319107 + ], + "opposite_logprob_tokens": [ + -3.8955931663513184 + ], + "logprob_reward": -0.020593050867319107, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593050867319107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11636882275342941, + 0.09024915099143982, + 0.0529695600271225, + 0.07499399036169052, + 0.04919157922267914, + 0.39451175928115845, + 0.025721870362758636, + 0.06308450549840927, + 0.09758074581623077, + 0.03532804921269417 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.020593050867319107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081226170063019 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081226170063019, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081226170063019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16697266697883606, + 0.1307617425918579, + 0.11741700768470764, + 0.059715233743190765, + 0.05616572126746178, + 0.11443585902452469, + 0.09371859580278397, + 0.06315983086824417, + 0.14494726061820984, + 0.052706070244312286 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.011081226170063019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946207791566849 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946207791566849, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946207791566849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11994818598031998, + 0.15733137726783752, + 0.04613456130027771, + 0.08917434513568878, + 0.05939992144703865, + 0.26796627044677734, + 0.05350586771965027, + 0.04636070877313614, + 0.11267903447151184, + 0.047499824315309525 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.005946207791566849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle tracking shot follows a cyclist as he navigates a futuristic city at dusk. The young rider, clad in a seamless, skin-tight black cycling suit made of high-tech synthetic material, accentuates his muscular form, honed by years of training. He wears an aerodynamic helmet and gazes intently ahead, his jaw set in a resolute concentration. The connected, smart shared bike he rides boasts a sleek, one-piece frame crafted from matte black carbon fiber, free of any unnecessary wires. From front to back, thin, data-like streams of cyan-blue light pulse rhythmically, flowing along the frame's contours and forming mesmerizing halos around the rapidly spinning wheels. In the background, towering skyscrapers, adorned with giant holographic billboards, intertwine their vibrant neon lights with the deep twilight sky, casting distorted and iridescent reflections on the rain-soaked asphalt. The rider leans forward, pedaling with a steady, powerful rhythm. The light from the bike's data stream illuminates the movements of his legs with exceptional clarity, leaving a fleeting blue trail on the road. The 8K ultra-high-definition camera perfectly captures every detail—from the tiny water droplets splashed by the wheels to the light reflecting off the rider's muscular tones—creating a dynamic and hopeful atmosphere that blends cutting-edge technology with human perseverance.", + "seed": 3069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_12/index_3907_seed_3069_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.041970791295170784, + "vlm_logprob": -0.041970791295170784, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.041970791295170784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04456562548875809 + ], + "opposite_logprob_tokens": [ + -3.4195656776428223 + ], + "logprob_reward": -0.04456562548875809, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04456562548875809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0962471291422844, + 0.03885148465633392, + 0.05376855283975601, + 0.19888222217559814, + 0.14725801348686218, + 0.033353015780448914, + 0.12409167736768723, + 0.20861731469631195, + 0.044554051011800766, + 0.05437656491994858 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.04456562548875809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708039581775665 + ], + "opposite_logprob_tokens": [ + -2.1270804405212402 + ], + "logprob_reward": -0.12708039581775665, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708039581775665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09390968084335327, + 0.03636351227760315, + 0.11809175461530685, + 0.27600401639938354, + 0.0907575786113739, + 0.034884728491306305, + 0.1787107139825821, + 0.05611799284815788, + 0.03562309220433235, + 0.07953694462776184 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.12708039581775665 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070948913693428 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070948913693428, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070948913693428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06254304200410843, + 0.05001164227724075, + 0.06882406771183014, + 0.23335865139961243, + 0.251723051071167, + 0.028424417600035667, + 0.07876831293106079, + 0.14514940977096558, + 0.029987143352627754, + 0.0512101911008358 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.016070948913693428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107191201299429 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.01107191201299429, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107191201299429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1599065661430359, + 0.07617493718862534, + 0.041674669831991196, + 0.08409474045038223, + 0.14618155360221863, + 0.04344784468412399, + 0.235937237739563, + 0.16099439561367035, + 0.020824413746595383, + 0.0307636559009552 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.01107191201299429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cyclist wearing a seamless, skin-tight black cycling suit made of high-tech synthetic material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bike feature a sleek, one-piece matte black carbon fiber frame with thin cyan-blue data-like light streams pulsing along it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic city at dusk with towering skyscrapers, holographic billboards, and rain-soaked asphalt reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the rider leaning forward and pedaling with a steady, powerful rhythm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011065074242651463 + ], + "opposite_logprob_tokens": [ + -4.5110650062561035 + ], + "logprob_reward": -0.011065074242651463, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011065074242651463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15896295011043549, + 0.027696872130036354, + 0.038039833307266235, + 0.15804697573184967, + 0.23939532041549683, + 0.01995038613677025, + 0.17209982872009277, + 0.11070685088634491, + 0.030330877751111984, + 0.044770050793886185 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.011065074242651463 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_13/index_tensor([5339, 5339])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_13/index_tensor([5339, 5339])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0068b0f0f84466dfa89d974e3462c39728498cee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_13/index_tensor([5339, 5339])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid 360-degree dolly shot, held parallel to the subject, gracefully orbits a giant green sea turtle. It glides effortlessly through the crystal-clear, endless expanse of tropical water. Bright sunlight filters through the shimmering water, creating dancing, shimmering rays of light (the Tyndall effect) against the deep blue background. As the camera smoothly pans, these rays create a gorgeous, warm lens flare, with flecks of golden light softly blooming and shifting across the screen. The turtle is enormous, its massive shell, mottled with deep brown and amber, reflecting a soft luster, revealing the marks of age. Using its massive, powerful front flippers like wings, it makes slow, steady, and deliberate strokes. Each stroke is imbued with graceful power, propelling its massive body through the water like a ballerina. Beneath it, the pristine, sandy seabed is clearly visible, dotted with clumps of vibrant coral and swaying seagrass. The entire scene is dominated by a tranquil blue color scheme, illuminated by golden sunlight penetrating the water, creating a peaceful, magnificent and almost dreamy atmosphere, making people feel the peace of life and the awe-inspiring beauty of nature.", + "seed": 9494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_13/index_5339_seed_9494_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.29443803485482933, + "vlm_logprob": -0.29443803485482933, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.29443803485482933, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05077485740184784 + ], + "opposite_logprob_tokens": [ + -3.0507748126983643 + ], + "logprob_reward": -0.05077485740184784, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05077485740184784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09357184171676636, + 0.061067964881658554, + 0.030632471665740013, + 0.03518051281571388, + 0.07688359916210175, + 0.05091003328561783, + 0.05054168403148651, + 0.32122597098350525, + 0.11905573308467865, + 0.16093024611473083 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.05077485740184784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538443326950073 + ], + "opposite_logprob_tokens": [ + -0.42884430289268494 + ], + "logprob_reward": -1.0538443326950073, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538443326950073, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08737856894731522, + 0.16956138610839844, + 0.09437305480241776, + 0.04767049103975296, + 0.1416458636522293, + 0.12683828175067902, + 0.024067994207143784, + 0.11566316336393356, + 0.039002787321805954, + 0.1537984013557434 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -1.0538443326950073 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305780306458473 + ], + "opposite_logprob_tokens": [ + -3.168057918548584 + ], + "logprob_reward": -0.04305780306458473, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305780306458473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14854715764522552, + 0.08140528202056885, + 0.1954095959663391, + 0.054002776741981506, + 0.07090640068054199, + 0.08506308495998383, + 0.023497477173805237, + 0.05018037185072899, + 0.20270293951034546, + 0.0882849171757698 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.04305780306458473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080636642873287 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080636642873287, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080636642873287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07053695619106293, + 0.08856088668107986, + 0.1542978435754776, + 0.0713564082980156, + 0.02999630942940712, + 0.2020057886838913, + 0.04675506055355072, + 0.10714076459407806, + 0.13877089321613312, + 0.09057913720607758 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.011080636642873287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134325444698334 + ], + "opposite_logprob_tokens": [ + -1.3134325742721558 + ], + "logprob_reward": -0.3134325444698334, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134325444698334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04255333170294762, + 0.06296125799417496, + 0.14918489754199982, + 0.07614671438932419, + 0.06996306777000427, + 0.2415117770433426, + 0.021442757919430733, + 0.029237061738967896, + 0.18219180405139923, + 0.12480730563402176 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.3134325444698334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree dolly shot, held parallel to the subject, gracefully orbits a giant green sea turtle. It glides effortlessly through the crystal-clear, endless expanse of tropical water. Bright sunlight filters through the shimmering water, creating dancing, shimmering rays of light (the Tyndall effect) against the deep blue background. As the camera smoothly pans, these rays create a gorgeous, warm lens flare, with flecks of golden light softly blooming and shifting across the screen. The turtle is enormous, its massive shell, mottled with deep brown and amber, reflecting a soft luster, revealing the marks of age. Using its massive, powerful front flippers like wings, it makes slow, steady, and deliberate strokes. Each stroke is imbued with graceful power, propelling its massive body through the water like a ballerina. Beneath it, the pristine, sandy seabed is clearly visible, dotted with clumps of vibrant coral and swaying seagrass. The entire scene is dominated by a tranquil blue color scheme, illuminated by golden sunlight penetrating the water, creating a peaceful, magnificent and almost dreamy atmosphere, making people feel the peace of life and the awe-inspiring beauty of nature.", + "seed": 9495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_13/index_5339_seed_9495_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16000766009092332, + "vlm_logprob": -0.16000766009092332, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.16000766009092332, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050116777420043945 + ], + "opposite_logprob_tokens": [ + -3.050116777420044 + ], + "logprob_reward": -0.050116777420043945, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050116777420043945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20098824799060822, + 0.031088974326848984, + 0.13965298235416412, + 0.053026750683784485, + 0.08224758505821228, + 0.06792083382606506, + 0.11219305545091629, + 0.09448431432247162, + 0.09417853504419327, + 0.12421876192092896 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.050116777420043945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933016777038574 + ], + "opposite_logprob_tokens": [ + -0.6933016777038574 + ], + "logprob_reward": -0.6933016777038574, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933016777038574, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13056312501430511, + 0.11552908271551132, + 0.16253149509429932, + 0.21380311250686646, + 0.1184312105178833, + 0.06472193449735641, + 0.04951392114162445, + 0.04593414068222046, + 0.04566752165555954, + 0.05330447480082512 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.6933016777038574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189411610364914 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189411610364914, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189411610364914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11606834828853607, + 0.09737275540828705, + 0.25099506974220276, + 0.17035280168056488, + 0.1559027135372162, + 0.058147162199020386, + 0.058565910905599594, + 0.019689396023750305, + 0.036818310618400574, + 0.0360875241458416 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.018189411610364914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08850838243961334, + 0.06439687311649323, + 0.2294069081544876, + 0.09458177536725998, + 0.16636674106121063, + 0.059259817004203796, + 0.06873819231987, + 0.041111063212156296, + 0.041505686938762665, + 0.14612455666065216 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.008642295375466347 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978813834488392 + ], + "opposite_logprob_tokens": [ + -3.5297882556915283 + ], + "logprob_reward": -0.02978813834488392, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978813834488392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04565831646323204, + 0.05353925749659538, + 0.2196597456932068, + 0.13520656526088715, + 0.45478394627571106, + 0.026490626856684685, + 0.012838763184845448, + 0.00785719882696867, + 0.018588075414299965, + 0.025377517566084862 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.02978813834488392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree dolly shot, held parallel to the subject, gracefully orbits a giant green sea turtle. It glides effortlessly through the crystal-clear, endless expanse of tropical water. Bright sunlight filters through the shimmering water, creating dancing, shimmering rays of light (the Tyndall effect) against the deep blue background. As the camera smoothly pans, these rays create a gorgeous, warm lens flare, with flecks of golden light softly blooming and shifting across the screen. The turtle is enormous, its massive shell, mottled with deep brown and amber, reflecting a soft luster, revealing the marks of age. Using its massive, powerful front flippers like wings, it makes slow, steady, and deliberate strokes. Each stroke is imbued with graceful power, propelling its massive body through the water like a ballerina. Beneath it, the pristine, sandy seabed is clearly visible, dotted with clumps of vibrant coral and swaying seagrass. The entire scene is dominated by a tranquil blue color scheme, illuminated by golden sunlight penetrating the water, creating a peaceful, magnificent and almost dreamy atmosphere, making people feel the peace of life and the awe-inspiring beauty of nature.", + "seed": 9496, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_13/index_5339_seed_9496_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20737438071519138, + "vlm_logprob": -0.20737438071519138, + "vlm_yes_no_margin": 2.2250000119209288, + "vlm_token_credit": -0.20737438071519138, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06368336826562881 + ], + "opposite_logprob_tokens": [ + -2.813683271408081 + ], + "logprob_reward": -0.06368336826562881, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06368336826562881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05251379683613777, + 0.060438983142375946, + 0.03209706023335457, + 0.24979792535305023, + 0.0645575299859047, + 0.25116676092147827, + 0.03334562107920647, + 0.09812675416469574, + 0.11718924343585968, + 0.04076632857322693 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.06368336826562881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232906937599182 + ], + "opposite_logprob_tokens": [ + -0.8982906937599182 + ], + "logprob_reward": -0.5232906937599182, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232906937599182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06536809355020523, + 0.02789831906557083, + 0.02341483160853386, + 0.04427725821733475, + 0.041303977370262146, + 0.27402016520500183, + 0.03164203464984894, + 0.4285320043563843, + 0.041079647839069366, + 0.02246370166540146 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.5232906937599182 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048652052879333496 + ], + "opposite_logprob_tokens": [ + -3.048652172088623 + ], + "logprob_reward": -0.048652052879333496, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048652052879333496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07902969419956207, + 0.03838768228888512, + 0.02881569415330887, + 0.0653676986694336, + 0.08925407379865646, + 0.2402946799993515, + 0.07820011675357819, + 0.21556232869625092, + 0.08423531800508499, + 0.08085267245769501 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.048652052879333496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200941659510136 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014200941659510136, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200941659510136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05839654803276062, + 0.027396999299526215, + 0.019037270918488503, + 0.05630366876721382, + 0.023993877694010735, + 0.48732519149780273, + 0.040501587092876434, + 0.19751794636249542, + 0.027234405279159546, + 0.06229249760508537 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.014200941659510136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38704484701156616 + ], + "opposite_logprob_tokens": [ + -1.137044906616211 + ], + "logprob_reward": -0.38704484701156616, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38704484701156616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08307687938213348, + 0.038156863301992416, + 0.08943352103233337, + 0.20011402666568756, + 0.11745721846818924, + 0.05670623108744621, + 0.0833631083369255, + 0.1766097992658615, + 0.02868376113474369, + 0.12639863789081573 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.38704484701156616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree dolly shot, held parallel to the subject, gracefully orbits a giant green sea turtle. It glides effortlessly through the crystal-clear, endless expanse of tropical water. Bright sunlight filters through the shimmering water, creating dancing, shimmering rays of light (the Tyndall effect) against the deep blue background. As the camera smoothly pans, these rays create a gorgeous, warm lens flare, with flecks of golden light softly blooming and shifting across the screen. The turtle is enormous, its massive shell, mottled with deep brown and amber, reflecting a soft luster, revealing the marks of age. Using its massive, powerful front flippers like wings, it makes slow, steady, and deliberate strokes. Each stroke is imbued with graceful power, propelling its massive body through the water like a ballerina. Beneath it, the pristine, sandy seabed is clearly visible, dotted with clumps of vibrant coral and swaying seagrass. The entire scene is dominated by a tranquil blue color scheme, illuminated by golden sunlight penetrating the water, creating a peaceful, magnificent and almost dreamy atmosphere, making people feel the peace of life and the awe-inspiring beauty of nature.", + "seed": 9497, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_13/index_5339_seed_9497_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15065587908029557, + "vlm_logprob": -0.15065587908029557, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.15065587908029557, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06333532929420471 + ], + "opposite_logprob_tokens": [ + -2.813335418701172 + ], + "logprob_reward": -0.06333532929420471, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06333532929420471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343793421983719, + 0.24873371422290802, + 0.06654155254364014, + 0.02810695767402649, + 0.05376126989722252, + 0.07915700972080231, + 0.044471267610788345, + 0.22034648060798645, + 0.0741347149014473, + 0.05036772042512894 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.06333532929420471 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742423892021179 + ], + "opposite_logprob_tokens": [ + -0.9742423892021179 + ], + "logprob_reward": -0.4742423892021179, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742423892021179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11159272491931915, + 0.06817730516195297, + 0.07487666606903076, + 0.06602074950933456, + 0.03208291530609131, + 0.15157383680343628, + 0.1029324159026146, + 0.30221977829933167, + 0.0460246279835701, + 0.04449896514415741 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.4742423892021179 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328958734869957 + ], + "opposite_logprob_tokens": [ + -3.773289680480957 + ], + "logprob_reward": -0.02328958734869957, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328958734869957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09514003992080688, + 0.3334195017814636, + 0.056390777230262756, + 0.02554248832166195, + 0.03884264454245567, + 0.06988195329904556, + 0.07291553169488907, + 0.23176948726177216, + 0.028672225773334503, + 0.04742530360817909 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.02328958734869957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541946023702621 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541946023702621, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541946023702621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09289498627185822, + 0.11525627970695496, + 0.07505714148283005, + 0.06160799041390419, + 0.07548194378614426, + 0.3733394742012024, + 0.023531364277005196, + 0.0931951180100441, + 0.04568428546190262, + 0.04395138844847679 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.012541946023702621 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant green sea turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a fluid 360-degree dolly shot orbiting the turtle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the turtle's shell mottled with deep brown and amber colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing rays of light (Tyndall effect) and golden lens flare visible in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the seabed visible beneath the turtle, showing sandy bottom, coral, and seagrass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.179870143532753 + ], + "opposite_logprob_tokens": [ + -1.8048701286315918 + ], + "logprob_reward": -0.179870143532753, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.179870143532753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07442760467529297, + 0.11848704516887665, + 0.08778992295265198, + 0.03911467641592026, + 0.06428051739931107, + 0.31569820642471313, + 0.016209101304411888, + 0.22157496213912964, + 0.02670487016439438, + 0.03571315482258797 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.179870143532753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_14/index_tensor([3923, 3923])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_14/index_tensor([3923, 3923])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..78aeb7bcbbdf8866c235652a80c0315199888378 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_14/index_tensor([3923, 3923])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a single, unbroken shot, the camera begins with a static, top-down close-up of a sprawling blueprint spread across a dark, oil-stained wooden workbench. A maze of fine, cyan lines covers the crisp white construction paper, depicting the intricate schematics of a complex machine, complete with detailed gears, pistons, and wiring diagrams. Without any visible intervention, the blueprint begins to magically fold itself; sharp, precise creases form automatically, and the paper bends and folds with a life of its own, methodically transforming the complex 2D drawing into a sleek paper airplane. When the final fold is complete, the camera smoothly pulls back and begins tracking as the paper airplane, its wings now adorned with the fragmented schematics, gently lifts from the workbench and takes flight. It begins a graceful, soaring journey through a cluttered yet orderly inventor's workshop, the camera following seamlessly as the aircraft orbits a hanging industrial lamp, its warm glow illuminating the dancing dust motes in the air. It glides over half-assembled machinery, past pegboards neatly arranged with gleaming metal tools, swoops low over a metal lathe, and then rises again, navigating the complexities of space with effortless grace. The entire scene is bathed in the soft golden glow of afternoon sunlight, which filters through a large, grimy window, casting long shadows and creating an atmosphere of quiet wonder and dormant creative potential.", + "seed": 31655, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_14/index_3923_seed_31655_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06982148522511125, + "vlm_logprob": -0.06982148522511125, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.06982148522511125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010358264669775963 + ], + "opposite_logprob_tokens": [ + -4.6353583335876465 + ], + "logprob_reward": -0.010358264669775963, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010358264669775963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10208078473806381, + 0.08123181760311127, + 0.19722974300384521, + 0.07824677973985672, + 0.1748330444097519, + 0.08551821112632751, + 0.04938656836748123, + 0.06903822720050812, + 0.09174464643001556, + 0.07069021463394165 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.010358264669775963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135044276714325 + ], + "opposite_logprob_tokens": [ + -1.3135044574737549 + ], + "logprob_reward": -0.3135044276714325, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135044276714325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11114732921123505, + 0.11851604282855988, + 0.2750062346458435, + 0.13249915838241577, + 0.13640528917312622, + 0.05796090140938759, + 0.04150911793112755, + 0.030993245542049408, + 0.04500808194279671, + 0.050954606384038925 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.3135044276714325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595983536913991 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.00595983536913991, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595983536913991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05002593249082565, + 0.11979356408119202, + 0.13817255198955536, + 0.09664195775985718, + 0.26103898882865906, + 0.060481637716293335, + 0.09448213130235672, + 0.03484717011451721, + 0.06446432322263718, + 0.0800517201423645 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.00595983536913991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745306774973869 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745306774973869, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745306774973869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06787808984518051, + 0.05718882381916046, + 0.07284963876008987, + 0.18430842459201813, + 0.06789367645978928, + 0.12543168663978577, + 0.08572392165660858, + 0.036875732243061066, + 0.10339557379484177, + 0.19845439493656158 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.006745306774973869 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539591640233994 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539591640233994, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539591640233994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06449562311172485, + 0.0398801751434803, + 0.0616949088871479, + 0.09407250583171844, + 0.10012583434581757, + 0.14697399735450745, + 0.04604749381542206, + 0.14703094959259033, + 0.10722095519304276, + 0.19245758652687073 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.012539591640233994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a single, unbroken shot, the camera begins with a static, top-down close-up of a sprawling blueprint spread across a dark, oil-stained wooden workbench. A maze of fine, cyan lines covers the crisp white construction paper, depicting the intricate schematics of a complex machine, complete with detailed gears, pistons, and wiring diagrams. Without any visible intervention, the blueprint begins to magically fold itself; sharp, precise creases form automatically, and the paper bends and folds with a life of its own, methodically transforming the complex 2D drawing into a sleek paper airplane. When the final fold is complete, the camera smoothly pulls back and begins tracking as the paper airplane, its wings now adorned with the fragmented schematics, gently lifts from the workbench and takes flight. It begins a graceful, soaring journey through a cluttered yet orderly inventor's workshop, the camera following seamlessly as the aircraft orbits a hanging industrial lamp, its warm glow illuminating the dancing dust motes in the air. It glides over half-assembled machinery, past pegboards neatly arranged with gleaming metal tools, swoops low over a metal lathe, and then rises again, navigating the complexities of space with effortless grace. The entire scene is bathed in the soft golden glow of afternoon sunlight, which filters through a large, grimy window, casting long shadows and creating an atmosphere of quiet wonder and dormant creative potential.", + "seed": 31656, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_14/index_3923_seed_31656_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013750466611236334, + "vlm_logprob": -0.013750466611236334, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.013750466611236334, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019912345334887505 + ], + "opposite_logprob_tokens": [ + -4.019912242889404 + ], + "logprob_reward": -0.019912345334887505, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019912345334887505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16820128262043, + 0.08472324907779694, + 0.06444334983825684, + 0.09453078359365463, + 0.039691995829343796, + 0.09480181336402893, + 0.02597561851143837, + 0.3665957450866699, + 0.021559620276093483, + 0.03947649151086807 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.019912345334887505 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378821581602097 + ], + "opposite_logprob_tokens": [ + -3.651378870010376 + ], + "logprob_reward": -0.026378821581602097, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378821581602097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.079927459359169, + 0.034699633717536926, + 0.08773612231016159, + 0.12759464979171753, + 0.04599473997950554, + 0.18215981125831604, + 0.028658835217356682, + 0.35891664028167725, + 0.014510434120893478, + 0.039801664650440216 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.026378821581602097 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746609229594469 + ], + "opposite_logprob_tokens": [ + -5.006746768951416 + ], + "logprob_reward": -0.006746609229594469, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746609229594469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09495961666107178, + 0.03560575842857361, + 0.11023318767547607, + 0.24590447545051575, + 0.06851301342248917, + 0.08512011170387268, + 0.1205981895327568, + 0.14967568218708038, + 0.03731460124254227, + 0.05207530036568642 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.006746609229594469 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640286788344383 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.004640286788344383, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640286788344383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08434074372053146, + 0.03700411692261696, + 0.11370544880628586, + 0.16678662598133087, + 0.06703387945890427, + 0.0675203800201416, + 0.05901990830898285, + 0.14866605401039124, + 0.184482142329216, + 0.07144070416688919 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.004640286788344383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074270121753216 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074270121753216, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074270121753216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05208182707428932, + 0.015487970784306526, + 0.02119074948132038, + 0.1175936684012413, + 0.062047380954027176, + 0.07670971006155014, + 0.24415646493434906, + 0.3462989330291748, + 0.023525549098849297, + 0.040907684713602066 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.011074270121753216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a single, unbroken shot, the camera begins with a static, top-down close-up of a sprawling blueprint spread across a dark, oil-stained wooden workbench. A maze of fine, cyan lines covers the crisp white construction paper, depicting the intricate schematics of a complex machine, complete with detailed gears, pistons, and wiring diagrams. Without any visible intervention, the blueprint begins to magically fold itself; sharp, precise creases form automatically, and the paper bends and folds with a life of its own, methodically transforming the complex 2D drawing into a sleek paper airplane. When the final fold is complete, the camera smoothly pulls back and begins tracking as the paper airplane, its wings now adorned with the fragmented schematics, gently lifts from the workbench and takes flight. It begins a graceful, soaring journey through a cluttered yet orderly inventor's workshop, the camera following seamlessly as the aircraft orbits a hanging industrial lamp, its warm glow illuminating the dancing dust motes in the air. It glides over half-assembled machinery, past pegboards neatly arranged with gleaming metal tools, swoops low over a metal lathe, and then rises again, navigating the complexities of space with effortless grace. The entire scene is bathed in the soft golden glow of afternoon sunlight, which filters through a large, grimy window, casting long shadows and creating an atmosphere of quiet wonder and dormant creative potential.", + "seed": 31657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_14/index_3923_seed_31657_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15234926138073207, + "vlm_logprob": -0.15234926138073207, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.15234926138073207, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012279623188078403 + ], + "opposite_logprob_tokens": [ + -4.512279510498047 + ], + "logprob_reward": -0.012279623188078403, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012279623188078403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3969559669494629, + 0.12631045281887054, + 0.09094218164682388, + 0.13113321363925934, + 0.11478374898433685, + 0.029292019084095955, + 0.045523978769779205, + 0.01277937926352024, + 0.02646087296307087, + 0.025818191468715668 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012279623188078403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934009194374084 + ], + "opposite_logprob_tokens": [ + -0.6934009194374084 + ], + "logprob_reward": -0.6934009194374084, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934009194374084, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2986904978752136, + 0.12180035561323166, + 0.0481928288936615, + 0.23220570385456085, + 0.11686602979898453, + 0.038325440138578415, + 0.045327264815568924, + 0.04108825698494911, + 0.02020823210477829, + 0.0372953936457634 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.6934009194374084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012565136887133121 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.012565136887133121, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012565136887133121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12443655729293823, + 0.02825157903134823, + 0.04831280559301376, + 0.2660944163799286, + 0.17405135929584503, + 0.05693010240793228, + 0.06918154656887054, + 0.03935759514570236, + 0.14495988190174103, + 0.04842411354184151 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.012565136887133121 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797225706279278 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.009797225706279278, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797225706279278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2709890305995941, + 0.08546573668718338, + 0.051438089460134506, + 0.2573244869709015, + 0.11059227585792542, + 0.02536774054169655, + 0.06654709577560425, + 0.026195604354143143, + 0.058039579540491104, + 0.04804040119051933 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.009797225706279278 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370340168476105 + ], + "opposite_logprob_tokens": [ + -3.408703327178955 + ], + "logprob_reward": -0.03370340168476105, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370340168476105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08488986641168594, + 0.03859866037964821, + 0.11389545351266861, + 0.08155844360589981, + 0.13883031904697418, + 0.047227971255779266, + 0.22730238735675812, + 0.02691623754799366, + 0.11024756729602814, + 0.13053306937217712 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.03370340168476105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a single, unbroken shot, the camera begins with a static, top-down close-up of a sprawling blueprint spread across a dark, oil-stained wooden workbench. A maze of fine, cyan lines covers the crisp white construction paper, depicting the intricate schematics of a complex machine, complete with detailed gears, pistons, and wiring diagrams. Without any visible intervention, the blueprint begins to magically fold itself; sharp, precise creases form automatically, and the paper bends and folds with a life of its own, methodically transforming the complex 2D drawing into a sleek paper airplane. When the final fold is complete, the camera smoothly pulls back and begins tracking as the paper airplane, its wings now adorned with the fragmented schematics, gently lifts from the workbench and takes flight. It begins a graceful, soaring journey through a cluttered yet orderly inventor's workshop, the camera following seamlessly as the aircraft orbits a hanging industrial lamp, its warm glow illuminating the dancing dust motes in the air. It glides over half-assembled machinery, past pegboards neatly arranged with gleaming metal tools, swoops low over a metal lathe, and then rises again, navigating the complexities of space with effortless grace. The entire scene is bathed in the soft golden glow of afternoon sunlight, which filters through a large, grimy window, casting long shadows and creating an atmosphere of quiet wonder and dormant creative potential.", + "seed": 31658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_14/index_3923_seed_31658_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.049676029849797486, + "vlm_logprob": -0.049676029849797486, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.049676029849797486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00688466290012002 + ], + "opposite_logprob_tokens": [ + -5.131884574890137 + ], + "logprob_reward": -0.00688466290012002, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00688466290012002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23630674183368683, + 0.09560099989175797, + 0.0567229799926281, + 0.17498330771923065, + 0.05986544489860535, + 0.08048882335424423, + 0.03726688027381897, + 0.13582053780555725, + 0.05472407117486, + 0.06822021305561066 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.00688466290012002 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22564001381397247 + ], + "opposite_logprob_tokens": [ + -1.600640058517456 + ], + "logprob_reward": -0.22564001381397247, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22564001381397247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2317979484796524, + 0.079889215528965, + 0.03655366972088814, + 0.26350149512290955, + 0.04260197654366493, + 0.07249424606561661, + 0.05473387986421585, + 0.05208130553364754, + 0.058593254536390305, + 0.10775302350521088 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.22564001381397247 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004649067297577858 + ], + "opposite_logprob_tokens": [ + -5.3796491622924805 + ], + "logprob_reward": -0.004649067297577858, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004649067297577858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05323147401213646, + 0.08683998137712479, + 0.04235173761844635, + 0.23369581997394562, + 0.06843800842761993, + 0.09366863965988159, + 0.06511014699935913, + 0.10074235498905182, + 0.0450211726129055, + 0.2109006941318512 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.004649067297577858 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259012337774038 + ], + "opposite_logprob_tokens": [ + -5.255259037017822 + ], + "logprob_reward": -0.005259012337774038, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259012337774038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047348786145448685, + 0.05532912164926529, + 0.019328130409121513, + 0.17793866991996765, + 0.10259024053812027, + 0.1721488982439041, + 0.047896452248096466, + 0.2077372521162033, + 0.08065301179885864, + 0.08902944624423981 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.005259012337774038 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a static, top-down close-up of a blueprint on a dark, oil-stained wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the blueprint magically fold itself into a sleek paper airplane without visible human intervention?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back and track the paper airplane as it takes flight and orbits a hanging industrial lamp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an inventor's workshop containing half-assembled machinery, pegboards with metal tools, and a metal lathe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft golden afternoon sunlight filtering through a large, grimy window?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947392899543047 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947392899543047, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947392899543047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059779562056064606, + 0.02989637851715088, + 0.05198538303375244, + 0.14902791380882263, + 0.09033061563968658, + 0.14732445776462555, + 0.051073312759399414, + 0.14441004395484924, + 0.1784665286540985, + 0.09770576655864716 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.005947392899543047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_15/index_tensor([9829, 9829])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_15/index_tensor([9829, 9829])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1fd8750911b874834513ebfab4f7f3f3a369e7ea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_15/index_tensor([9829, 9829])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, extreme top-down close-up slowly zooms in on a sheet of weathered parchment, lying flat on a black, polished wooden table. The entire scene is bathed in warm, low-key lighting cast by a single, flickering candle just out of frame, its wavering light causing shadows to dance and highlighting rich textures. The parchment itself is a map of time, its surface a pale ochre stained with dark brown water stains and frayed along its delicately curled edges. Across this ancient canvas, a complex column of Chinese characters, written in a flowing calligraphic script, shimmers with wet ink. Initially static, the elegant forms begin to stir; subtle, unsettling pulsations ripple through the broadest brushstrokes. Then, with a silent, desperate energy, the figures begin to twist and struggle. Their elegant lines twist unnaturally, stretching as if exhausted, then violently contracting, the liquid ink bleeding and reforming as the roots of each symbol pull apart and collide in a chaotic, living dance. The effect is both beautiful and terrifying, creating a tense, mysterious atmosphere of both ancient magic awakening and an entity's struggle to escape its two-dimensional prison.", + "seed": 23996, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_15/index_9829_seed_23996_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17680128375068307, + "vlm_logprob": -0.17680128375068307, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.17680128375068307, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09954313188791275 + ], + "opposite_logprob_tokens": [ + -2.4745430946350098 + ], + "logprob_reward": -0.09954313188791275, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09954313188791275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09973596036434174, + 0.10807259380817413, + 0.08607211709022522, + 0.07057250291109085, + 0.18292652070522308, + 0.09248620271682739, + 0.018191464245319366, + 0.04672035574913025, + 0.02645401656627655, + 0.2687682807445526 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.09954313188791275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761609077453613 + ], + "opposite_logprob_tokens": [ + -0.8261609077453613 + ], + "logprob_reward": -0.5761609077453613, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761609077453613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14825855195522308, + 0.1145385131239891, + 0.08132648468017578, + 0.1913171261548996, + 0.15321961045265198, + 0.023767339065670967, + 0.03060819022357464, + 0.02399858459830284, + 0.06967698037624359, + 0.16328857839107513 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.5761609077453613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033372044563293 + ], + "opposite_logprob_tokens": [ + -2.3503336906433105 + ], + "logprob_reward": -0.10033372044563293, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033372044563293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15964101254940033, + 0.37093690037727356, + 0.1311008185148239, + 0.07778561860322952, + 0.03411250561475754, + 0.030912697315216064, + 0.025891778990626335, + 0.036080535501241684, + 0.018982671201229095, + 0.1145554631948471 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.10033372044563293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034633427858353 + ], + "opposite_logprob_tokens": [ + -2.350346326828003 + ], + "logprob_reward": -0.10034633427858353, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034633427858353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1325845718383789, + 0.16348794102668762, + 0.08025459945201874, + 0.05072798207402229, + 0.05126065015792847, + 0.042262282222509384, + 0.02793208509683609, + 0.015068555250763893, + 0.01845366135239601, + 0.41796764731407166 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.10034633427858353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622324395924807 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622324395924807, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622324395924807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13381770253181458, + 0.31721335649490356, + 0.11135485023260117, + 0.07881148159503937, + 0.047050800174474716, + 0.07094570249319077, + 0.04806411638855934, + 0.03935377299785614, + 0.02886934205889702, + 0.12451891601085663 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.007622324395924807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, extreme top-down close-up slowly zooms in on a sheet of weathered parchment, lying flat on a black, polished wooden table. The entire scene is bathed in warm, low-key lighting cast by a single, flickering candle just out of frame, its wavering light causing shadows to dance and highlighting rich textures. The parchment itself is a map of time, its surface a pale ochre stained with dark brown water stains and frayed along its delicately curled edges. Across this ancient canvas, a complex column of Chinese characters, written in a flowing calligraphic script, shimmers with wet ink. Initially static, the elegant forms begin to stir; subtle, unsettling pulsations ripple through the broadest brushstrokes. Then, with a silent, desperate energy, the figures begin to twist and struggle. Their elegant lines twist unnaturally, stretching as if exhausted, then violently contracting, the liquid ink bleeding and reforming as the roots of each symbol pull apart and collide in a chaotic, living dance. The effect is both beautiful and terrifying, creating a tense, mysterious atmosphere of both ancient magic awakening and an entity's struggle to escape its two-dimensional prison.", + "seed": 23997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_15/index_9829_seed_23997_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16079010665416718, + "vlm_logprob": -0.16079010665416718, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.16079010665416718, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14986485242843628 + ], + "opposite_logprob_tokens": [ + -2.024864912033081 + ], + "logprob_reward": -0.14986485242843628, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14986485242843628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08489800244569778, + 0.07713180035352707, + 0.0645870789885521, + 0.11594850569963455, + 0.13486947119235992, + 0.1385389119386673, + 0.08490652590990067, + 0.03265001252293587, + 0.25241443514823914, + 0.014055310748517513 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.14986485242843628 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559520602226257 + ], + "opposite_logprob_tokens": [ + -1.600595235824585 + ], + "logprob_reward": -0.22559520602226257, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559520602226257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07041218131780624, + 0.053147703409194946, + 0.11454670131206512, + 0.04487502947449684, + 0.026457421481609344, + 0.5367439985275269, + 0.06859377026557922, + 0.025210179388523102, + 0.053320396691560745, + 0.006692647002637386 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.22559520602226257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004237920045853 + ], + "opposite_logprob_tokens": [ + -2.695042371749878 + ], + "logprob_reward": -0.07004237920045853, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004237920045853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12132170796394348, + 0.09041780233383179, + 0.13235044479370117, + 0.10092218965291977, + 0.1591562032699585, + 0.24179261922836304, + 0.0615006759762764, + 0.011725885793566704, + 0.06370856612920761, + 0.017103880643844604 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.07004237920045853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486686944961548 + ], + "opposite_logprob_tokens": [ + -1.2236686944961548 + ], + "logprob_reward": -0.3486686944961548, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486686944961548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22579994797706604, + 0.07712376862764359, + 0.18025946617126465, + 0.026732267811894417, + 0.033894143998622894, + 0.2580404579639435, + 0.10006008297204971, + 0.040801968425512314, + 0.020292028784751892, + 0.03699583560228348 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.3486686944961548 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15841391682624817, + 0.10070589184761047, + 0.07729867100715637, + 0.04696561396121979, + 0.06500917673110962, + 0.04332072287797928, + 0.07531313598155975, + 0.1075301393866539, + 0.24995851516723633, + 0.0754842609167099 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.009779401123523712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, extreme top-down close-up slowly zooms in on a sheet of weathered parchment, lying flat on a black, polished wooden table. The entire scene is bathed in warm, low-key lighting cast by a single, flickering candle just out of frame, its wavering light causing shadows to dance and highlighting rich textures. The parchment itself is a map of time, its surface a pale ochre stained with dark brown water stains and frayed along its delicately curled edges. Across this ancient canvas, a complex column of Chinese characters, written in a flowing calligraphic script, shimmers with wet ink. Initially static, the elegant forms begin to stir; subtle, unsettling pulsations ripple through the broadest brushstrokes. Then, with a silent, desperate energy, the figures begin to twist and struggle. Their elegant lines twist unnaturally, stretching as if exhausted, then violently contracting, the liquid ink bleeding and reforming as the roots of each symbol pull apart and collide in a chaotic, living dance. The effect is both beautiful and terrifying, creating a tense, mysterious atmosphere of both ancient magic awakening and an entity's struggle to escape its two-dimensional prison.", + "seed": 23998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_15/index_9829_seed_23998_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10708858948200942, + "vlm_logprob": -0.10708858948200942, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.10708858948200942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03955933451652527 + ], + "opposite_logprob_tokens": [ + -3.4145593643188477 + ], + "logprob_reward": -0.03955933451652527, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03955933451652527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08749228715896606, + 0.07719612121582031, + 0.033345069736242294, + 0.6134573221206665, + 0.028616957366466522, + 0.022811850532889366, + 0.026187807321548462, + 0.02070814184844494, + 0.04780244454741478, + 0.04238201677799225 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.03955933451652527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133466839790344 + ], + "opposite_logprob_tokens": [ + -1.406334638595581 + ], + "logprob_reward": -0.28133466839790344, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133466839790344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07017020881175995, + 0.05425887927412987, + 0.027160771191120148, + 0.6637362241744995, + 0.020925212651491165, + 0.015412935987114906, + 0.009802406653761864, + 0.05298512056469917, + 0.035451874136924744, + 0.05009635165333748 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.28133466839790344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295140534639359 + ], + "opposite_logprob_tokens": [ + -2.2379515171051025 + ], + "logprob_reward": -0.11295140534639359, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295140534639359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07113628089427948, + 0.17987696826457977, + 0.02431955374777317, + 0.4400169551372528, + 0.04931056872010231, + 0.026004750281572342, + 0.007963729090988636, + 0.02051207795739174, + 0.15126933157444, + 0.029589766636490822 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.11295140534639359 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906465768814087 + ], + "opposite_logprob_tokens": [ + -2.464064598083496 + ], + "logprob_reward": -0.08906465768814087, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906465768814087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03316536918282509, + 0.03345388546586037, + 0.01495424285531044, + 0.42013001441955566, + 0.03135233372449875, + 0.03644596412777901, + 0.055047255009412766, + 0.04484180733561516, + 0.22339539229869843, + 0.10721375793218613 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.08906465768814087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532881461083889 + ], + "opposite_logprob_tokens": [ + -4.387532711029053 + ], + "logprob_reward": -0.012532881461083889, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532881461083889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14052332937717438, + 0.03539380803704262, + 0.025179503485560417, + 0.15065479278564453, + 0.0723971426486969, + 0.04562464356422424, + 0.021531980484724045, + 0.06136834993958473, + 0.3775075376033783, + 0.06981895118951797 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.012532881461083889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, extreme top-down close-up slowly zooms in on a sheet of weathered parchment, lying flat on a black, polished wooden table. The entire scene is bathed in warm, low-key lighting cast by a single, flickering candle just out of frame, its wavering light causing shadows to dance and highlighting rich textures. The parchment itself is a map of time, its surface a pale ochre stained with dark brown water stains and frayed along its delicately curled edges. Across this ancient canvas, a complex column of Chinese characters, written in a flowing calligraphic script, shimmers with wet ink. Initially static, the elegant forms begin to stir; subtle, unsettling pulsations ripple through the broadest brushstrokes. Then, with a silent, desperate energy, the figures begin to twist and struggle. Their elegant lines twist unnaturally, stretching as if exhausted, then violently contracting, the liquid ink bleeding and reforming as the roots of each symbol pull apart and collide in a chaotic, living dance. The effect is both beautiful and terrifying, creating a tense, mysterious atmosphere of both ancient magic awakening and an entity's struggle to escape its two-dimensional prison.", + "seed": 23999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_15/index_9829_seed_23999_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14355533719062805, + "vlm_logprob": -0.14355533719062805, + "vlm_yes_no_margin": 2.2249999761581423, + "vlm_token_credit": -0.14355533719062805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23793788254261017 + ], + "opposite_logprob_tokens": [ + -1.6129379272460938 + ], + "logprob_reward": -0.23793788254261017, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23793788254261017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13797852396965027, + 0.06502123177051544, + 0.04074844345450401, + 0.03624863550066948, + 0.12516118586063385, + 0.049244437366724014, + 0.042077045887708664, + 0.2236219197511673, + 0.20442400872707367, + 0.07547459751367569 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.23793788254261017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708459794521332 + ], + "opposite_logprob_tokens": [ + -2.127084493637085 + ], + "logprob_reward": -0.12708459794521332, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12708459794521332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15594547986984253, + 0.09213877469301224, + 0.04928459972143173, + 0.03830891475081444, + 0.03423887863755226, + 0.045807257294654846, + 0.05364017188549042, + 0.07902955263853073, + 0.29490676522254944, + 0.15669959783554077 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.12708459794521332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296812444925308 + ], + "opposite_logprob_tokens": [ + -2.2379682064056396 + ], + "logprob_reward": -0.11296812444925308, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296812444925308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1802452802658081, + 0.0849059596657753, + 0.1768415868282318, + 0.0546431839466095, + 0.08686983585357666, + 0.028721315786242485, + 0.04485613480210304, + 0.042591653764247894, + 0.07359617948532104, + 0.2267289161682129 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.11296812444925308 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559501230716705 + ], + "opposite_logprob_tokens": [ + -1.6005949974060059 + ], + "logprob_reward": -0.22559501230716705, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559501230716705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18104352056980133, + 0.0710836872458458, + 0.04198335111141205, + 0.06853616237640381, + 0.020528998225927353, + 0.08294591307640076, + 0.040361881256103516, + 0.06270035356283188, + 0.3043312132358551, + 0.1264849454164505 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.22559501230716705 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an extreme top-down close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a single flickering candle source casting warm, low-key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the Chinese calligraphy characters on the parchment begin to twist, stretch, and struggle as if alive?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the parchment surface pale ochre with dark brown water stains and frayed, curled edges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191068708896637 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191068708896637, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191068708896637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2626403570175171, + 0.08895127475261688, + 0.04938959702849388, + 0.10146836936473846, + 0.263546884059906, + 0.01731247268617153, + 0.03756725788116455, + 0.03448464721441269, + 0.0984482616186142, + 0.04619094356894493 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.014191068708896637 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_2/index_tensor([6618, 6618])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_2/index_tensor([6618, 6618])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9f664a217d3d6e71252ced5c81708b6e4fe5a1fc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_2/index_tensor([6618, 6618])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot shot from an extremely low angle, the camera slowly tilting upward to emphasize a sense of majestic oppression. The image depicts an ancient, dense primeval forest, drenched in the cold, clear blue light of a full moon at midnight. Within this stillness, a massive, humanoid creature, composed of the rough, deeply grooved bark of an ancient tree, occupies the center of the frame, its massive form dotted with moist moss. Countless glowing vines, like the creature's own veins, entwine and weave through the cracks of its bark, rhythmically pulsing with a mysterious, inner blue-violet light. With a dull, grinding sound, as if from deep within the earth, the creature, with an extremely slow and solemn gesture, carefully unfolds its arms, resembling those of enormous, dead branches; the movement is so deliberate and powerful that a subtle disturbance in the air is palpable. High-contrast moonlight streams down from above, interplaying with the glow of the vines within the creature, casting ever-changing, flowing, dramatic shadows across its textured body. The contraction and relaxation of every muscle – if you can call it that – are clearly outlined by the light and shadow, creating an intense and awe-inspiring cinematic lighting effect and an atmosphere that is ancient, mysterious, and full of vitality.", + "seed": 2867, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_2/index_6618_seed_2867_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10643418887630104, + "vlm_logprob": -0.10643418887630104, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.10643418887630104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2718697786331177 + ], + "opposite_logprob_tokens": [ + -1.5218697786331177 + ], + "logprob_reward": -0.2718697786331177, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2718697786331177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3594895601272583, + 0.13521717488765717, + 0.09302595257759094, + 0.055239636451005936, + 0.06563106179237366, + 0.04662679508328438, + 0.02704734541475773, + 0.01759439893066883, + 0.0920615866780281, + 0.10806653648614883 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.2718697786331177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559987008571625 + ], + "opposite_logprob_tokens": [ + -1.6005998849868774 + ], + "logprob_reward": -0.22559987008571625, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559987008571625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1203593760728836, + 0.17682620882987976, + 0.19152037799358368, + 0.047225575894117355, + 0.033652398735284805, + 0.027767766267061234, + 0.029608232900500298, + 0.037638626992702484, + 0.16373053193092346, + 0.17167094349861145 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.22559987008571625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651203285902739 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.004651203285902739, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651203285902739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1726146787405014, + 0.1398603618144989, + 0.07907132804393768, + 0.12463278323411942, + 0.12964670360088348, + 0.058693066239356995, + 0.03318075090646744, + 0.02932560071349144, + 0.160023033618927, + 0.07295171171426773 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.004651203285902739 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748740561306477 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748740561306477, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748740561306477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7004342675209045, + 0.05053829029202461, + 0.03490947559475899, + 0.029886212199926376, + 0.04511026293039322, + 0.02777576446533203, + 0.016058044508099556, + 0.01882181502878666, + 0.05315934121608734, + 0.023306576535105705 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.006748740561306477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301351815462112 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301351815462112, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301351815462112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26082441210746765, + 0.07540453225374222, + 0.05623331665992737, + 0.07560665905475616, + 0.27546313405036926, + 0.04826391860842705, + 0.06549390405416489, + 0.0313359797000885, + 0.07503178715705872, + 0.036342326551675797 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.023301351815462112 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, the camera slowly tilting upward to emphasize a sense of majestic oppression. The image depicts an ancient, dense primeval forest, drenched in the cold, clear blue light of a full moon at midnight. Within this stillness, a massive, humanoid creature, composed of the rough, deeply grooved bark of an ancient tree, occupies the center of the frame, its massive form dotted with moist moss. Countless glowing vines, like the creature's own veins, entwine and weave through the cracks of its bark, rhythmically pulsing with a mysterious, inner blue-violet light. With a dull, grinding sound, as if from deep within the earth, the creature, with an extremely slow and solemn gesture, carefully unfolds its arms, resembling those of enormous, dead branches; the movement is so deliberate and powerful that a subtle disturbance in the air is palpable. High-contrast moonlight streams down from above, interplaying with the glow of the vines within the creature, casting ever-changing, flowing, dramatic shadows across its textured body. The contraction and relaxation of every muscle – if you can call it that – are clearly outlined by the light and shadow, creating an intense and awe-inspiring cinematic lighting effect and an atmosphere that is ancient, mysterious, and full of vitality.", + "seed": 2868, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_2/index_6618_seed_2868_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08429328491911292, + "vlm_logprob": -0.08429328491911292, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.08429328491911292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.30652883648872375 + ], + "opposite_logprob_tokens": [ + -1.4315288066864014 + ], + "logprob_reward": -0.30652883648872375, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.30652883648872375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11803563684225082, + 0.02035459689795971, + 0.039782408624887466, + 0.018553107976913452, + 0.057426817715168, + 0.6055659055709839, + 0.030358610674738884, + 0.01846194453537464, + 0.0650215744972229, + 0.0264393649995327 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.30652883648872375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900343090295792 + ], + "opposite_logprob_tokens": [ + -2.57900333404541 + ], + "logprob_reward": -0.07900343090295792, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900343090295792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04786312207579613, + 0.023909399285912514, + 0.1350615918636322, + 0.044807855039834976, + 0.4255182147026062, + 0.03510693088173866, + 0.10569222271442413, + 0.04348474368453026, + 0.030303800478577614, + 0.10825208574533463 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.07900343090295792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036278641782701015 + ], + "opposite_logprob_tokens": [ + -5.628627777099609 + ], + "logprob_reward": -0.0036278641782701015, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036278641782701015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11309599876403809, + 0.04115436598658562, + 0.07603758573532104, + 0.04106719791889191, + 0.12971444427967072, + 0.3587183952331543, + 0.03474796190857887, + 0.029160119593143463, + 0.05170798301696777, + 0.12459593266248703 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.0036278641782701015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059555694460868835 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.0059555694460868835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059555694460868835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10578795522451401, + 0.09396400302648544, + 0.04985462501645088, + 0.059156421571969986, + 0.33332568407058716, + 0.14763443171977997, + 0.045259468257427216, + 0.05983159318566322, + 0.02465757168829441, + 0.08052824437618256 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0059555694460868835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350723579525948 + ], + "opposite_logprob_tokens": [ + -3.651350736618042 + ], + "logprob_reward": -0.026350723579525948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350723579525948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012422033585608006, + 0.03169384226202965, + 0.022437579929828644, + 0.02411576732993126, + 0.011548373848199844, + 0.7200505137443542, + 0.01586105115711689, + 0.017379194498062134, + 0.03660382330417633, + 0.10788791626691818 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.026350723579525948 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, the camera slowly tilting upward to emphasize a sense of majestic oppression. The image depicts an ancient, dense primeval forest, drenched in the cold, clear blue light of a full moon at midnight. Within this stillness, a massive, humanoid creature, composed of the rough, deeply grooved bark of an ancient tree, occupies the center of the frame, its massive form dotted with moist moss. Countless glowing vines, like the creature's own veins, entwine and weave through the cracks of its bark, rhythmically pulsing with a mysterious, inner blue-violet light. With a dull, grinding sound, as if from deep within the earth, the creature, with an extremely slow and solemn gesture, carefully unfolds its arms, resembling those of enormous, dead branches; the movement is so deliberate and powerful that a subtle disturbance in the air is palpable. High-contrast moonlight streams down from above, interplaying with the glow of the vines within the creature, casting ever-changing, flowing, dramatic shadows across its textured body. The contraction and relaxation of every muscle – if you can call it that – are clearly outlined by the light and shadow, creating an intense and awe-inspiring cinematic lighting effect and an atmosphere that is ancient, mysterious, and full of vitality.", + "seed": 2869, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_2/index_6618_seed_2869_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19222468384541572, + "vlm_logprob": -0.19222468384541572, + "vlm_yes_no_margin": 3.0249999940395353, + "vlm_token_credit": -0.19222468384541572, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4881187975406647 + ], + "opposite_logprob_tokens": [ + -0.9881187677383423 + ], + "logprob_reward": -0.4881187975406647, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4881187975406647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13543526828289032, + 0.05707596242427826, + 0.19734413921833038, + 0.10726694017648697, + 0.06840912252664566, + 0.05518912523984909, + 0.10906438529491425, + 0.11154072731733322, + 0.11834463477134705, + 0.040329717099666595 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.4881187975406647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42890623211860657 + ], + "opposite_logprob_tokens": [ + -1.0539062023162842 + ], + "logprob_reward": -0.42890623211860657, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42890623211860657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13680709898471832, + 0.1587134450674057, + 0.08708547800779343, + 0.07388095557689667, + 0.08695728331804276, + 0.14324796199798584, + 0.13428017497062683, + 0.10430533438920975, + 0.03801136091351509, + 0.036710891872644424 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.42890623211860657 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006755608133971691 + ], + "opposite_logprob_tokens": [ + -5.006755828857422 + ], + "logprob_reward": -0.006755608133971691, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006755608133971691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1590455025434494, + 0.048516467213630676, + 0.06507189571857452, + 0.1355089247226715, + 0.08564573526382446, + 0.17664910852909088, + 0.0782928466796875, + 0.09397215396165848, + 0.08944232761859894, + 0.06785503029823303 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.006755608133971691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036235882434993982 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.0036235882434993982, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036235882434993982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3121641278266907, + 0.12768928706645966, + 0.11170388758182526, + 0.08903328329324722, + 0.050554778426885605, + 0.10084336251020432, + 0.036721523851156235, + 0.07893405109643936, + 0.03557422757148743, + 0.05678144469857216 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0036235882434993982 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371919319033623 + ], + "opposite_logprob_tokens": [ + -3.408719301223755 + ], + "logprob_reward": -0.03371919319033623, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371919319033623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0860554426908493, + 0.03157852590084076, + 0.04274257272481918, + 0.127402201294899, + 0.08361057937145233, + 0.2865307331085205, + 0.055447813123464584, + 0.11620248854160309, + 0.11765646934509277, + 0.05277314409613609 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.03371919319033623 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot from an extremely low angle, the camera slowly tilting upward to emphasize a sense of majestic oppression. The image depicts an ancient, dense primeval forest, drenched in the cold, clear blue light of a full moon at midnight. Within this stillness, a massive, humanoid creature, composed of the rough, deeply grooved bark of an ancient tree, occupies the center of the frame, its massive form dotted with moist moss. Countless glowing vines, like the creature's own veins, entwine and weave through the cracks of its bark, rhythmically pulsing with a mysterious, inner blue-violet light. With a dull, grinding sound, as if from deep within the earth, the creature, with an extremely slow and solemn gesture, carefully unfolds its arms, resembling those of enormous, dead branches; the movement is so deliberate and powerful that a subtle disturbance in the air is palpable. High-contrast moonlight streams down from above, interplaying with the glow of the vines within the creature, casting ever-changing, flowing, dramatic shadows across its textured body. The contraction and relaxation of every muscle – if you can call it that – are clearly outlined by the light and shadow, creating an intense and awe-inspiring cinematic lighting effect and an atmosphere that is ancient, mysterious, and full of vitality.", + "seed": 2870, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_2/index_6618_seed_2870_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17930571008473634, + "vlm_logprob": -0.17930571008473634, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.17930571008473634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6052781343460083 + ], + "opposite_logprob_tokens": [ + -0.8552781343460083 + ], + "logprob_reward": -0.6052781343460083, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6052781343460083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05785657837986946, + 0.030796846374869347, + 0.015239980071783066, + 0.13534954190254211, + 0.03374428302049637, + 0.5058667063713074, + 0.07670418918132782, + 0.046307243406772614, + 0.04824727773666382, + 0.04988730326294899 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.6052781343460083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213417410850525 + ], + "opposite_logprob_tokens": [ + -1.5021342039108276 + ], + "logprob_reward": -0.25213417410850525, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213417410850525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036829955875873566, + 0.04039829596877098, + 0.032781608402729034, + 0.023516571149230003, + 0.037584006786346436, + 0.42813190817832947, + 0.03286614641547203, + 0.07956414669752121, + 0.044713255017995834, + 0.24361421167850494 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.25213417410850525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046563055366277695 + ], + "opposite_logprob_tokens": [ + -5.3796563148498535 + ], + "logprob_reward": -0.0046563055366277695, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046563055366277695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10081561654806137, + 0.03720558062195778, + 0.08323757350444794, + 0.04151755943894386, + 0.08051879703998566, + 0.07550852745771408, + 0.04541715607047081, + 0.1410466730594635, + 0.04442043602466583, + 0.3503120541572571 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0046563055366277695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646456800401211 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646456800401211, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646456800401211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036521345376968384, + 0.2869165241718292, + 0.08734685182571411, + 0.02806091122329235, + 0.06758633255958557, + 0.31218406558036804, + 0.06933993846178055, + 0.05558714643120766, + 0.014957141131162643, + 0.04149968549609184 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.004646456800401211 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a massive humanoid creature made of rough, deeply grooved tree bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless glowing vines entwined in the creature's bark, pulsing with blue-violet light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the creature slowly and deliberately unfold its arms resembling enormous dead branches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029813479632139206 + ], + "opposite_logprob_tokens": [ + -3.529813528060913 + ], + "logprob_reward": -0.029813479632139206, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029813479632139206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03808444365859032, + 0.01640251651406288, + 0.02122395671904087, + 0.049650005996227264, + 0.05982869490981102, + 0.189559668302536, + 0.020358245819807053, + 0.06579409539699554, + 0.04000925272703171, + 0.4990890622138977 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.029813479632139206 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_3/index_tensor([3278, 3278])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_3/index_tensor([3278, 3278])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..55c1129da610077555532d78cbc5241703eabfdd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_3/index_tensor([3278, 3278])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, upward-looking tracking shot follows a mythical phoenix soaring through the deep, inky night sky. Enveloped in a luminous, warm golden flame, the phoenix gracefully flickers and dances with its movements. Each feather seems forged from pure light, radiating a fiery, divine glow. Its vast, magnificent wings are fully extended, their edges gleaming like rubies and sapphires in the flames. Its elegant head is held high, its eyes gleaming with wisdom and eternity. Each flap of its wings is graceful yet powerful, propelling it in an elegant arc across a night dotted with countless shimmering stars. Behind it, a long, iridescent ribbon of light, composed of countless shimmering particles of light, trails out, a brilliant rainbow-like trail. This ribbon blends blazing orange, deep purple, and brilliant cyan, slowly dissipating into the darkness. The phoenix itself is the sole source of light in the scene, its golden radiance tinging the surrounding night sky with a warm hue, creating an epic atmosphere of sacredness, grandeur, and eternal vitality.", + "seed": 22244, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_3/index_3278_seed_22244_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02977154292166233, + "vlm_logprob": -0.02977154292166233, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02977154292166233, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006664312444627285 + ], + "opposite_logprob_tokens": [ + -5.131664276123047 + ], + "logprob_reward": -0.006664312444627285, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006664312444627285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06389869749546051, + 0.5266166925430298, + 0.06528246402740479, + 0.06189563125371933, + 0.036144427955150604, + 0.09875700622797012, + 0.026336949318647385, + 0.050255149602890015, + 0.018551507964730263, + 0.05226154252886772 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.006664312444627285 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024943212047219276 + ], + "opposite_logprob_tokens": [ + -6.0024943351745605 + ], + "logprob_reward": -0.0024943212047219276, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024943212047219276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10387123376131058, + 0.3114204704761505, + 0.0456993542611599, + 0.12240458279848099, + 0.03624013438820839, + 0.11570172011852264, + 0.07087162882089615, + 0.0363423191010952, + 0.05116612836718559, + 0.10628240555524826 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.0024943212047219276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430566631257534 + ], + "opposite_logprob_tokens": [ + -3.1680567264556885 + ], + "logprob_reward": -0.0430566631257534, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430566631257534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06966914236545563, + 0.14887449145317078, + 0.11084144562482834, + 0.20705460011959076, + 0.08542612940073013, + 0.16007766127586365, + 0.04138583689928055, + 0.11255302280187607, + 0.026012033224105835, + 0.038105666637420654 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.0430566631257534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628476247191429 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628476247191429, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628476247191429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13690076768398285, + 0.20088455080986023, + 0.13508360087871552, + 0.22364112734794617, + 0.04584299027919769, + 0.11783689260482788, + 0.046196602284908295, + 0.027512727305293083, + 0.02319750189781189, + 0.04290328174829483 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.007628476247191429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901394158601761 + ], + "opposite_logprob_tokens": [ + -2.4640140533447266 + ], + "logprob_reward": -0.08901394158601761, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901394158601761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09755776077508926, + 0.3392178416252136, + 0.05585949495434761, + 0.1375472992658615, + 0.03266635164618492, + 0.15526427328586578, + 0.05581884831190109, + 0.06105222553014755, + 0.031017396599054337, + 0.0339985154569149 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.08901394158601761 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, upward-looking tracking shot follows a mythical phoenix soaring through the deep, inky night sky. Enveloped in a luminous, warm golden flame, the phoenix gracefully flickers and dances with its movements. Each feather seems forged from pure light, radiating a fiery, divine glow. Its vast, magnificent wings are fully extended, their edges gleaming like rubies and sapphires in the flames. Its elegant head is held high, its eyes gleaming with wisdom and eternity. Each flap of its wings is graceful yet powerful, propelling it in an elegant arc across a night dotted with countless shimmering stars. Behind it, a long, iridescent ribbon of light, composed of countless shimmering particles of light, trails out, a brilliant rainbow-like trail. This ribbon blends blazing orange, deep purple, and brilliant cyan, slowly dissipating into the darkness. The phoenix itself is the sole source of light in the scene, its golden radiance tinging the surrounding night sky with a warm hue, creating an epic atmosphere of sacredness, grandeur, and eternal vitality.", + "seed": 22245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_3/index_3278_seed_22245_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04853631211444735, + "vlm_logprob": -0.04853631211444735, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04853631211444735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035761946346610785 + ], + "opposite_logprob_tokens": [ + -5.753576278686523 + ], + "logprob_reward": -0.0035761946346610785, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0035761946346610785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2263946235179901, + 0.11083539575338364, + 0.057400867342948914, + 0.07399946451187134, + 0.1230926439166069, + 0.0889272391796112, + 0.1435902714729309, + 0.0669899433851242, + 0.0640522688627243, + 0.044717323035001755 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0035761946346610785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249182409606874 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.00249182409606874, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249182409606874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3423153758049011, + 0.03964428976178169, + 0.0395459309220314, + 0.1804618537425995, + 0.06038963794708252, + 0.07203744351863861, + 0.08495677262544632, + 0.0842135101556778, + 0.06911945343017578, + 0.02731565572321415 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.00249182409606874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890236496925354 + ], + "opposite_logprob_tokens": [ + -2.4640235900878906 + ], + "logprob_reward": -0.0890236496925354, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890236496925354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26363104581832886, + 0.07851327955722809, + 0.04737863317131996, + 0.10515892505645752, + 0.04860716313123703, + 0.07757311314344406, + 0.09419619292020798, + 0.11447219550609589, + 0.08302786946296692, + 0.0874415934085846 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0890236496925354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574599504470825 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574599504470825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574599504470825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18029572069644928, + 0.1035456582903862, + 0.09597234427928925, + 0.1501777321100235, + 0.13013796508312225, + 0.07528138160705566, + 0.10138371586799622, + 0.057633284479379654, + 0.05977615341544151, + 0.04579600691795349 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.020574599504470825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701529264450073 + ], + "opposite_logprob_tokens": [ + -2.1270153522491455 + ], + "logprob_reward": -0.12701529264450073, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701529264450073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20128023624420166, + 0.08437392860651016, + 0.08426819741725922, + 0.2049832046031952, + 0.07156231999397278, + 0.06871137768030167, + 0.08325973153114319, + 0.058606065809726715, + 0.05808889865875244, + 0.08486612141132355 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.12701529264450073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, upward-looking tracking shot follows a mythical phoenix soaring through the deep, inky night sky. Enveloped in a luminous, warm golden flame, the phoenix gracefully flickers and dances with its movements. Each feather seems forged from pure light, radiating a fiery, divine glow. Its vast, magnificent wings are fully extended, their edges gleaming like rubies and sapphires in the flames. Its elegant head is held high, its eyes gleaming with wisdom and eternity. Each flap of its wings is graceful yet powerful, propelling it in an elegant arc across a night dotted with countless shimmering stars. Behind it, a long, iridescent ribbon of light, composed of countless shimmering particles of light, trails out, a brilliant rainbow-like trail. This ribbon blends blazing orange, deep purple, and brilliant cyan, slowly dissipating into the darkness. The phoenix itself is the sole source of light in the scene, its golden radiance tinging the surrounding night sky with a warm hue, creating an epic atmosphere of sacredness, grandeur, and eternal vitality.", + "seed": 22246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_3/index_3278_seed_22246_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03189724669791758, + "vlm_logprob": -0.03189724669791758, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.03189724669791758, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01640182174742222 + ], + "opposite_logprob_tokens": [ + -4.141401767730713 + ], + "logprob_reward": -0.01640182174742222, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01640182174742222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050382331013679504, + 0.0986720621585846, + 0.0770030990242958, + 0.038889821618795395, + 0.18061400949954987, + 0.209692120552063, + 0.07640295475721359, + 0.10049382597208023, + 0.04880012571811676, + 0.11904973536729813 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.01640182174742222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00220104050822556 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.00220104050822556, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00220104050822556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14361637830734253, + 0.11768671125173569, + 0.07632984966039658, + 0.02999141626060009, + 0.07732491195201874, + 0.22899429500102997, + 0.08712126314640045, + 0.04586363583803177, + 0.07990950345993042, + 0.11316200345754623 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.00220104050822556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368864953517914 + ], + "opposite_logprob_tokens": [ + -3.408688545227051 + ], + "logprob_reward": -0.03368864953517914, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368864953517914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10269220173358917, + 0.13861337304115295, + 0.05824044346809387, + 0.037970833480358124, + 0.09649843722581863, + 0.1359182745218277, + 0.04978673905134201, + 0.1740032136440277, + 0.10331527143716812, + 0.10296117514371872 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.03368864953517914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0644766241312027, + 0.34657901525497437, + 0.08651155233383179, + 0.08897433429956436, + 0.04168460890650749, + 0.1255742758512497, + 0.03120274655520916, + 0.04068419337272644, + 0.11663749814033508, + 0.05767521634697914 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.01818273961544037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901198208332062 + ], + "opposite_logprob_tokens": [ + -2.4640119075775146 + ], + "logprob_reward": -0.08901198208332062, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901198208332062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10030712187290192, + 0.17357653379440308, + 0.10754454135894775, + 0.035792816430330276, + 0.15080471336841583, + 0.06503061950206757, + 0.046198520809412, + 0.08934314548969269, + 0.14003421366214752, + 0.09136779606342316 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.08901198208332062 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, upward-looking tracking shot follows a mythical phoenix soaring through the deep, inky night sky. Enveloped in a luminous, warm golden flame, the phoenix gracefully flickers and dances with its movements. Each feather seems forged from pure light, radiating a fiery, divine glow. Its vast, magnificent wings are fully extended, their edges gleaming like rubies and sapphires in the flames. Its elegant head is held high, its eyes gleaming with wisdom and eternity. Each flap of its wings is graceful yet powerful, propelling it in an elegant arc across a night dotted with countless shimmering stars. Behind it, a long, iridescent ribbon of light, composed of countless shimmering particles of light, trails out, a brilliant rainbow-like trail. This ribbon blends blazing orange, deep purple, and brilliant cyan, slowly dissipating into the darkness. The phoenix itself is the sole source of light in the scene, its golden radiance tinging the surrounding night sky with a warm hue, creating an epic atmosphere of sacredness, grandeur, and eternal vitality.", + "seed": 22247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_3/index_3278_seed_22247_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02956944340839982, + "vlm_logprob": -0.02956944340839982, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02956944340839982, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0073648616671562195 + ], + "opposite_logprob_tokens": [ + -5.007364749908447 + ], + "logprob_reward": -0.0073648616671562195, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0073648616671562195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.079441599547863, + 0.013992764987051487, + 0.06670976430177689, + 0.19977395236492157, + 0.1178063228726387, + 0.02809911221265793, + 0.021842649206519127, + 0.10311289131641388, + 0.09819971770048141, + 0.2710212767124176 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.0073648616671562195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001717998180538416 + ], + "opposite_logprob_tokens": [ + -6.376718044281006 + ], + "logprob_reward": -0.001717998180538416, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001717998180538416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23097553849220276, + 0.03922417014837265, + 0.07361264526844025, + 0.04269137233495712, + 0.1991591900587082, + 0.07625628262758255, + 0.10892268270254135, + 0.04538337513804436, + 0.057523373514413834, + 0.12625135481357574 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.001717998180538416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368888050317764 + ], + "opposite_logprob_tokens": [ + -3.40868878364563 + ], + "logprob_reward": -0.03368888050317764, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368888050317764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06295882165431976, + 0.01838720589876175, + 0.2258189618587494, + 0.18786779046058655, + 0.03996889665722847, + 0.039951495826244354, + 0.07116381078958511, + 0.031384002417325974, + 0.18691939115524292, + 0.13557958602905273 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.03368888050317764 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606426201760769 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.01606426201760769, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606426201760769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15286952257156372, + 0.01948719471693039, + 0.06260883063077927, + 0.2011093944311142, + 0.10595379769802094, + 0.088556669652462, + 0.17195935547351837, + 0.023826267570257187, + 0.04039862006902695, + 0.13323037326335907 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.01606426201760769 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with wings fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the phoenix enveloped in luminous, warm golden flame with feathers appearing to be made of pure light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the phoenix move in a graceful, dancing motion propelling it in an elegant arc across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a long, iridescent ribbon of light trailing behind the phoenix composed of orange, purple, and cyan particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a dynamic, upward-looking tracking shot following the phoenix?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901121467351913 + ], + "opposite_logprob_tokens": [ + -2.4640111923217773 + ], + "logprob_reward": -0.08901121467351913, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901121467351913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12816493213176727, + 0.03773953393101692, + 0.14330683648586273, + 0.0638786181807518, + 0.17983075976371765, + 0.06202096492052078, + 0.09849924594163895, + 0.031648024916648865, + 0.17013944685459137, + 0.08477163314819336 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.08901121467351913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_4/index_tensor([8349, 8349])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_4/index_tensor([8349, 8349])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..457590add73d1a460413554829aadf2584fcec14 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_4/index_tensor([8349, 8349])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a massive main battle tank as it hurtles forward at breakneck speed across a vast, rain-soaked, muddy field. Under a gloomy gray sky, the war machine, painted in a deep, matte olive green camouflage, churns its broad, sturdy metal tracks furiously, each rut digging deep into the ground and violently throwing huge chunks of sticky, dark brown mud and murky water high and low to the rear and sides in a spectacular, chaotic curtain of mud. The heavy vehicle heaves and pitches violently across the uneven terrain, its massive turret pointing steadily forward, its long barrel swaying slightly as the vehicle sways. Soft, diffused lighting accentuates the cool texture of the tank's metal hull and the wet sheen of the splattered mud. The entire scene, shrouded in a chilling hue, is imbued with a sense of raw power, tension, and unstoppable momentum.", + "seed": 15330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_4/index_8349_seed_15330_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05064400788396597, + "vlm_logprob": -0.05064400788396597, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.05064400788396597, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11472469568252563 + ], + "opposite_logprob_tokens": [ + -2.239724636077881 + ], + "logprob_reward": -0.11472469568252563, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11472469568252563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17460423707962036, + 0.07623758167028427, + 0.02884826995432377, + 0.034096021205186844, + 0.0729159563779831, + 0.34091660380363464, + 0.07869695872068405, + 0.03441394865512848, + 0.085932157933712, + 0.07333832234144211 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.11472469568252563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890621468424797 + ], + "opposite_logprob_tokens": [ + -2.464062213897705 + ], + "logprob_reward": -0.0890621468424797, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890621468424797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17065531015396118, + 0.22198274731636047, + 0.12641121447086334, + 0.06104664504528046, + 0.10091477632522583, + 0.11010652035474777, + 0.03274032473564148, + 0.023346692323684692, + 0.11495515704154968, + 0.037840548902750015 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0890621468424797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032021934166550636 + ], + "opposite_logprob_tokens": [ + -5.753201961517334 + ], + "logprob_reward": -0.0032021934166550636, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032021934166550636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14749987423419952, + 0.16933898627758026, + 0.1230953261256218, + 0.10217349231243134, + 0.07086706906557083, + 0.10155121982097626, + 0.032021958380937576, + 0.01738506741821766, + 0.1642221063375473, + 0.07184494286775589 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0032021934166550636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545006349682808 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545006349682808, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545006349682808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15577051043510437, + 0.0745185911655426, + 0.03807944804430008, + 0.19424480199813843, + 0.19552308320999146, + 0.057860277593135834, + 0.023238221183419228, + 0.09654392302036285, + 0.045513659715652466, + 0.11870754510164261 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.012545006349682808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368599712848663 + ], + "opposite_logprob_tokens": [ + -3.4086859226226807 + ], + "logprob_reward": -0.03368599712848663, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368599712848663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16497941315174103, + 0.1047242134809494, + 0.06206313520669937, + 0.0575929656624794, + 0.13937680423259735, + 0.07574265450239182, + 0.03700483217835426, + 0.036981597542762756, + 0.1530485451221466, + 0.16848579049110413 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.03368599712848663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a massive main battle tank as it hurtles forward at breakneck speed across a vast, rain-soaked, muddy field. Under a gloomy gray sky, the war machine, painted in a deep, matte olive green camouflage, churns its broad, sturdy metal tracks furiously, each rut digging deep into the ground and violently throwing huge chunks of sticky, dark brown mud and murky water high and low to the rear and sides in a spectacular, chaotic curtain of mud. The heavy vehicle heaves and pitches violently across the uneven terrain, its massive turret pointing steadily forward, its long barrel swaying slightly as the vehicle sways. Soft, diffused lighting accentuates the cool texture of the tank's metal hull and the wet sheen of the splattered mud. The entire scene, shrouded in a chilling hue, is imbued with a sense of raw power, tension, and unstoppable momentum.", + "seed": 15331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_4/index_8349_seed_15331_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08047625534236431, + "vlm_logprob": -0.08047625534236431, + "vlm_yes_no_margin": 3.199999976158142, + "vlm_token_credit": -0.08047625534236431, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1450568437576294 + ], + "opposite_logprob_tokens": [ + -2.02005672454834 + ], + "logprob_reward": -0.1450568437576294, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1450568437576294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14665691554546356, + 0.28689950704574585, + 0.06713705509901047, + 0.07091139256954193, + 0.041892532259225845, + 0.1045147106051445, + 0.06132635846734047, + 0.08205925673246384, + 0.08813922852277756, + 0.0504629872739315 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.1450568437576294 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159323513507843 + ], + "opposite_logprob_tokens": [ + -1.701593279838562 + ], + "logprob_reward": -0.20159323513507843, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159323513507843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08903893828392029, + 0.20752277970314026, + 0.12163104116916656, + 0.04932928457856178, + 0.027194561436772346, + 0.15661118924617767, + 0.24321967363357544, + 0.0430762954056263, + 0.028872022405266762, + 0.03350426256656647 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.20159323513507843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005963034927845001 + ], + "opposite_logprob_tokens": [ + -5.13096284866333 + ], + "logprob_reward": -0.005963034927845001, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005963034927845001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21590618789196014, + 0.17952366173267365, + 0.08541879057884216, + 0.13865025341510773, + 0.014080019667744637, + 0.08513880521059036, + 0.06872346252202988, + 0.056567054241895676, + 0.0546329990029335, + 0.10135874897241592 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005963034927845001 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079628840088844 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.016079628840088844, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079628840088844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1462860107421875, + 0.0776602029800415, + 0.04586733132600784, + 0.2765498161315918, + 0.1253528743982315, + 0.046319812536239624, + 0.056872740387916565, + 0.016086973249912262, + 0.02520749159157276, + 0.1837967038154602 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.016079628840088844 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688534051179886 + ], + "opposite_logprob_tokens": [ + -3.408688545227051 + ], + "logprob_reward": -0.033688534051179886, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688534051179886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09734143316745758, + 0.1094706803560257, + 0.039661094546318054, + 0.029557984322309494, + 0.031133785843849182, + 0.4180569052696228, + 0.07152058184146881, + 0.05147680640220642, + 0.04340490326285362, + 0.10837585479021072 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.033688534051179886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a massive main battle tank as it hurtles forward at breakneck speed across a vast, rain-soaked, muddy field. Under a gloomy gray sky, the war machine, painted in a deep, matte olive green camouflage, churns its broad, sturdy metal tracks furiously, each rut digging deep into the ground and violently throwing huge chunks of sticky, dark brown mud and murky water high and low to the rear and sides in a spectacular, chaotic curtain of mud. The heavy vehicle heaves and pitches violently across the uneven terrain, its massive turret pointing steadily forward, its long barrel swaying slightly as the vehicle sways. Soft, diffused lighting accentuates the cool texture of the tank's metal hull and the wet sheen of the splattered mud. The entire scene, shrouded in a chilling hue, is imbued with a sense of raw power, tension, and unstoppable momentum.", + "seed": 15332, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_4/index_8349_seed_15332_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029785282304510476, + "vlm_logprob": -0.029785282304510476, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.029785282304510476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06291843950748444 + ], + "opposite_logprob_tokens": [ + -2.8129184246063232 + ], + "logprob_reward": -0.06291843950748444, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06291843950748444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13982097804546356, + 0.20354034006595612, + 0.0669788345694542, + 0.035886045545339584, + 0.05855308473110199, + 0.14191259443759918, + 0.02498050034046173, + 0.09777026623487473, + 0.047263529151678085, + 0.18329386413097382 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.06291843950748444 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497753992676735 + ], + "opposite_logprob_tokens": [ + -2.9299776554107666 + ], + "logprob_reward": -0.05497753992676735, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497753992676735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27911365032196045, + 0.17933467030525208, + 0.05795130506157875, + 0.10699345171451569, + 0.09881721436977386, + 0.11317434161901474, + 0.02699015475809574, + 0.01615203730762005, + 0.04910864308476448, + 0.07236456871032715 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.05497753992676735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028255560901015997 + ], + "opposite_logprob_tokens": [ + -5.877825736999512 + ], + "logprob_reward": -0.0028255560901015997, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028255560901015997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2040758728981018, + 0.10014992207288742, + 0.100794218480587, + 0.14624157547950745, + 0.02444096840918064, + 0.06292571127414703, + 0.049939803779125214, + 0.031240684911608696, + 0.12466651946306229, + 0.15552467107772827 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0028255560901015997 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632262073457241 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632262073457241, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632262073457241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15643064677715302, + 0.2860904932022095, + 0.0505613274872303, + 0.08146162331104279, + 0.03562102094292641, + 0.09145031124353409, + 0.02768382988870144, + 0.0343845933675766, + 0.138628751039505, + 0.09768741577863693 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.007632262073457241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572613924741745 + ], + "opposite_logprob_tokens": [ + -3.8955726623535156 + ], + "logprob_reward": -0.020572613924741745, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572613924741745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12450990080833435, + 0.09104124456644058, + 0.05581118166446686, + 0.056251294910907745, + 0.0761558935046196, + 0.21105332672595978, + 0.03380604088306427, + 0.1361190378665924, + 0.1408034861087799, + 0.07444856315851212 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.020572613924741745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a massive main battle tank as it hurtles forward at breakneck speed across a vast, rain-soaked, muddy field. Under a gloomy gray sky, the war machine, painted in a deep, matte olive green camouflage, churns its broad, sturdy metal tracks furiously, each rut digging deep into the ground and violently throwing huge chunks of sticky, dark brown mud and murky water high and low to the rear and sides in a spectacular, chaotic curtain of mud. The heavy vehicle heaves and pitches violently across the uneven terrain, its massive turret pointing steadily forward, its long barrel swaying slightly as the vehicle sways. Soft, diffused lighting accentuates the cool texture of the tank's metal hull and the wet sheen of the splattered mud. The entire scene, shrouded in a chilling hue, is imbued with a sense of raw power, tension, and unstoppable momentum.", + "seed": 15333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_4/index_8349_seed_15333_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04546241578646004, + "vlm_logprob": -0.04546241578646004, + "vlm_yes_no_margin": 3.7249999761581423, + "vlm_token_credit": -0.04546241578646004, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14359290897846222 + ], + "opposite_logprob_tokens": [ + -2.0185928344726562 + ], + "logprob_reward": -0.14359290897846222, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14359290897846222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.174991637468338, + 0.08842229843139648, + 0.10699619352817535, + 0.06367410719394684, + 0.061523035168647766, + 0.03474611043930054, + 0.24378788471221924, + 0.11179454624652863, + 0.04375492036342621, + 0.07030930370092392 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.14359290897846222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811967745423317 + ], + "opposite_logprob_tokens": [ + -3.2881197929382324 + ], + "logprob_reward": -0.03811967745423317, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811967745423317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17803436517715454, + 0.3367527723312378, + 0.040970951318740845, + 0.057649608701467514, + 0.09170003980398178, + 0.04582470282912254, + 0.09882369637489319, + 0.037537384778261185, + 0.03183208033442497, + 0.08087445050477982 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.03811967745423317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197202691808343 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.003197202691808343, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197202691808343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2952474355697632, + 0.18111953139305115, + 0.06059437617659569, + 0.03969048336148262, + 0.032766081392765045, + 0.027916738763451576, + 0.07345717400312424, + 0.04949839785695076, + 0.092303067445755, + 0.14740675687789917 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.003197202691808343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071652993559837 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.016071652993559837, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071652993559837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2697293758392334, + 0.2043231874704361, + 0.08088153600692749, + 0.03733285889029503, + 0.02999737299978733, + 0.09023723006248474, + 0.1905686855316162, + 0.028721103444695473, + 0.023024028167128563, + 0.045184604823589325 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.016071652993559837 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank painted in deep matte olive green camouflage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at high speed across a vast, rain-soaked, muddy field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge chunks of dark brown mud and murky water being thrown high and low by the tank's tracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sky gloomy and gray with soft, diffused lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic low-angle tracking shot following the tank from behind or the side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633063681423664 + ], + "opposite_logprob_tokens": [ + -3.6513307094573975 + ], + "logprob_reward": -0.02633063681423664, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633063681423664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20337948203086853, + 0.0944921225309372, + 0.06323898583650589, + 0.15642061829566956, + 0.06765077263116837, + 0.14809006452560425, + 0.07426923513412476, + 0.07116756588220596, + 0.03360699862241745, + 0.08768410980701447 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.02633063681423664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_5/index_tensor([2799, 2799])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_5/index_tensor([2799, 2799])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b28dfd2d86668e44cdcf9cd7c5f5d4ea15d23548 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_5/index_tensor([2799, 2799])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sharp side-angle macro lens, slowly tilted downwards to follow the movement of a water droplet, captures with exquisite detail a perfectly spherical, crystalline droplet resting on a nearly imperceptible, high-gloss, hydrophobic, invisible paint protection film that adheres perfectly to the car body. Beneath the film, a deep midnight blue paint shimmers with countless tiny metallic particles, creating a fluid, muscular, and elegant curve. Illuminated by bright, even studio overhead lighting, the top of the droplet forms a dazzling highlight, while its clear interior, like a miniature fisheye lens, refracts and distorts the blurred contours of its surroundings. Driven by the subtle effects of surface tension, the droplet begins to slide gracefully and silkily down the curve of the car body, its base slightly elongated by gravity, leaving behind a nearly invisible, microscopic wet trail. The entire process is steady and deliberate. The light precisely outlines the transparent contours of the water droplets and the smooth texture of the paint surface, creating a tranquil, pure and high-tech visual atmosphere, as if a quiet celebration of the beauty of industrial design and natural physical phenomena.", + "seed": 22045, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_5/index_2799_seed_22045_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05370687749236822, + "vlm_logprob": -0.05370687749236822, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.05370687749236822, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08483938872814178 + ], + "opposite_logprob_tokens": [ + -2.584839344024658 + ], + "logprob_reward": -0.08483938872814178, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08483938872814178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05606858804821968, + 0.01980290189385414, + 0.0074500092305243015, + 0.010901561006903648, + 0.012105479836463928, + 0.01836785487830639, + 0.12071606516838074, + 0.27338361740112305, + 0.4661162495613098, + 0.015087652020156384 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.08483938872814178 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029901528730988503 + ], + "opposite_logprob_tokens": [ + -3.5299015045166016 + ], + "logprob_reward": -0.029901528730988503, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029901528730988503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15429118275642395, + 0.0179012268781662, + 0.015735238790512085, + 0.007137078791856766, + 0.016047127544879913, + 0.020027562975883484, + 0.08280940353870392, + 0.09514287859201431, + 0.47606509923934937, + 0.1148432046175003 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.029901528730988503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790261276066303 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790261276066303, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790261276066303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09995107352733612, + 0.023200901225209236, + 0.01774364896118641, + 0.016869504004716873, + 0.01327683124691248, + 0.018015209585428238, + 0.02438107505440712, + 0.21440669894218445, + 0.5512928366661072, + 0.020862238481640816 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.009790261276066303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054976072162389755 + ], + "opposite_logprob_tokens": [ + -2.929975986480713 + ], + "logprob_reward": -0.054976072162389755, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054976072162389755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10040800273418427, + 0.059469323605298996, + 0.020910868421196938, + 0.034467604011297226, + 0.024358808994293213, + 0.06276498734951019, + 0.05154576525092125, + 0.2659890949726105, + 0.2476627081632614, + 0.1324227899312973 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.054976072162389755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902713656425476 + ], + "opposite_logprob_tokens": [ + -2.464027166366577 + ], + "logprob_reward": -0.08902713656425476, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902713656425476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046955447643995285, + 0.006192478351294994, + 0.005785595625638962, + 0.005677612964063883, + 0.015182612463831902, + 0.02649873122572899, + 0.13944460451602936, + 0.08212844282388687, + 0.659618616104126, + 0.012515885755419731 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.08902713656425476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sharp side-angle macro lens, slowly tilted downwards to follow the movement of a water droplet, captures with exquisite detail a perfectly spherical, crystalline droplet resting on a nearly imperceptible, high-gloss, hydrophobic, invisible paint protection film that adheres perfectly to the car body. Beneath the film, a deep midnight blue paint shimmers with countless tiny metallic particles, creating a fluid, muscular, and elegant curve. Illuminated by bright, even studio overhead lighting, the top of the droplet forms a dazzling highlight, while its clear interior, like a miniature fisheye lens, refracts and distorts the blurred contours of its surroundings. Driven by the subtle effects of surface tension, the droplet begins to slide gracefully and silkily down the curve of the car body, its base slightly elongated by gravity, leaving behind a nearly invisible, microscopic wet trail. The entire process is steady and deliberate. The light precisely outlines the transparent contours of the water droplets and the smooth texture of the paint surface, creating a tranquil, pure and high-tech visual atmosphere, as if a quiet celebration of the beauty of industrial design and natural physical phenomena.", + "seed": 22046, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_5/index_2799_seed_22046_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1123442992568016, + "vlm_logprob": -0.1123442992568016, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.1123442992568016, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18530185520648956 + ], + "opposite_logprob_tokens": [ + -1.8103018999099731 + ], + "logprob_reward": -0.18530185520648956, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18530185520648956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16041353344917297, + 0.09914564341306686, + 0.04308443143963814, + 0.048987023532390594, + 0.37873655557632446, + 0.05789703503251076, + 0.0988374724984169, + 0.02519829571247101, + 0.04763849079608917, + 0.04006155952811241 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.18530185520648956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05508122965693474 + ], + "opposite_logprob_tokens": [ + -2.9300811290740967 + ], + "logprob_reward": -0.05508122965693474, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05508122965693474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15280166268348694, + 0.05683225765824318, + 0.08641215413808823, + 0.04863113909959793, + 0.21968916058540344, + 0.037464190274477005, + 0.051221687346696854, + 0.021283725276589394, + 0.12369121611118317, + 0.20197273790836334 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.05508122965693474 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067444778978824615 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.0067444778978824615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067444778978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15685740113258362, + 0.058188341557979584, + 0.03031425178050995, + 0.030664414167404175, + 0.26825568079948425, + 0.11542972177267075, + 0.1129828467965126, + 0.06252671778202057, + 0.08193454146385193, + 0.08284607529640198 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0067444778978824615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890422984957695 + ], + "opposite_logprob_tokens": [ + -2.4640421867370605 + ], + "logprob_reward": -0.0890422984957695, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890422984957695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18182392418384552, + 0.07556404173374176, + 0.03850273787975311, + 0.08059270679950714, + 0.16872692108154297, + 0.09315722435712814, + 0.0936007872223854, + 0.08722999691963196, + 0.11694981157779694, + 0.06385183334350586 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0890422984957695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555163502693176 + ], + "opposite_logprob_tokens": [ + -1.6005516052246094 + ], + "logprob_reward": -0.22555163502693176, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555163502693176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07537217438220978, + 0.03796229511499405, + 0.09587826579809189, + 0.07622233778238297, + 0.14364446699619293, + 0.1735343188047409, + 0.13179610669612885, + 0.06979925185441971, + 0.14491495490074158, + 0.05087589845061302 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.22555163502693176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sharp side-angle macro lens, slowly tilted downwards to follow the movement of a water droplet, captures with exquisite detail a perfectly spherical, crystalline droplet resting on a nearly imperceptible, high-gloss, hydrophobic, invisible paint protection film that adheres perfectly to the car body. Beneath the film, a deep midnight blue paint shimmers with countless tiny metallic particles, creating a fluid, muscular, and elegant curve. Illuminated by bright, even studio overhead lighting, the top of the droplet forms a dazzling highlight, while its clear interior, like a miniature fisheye lens, refracts and distorts the blurred contours of its surroundings. Driven by the subtle effects of surface tension, the droplet begins to slide gracefully and silkily down the curve of the car body, its base slightly elongated by gravity, leaving behind a nearly invisible, microscopic wet trail. The entire process is steady and deliberate. The light precisely outlines the transparent contours of the water droplets and the smooth texture of the paint surface, creating a tranquil, pure and high-tech visual atmosphere, as if a quiet celebration of the beauty of industrial design and natural physical phenomena.", + "seed": 22047, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_5/index_2799_seed_22047_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027751451078802346, + "vlm_logprob": -0.027751451078802346, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.027751451078802346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024679331108927727 + ], + "opposite_logprob_tokens": [ + -3.89967942237854 + ], + "logprob_reward": -0.024679331108927727, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024679331108927727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16191190481185913, + 0.0339626669883728, + 0.02920151874423027, + 0.03036084584891796, + 0.3216586709022522, + 0.057155754417181015, + 0.08820205181837082, + 0.11530324816703796, + 0.04369384050369263, + 0.11854952573776245 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.024679331108927727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016124557703733444 + ], + "opposite_logprob_tokens": [ + -4.141124725341797 + ], + "logprob_reward": -0.016124557703733444, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016124557703733444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2932908833026886, + 0.10433626174926758, + 0.030436541885137558, + 0.04462597891688347, + 0.11405862122774124, + 0.09094187617301941, + 0.1048768162727356, + 0.0673978179693222, + 0.09820600599050522, + 0.051829174160957336 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.016124557703733444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640998784452677 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004640998784452677, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640998784452677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15915335714817047, + 0.029126185923814774, + 0.023257987573742867, + 0.03120809979736805, + 0.02290903776884079, + 0.08686335384845734, + 0.15919294953346252, + 0.16631272435188293, + 0.15373294055461884, + 0.1682433784008026 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.004640998784452677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303329944610596 + ], + "opposite_logprob_tokens": [ + -3.773303270339966 + ], + "logprob_reward": -0.023303329944610596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303329944610596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1886511594057083, + 0.06925374269485474, + 0.030229922384023666, + 0.08526679128408432, + 0.26505181193351746, + 0.045260507613420486, + 0.05515052750706673, + 0.07334182411432266, + 0.14258946478366852, + 0.04520416259765625 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.023303329944610596 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000903785228729 + ], + "opposite_logprob_tokens": [ + -2.6950089931488037 + ], + "logprob_reward": -0.07000903785228729, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000903785228729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1267978399991989, + 0.06617508828639984, + 0.022987503558397293, + 0.08181930333375931, + 0.0910491943359375, + 0.18608848750591278, + 0.2293369621038437, + 0.07273972779512405, + 0.10101307183504105, + 0.021992795169353485 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.07000903785228729 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sharp side-angle macro lens, slowly tilted downwards to follow the movement of a water droplet, captures with exquisite detail a perfectly spherical, crystalline droplet resting on a nearly imperceptible, high-gloss, hydrophobic, invisible paint protection film that adheres perfectly to the car body. Beneath the film, a deep midnight blue paint shimmers with countless tiny metallic particles, creating a fluid, muscular, and elegant curve. Illuminated by bright, even studio overhead lighting, the top of the droplet forms a dazzling highlight, while its clear interior, like a miniature fisheye lens, refracts and distorts the blurred contours of its surroundings. Driven by the subtle effects of surface tension, the droplet begins to slide gracefully and silkily down the curve of the car body, its base slightly elongated by gravity, leaving behind a nearly invisible, microscopic wet trail. The entire process is steady and deliberate. The light precisely outlines the transparent contours of the water droplets and the smooth texture of the paint surface, creating a tranquil, pure and high-tech visual atmosphere, as if a quiet celebration of the beauty of industrial design and natural physical phenomena.", + "seed": 22048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_5/index_2799_seed_22048_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10372778903692961, + "vlm_logprob": -0.10372778903692961, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.10372778903692961, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29081812500953674 + ], + "opposite_logprob_tokens": [ + -1.4158180952072144 + ], + "logprob_reward": -0.29081812500953674, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.29081812500953674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24854037165641785, + 0.12023863941431046, + 0.029364319518208504, + 0.05777512490749359, + 0.2221955955028534, + 0.03442031890153885, + 0.023479843512177467, + 0.07933304458856583, + 0.12391621619462967, + 0.06073645502328873 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.29081812500953674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05505223199725151 + ], + "opposite_logprob_tokens": [ + -2.9300522804260254 + ], + "logprob_reward": -0.05505223199725151, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05505223199725151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15506894886493683, + 0.10484805703163147, + 0.1139606237411499, + 0.0413069985806942, + 0.026955556124448776, + 0.11746136099100113, + 0.05933770164847374, + 0.0722275972366333, + 0.1884147673845291, + 0.12041842192411423 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.05505223199725151 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633681409060955 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633681409060955, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633681409060955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07278355956077576, + 0.08213726431131363, + 0.022505400702357292, + 0.04305192083120346, + 0.14278644323349, + 0.035506367683410645, + 0.08144048601388931, + 0.030577728524804115, + 0.4207943379878998, + 0.06841646879911423 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.007633681409060955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810407221317291 + ], + "opposite_logprob_tokens": [ + -3.2881040573120117 + ], + "logprob_reward": -0.03810407221317291, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810407221317291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13258163630962372, + 0.10150931775569916, + 0.022678188979625702, + 0.0665300264954567, + 0.19299766421318054, + 0.05534881353378296, + 0.08977965265512466, + 0.03273802250623703, + 0.10424093902111053, + 0.2015957534313202 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.03810407221317291 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a sharp side-angle macro view of a perfectly spherical, crystalline water droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the droplet resting on a high-gloss, hydrophobic, invisible paint protection film over a deep midnight blue car body with metallic particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide gracefully and silkily down the curve, leaving a nearly invisible microscopic wet trail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright, even studio overhead lighting that creates a dazzling highlight on the droplet's top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downwards to follow the movement of the droplet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703083455562592 + ], + "opposite_logprob_tokens": [ + -2.127030849456787 + ], + "logprob_reward": -0.12703083455562592, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703083455562592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05515800788998604, + 0.01928405649960041, + 0.01705840416252613, + 0.013165757060050964, + 0.1284559816122055, + 0.04569103941321373, + 0.03246770426630974, + 0.024753406643867493, + 0.6481359601020813, + 0.015829727053642273 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.12703083455562592 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_6/index_tensor([281, 281])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_6/index_tensor([281, 281])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..31444ab409b763383a3a9ef836a392e9b08a3af1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_6/index_tensor([281, 281])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, shot handheld for a subtle and natural shakiness, the camera slowly tilts downward, following the graceful, slow rotation and fall of a minimalist wireless earbud case. The case is crafted from a matte, space gray polymer with a nearly imperceptible fine-grained texture, set against a pure, out-of-focus, deep black background. A precise and dramatic, cool sidelight shines from the upper left, creating a sharp, bright highlight along the rounded edge. Each slow rotation of the light allows the light to flow along its smooth curves, highlighting the flawless industrial design. A soft, reflected light subtly illuminates the other side, revealing rich shadows and material details without detracting from the overall depth. The image, shrouded in a cool, luxurious monochrome, exudes a focused, refined, and technologically modern aesthetic, as if time has been slowed down to showcase the object's exquisite craftsmanship and pure form.", + "seed": 2514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_6/index_281_seed_2514_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.45182725340127944, + "vlm_logprob": -0.45182725340127944, + "vlm_yes_no_margin": 1.25, + "vlm_token_credit": -0.45182725340127944, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2056795060634613 + ], + "opposite_logprob_tokens": [ + -1.7056795358657837 + ], + "logprob_reward": -0.2056795060634613, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2056795060634613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1830543577671051, + 0.07706968486309052, + 0.025721048936247826, + 0.08444725722074509, + 0.2030000537633896, + 0.2117471694946289, + 0.07324352115392685, + 0.032567381858825684, + 0.03310352563858032, + 0.07604603469371796 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.2056795060634613 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578495740890503 + ], + "opposite_logprob_tokens": [ + -0.6328495740890503 + ], + "logprob_reward": -0.7578495740890503, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578495740890503, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2687176465988159, + 0.10842675715684891, + 0.06136344373226166, + 0.08846970647573471, + 0.09356401860713959, + 0.08074716478586197, + 0.06152652949094772, + 0.05840013176202774, + 0.04921534284949303, + 0.12956933677196503 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.7578495740890503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538785457611084 + ], + "opposite_logprob_tokens": [ + -0.428878515958786 + ], + "logprob_reward": -1.0538785457611084, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538785457611084, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3293340802192688, + 0.08722998946905136, + 0.04172281175851822, + 0.04152345657348633, + 0.043863628059625626, + 0.08752519637346268, + 0.10174990445375443, + 0.07378989458084106, + 0.10480090975761414, + 0.08846016973257065 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -1.0538785457611084 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016104616224765778 + ], + "opposite_logprob_tokens": [ + -4.141104698181152 + ], + "logprob_reward": -0.016104616224765778, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016104616224765778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26066452264785767, + 0.12870413064956665, + 0.06057526171207428, + 0.03663909062743187, + 0.15591302514076233, + 0.041984811425209045, + 0.08609721064567566, + 0.058439332991838455, + 0.07387835532426834, + 0.0971042662858963 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.016104616224765778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562402486801147 + ], + "opposite_logprob_tokens": [ + -1.6006240844726562 + ], + "logprob_reward": -0.22562402486801147, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562402486801147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05352931469678879, + 0.06449327617883682, + 0.05043306574225426, + 0.034648604691028595, + 0.031245121732354164, + 0.018831010907888412, + 0.08618277311325073, + 0.2399733066558838, + 0.17643804848194122, + 0.24422551691532135 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.22562402486801147 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, shot handheld for a subtle and natural shakiness, the camera slowly tilts downward, following the graceful, slow rotation and fall of a minimalist wireless earbud case. The case is crafted from a matte, space gray polymer with a nearly imperceptible fine-grained texture, set against a pure, out-of-focus, deep black background. A precise and dramatic, cool sidelight shines from the upper left, creating a sharp, bright highlight along the rounded edge. Each slow rotation of the light allows the light to flow along its smooth curves, highlighting the flawless industrial design. A soft, reflected light subtly illuminates the other side, revealing rich shadows and material details without detracting from the overall depth. The image, shrouded in a cool, luxurious monochrome, exudes a focused, refined, and technologically modern aesthetic, as if time has been slowed down to showcase the object's exquisite craftsmanship and pure form.", + "seed": 2515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_6/index_281_seed_2515_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13633710332214832, + "vlm_logprob": -0.13633710332214832, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.13633710332214832, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05778346583247185 + ], + "opposite_logprob_tokens": [ + -2.932783365249634 + ], + "logprob_reward": -0.05778346583247185, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05778346583247185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47464317083358765, + 0.052215300500392914, + 0.37628087401390076, + 0.014547012746334076, + 0.018117384985089302, + 0.008812685497105122, + 0.013500784523785114, + 0.006894432008266449, + 0.011846012435853481, + 0.02314232476055622 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05778346583247185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25216734409332275 + ], + "opposite_logprob_tokens": [ + -1.5021673440933228 + ], + "logprob_reward": -0.25216734409332275, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25216734409332275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5300033092498779, + 0.11085164546966553, + 0.06214093044400215, + 0.051652081310749054, + 0.03697890043258667, + 0.02626100368797779, + 0.02724500559270382, + 0.03717212751507759, + 0.026473013684153557, + 0.09122200310230255 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.25216734409332275 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603691130876541 + ], + "opposite_logprob_tokens": [ + -1.9103691577911377 + ], + "logprob_reward": -0.1603691130876541, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603691130876541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5348848104476929, + 0.06596929579973221, + 0.16327153146266937, + 0.01563398353755474, + 0.010682581923902035, + 0.012544335797429085, + 0.03395993262529373, + 0.016795052215456963, + 0.04062918573617935, + 0.10562929511070251 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.1603691130876541 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795455262064934 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795455262064934, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795455262064934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48754793405532837, + 0.13979798555374146, + 0.12647314369678497, + 0.010232258588075638, + 0.03380099684000015, + 0.03128128871321678, + 0.01868944615125656, + 0.02806190587580204, + 0.02830168418586254, + 0.09581339359283447 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009795455262064934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157013833522797 + ], + "opposite_logprob_tokens": [ + -1.7015701532363892 + ], + "logprob_reward": -0.20157013833522797, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157013833522797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6000620126724243, + 0.01920546218752861, + 0.15879864990711212, + 0.02386634610593319, + 0.024571340531110764, + 0.023778297007083893, + 0.0559258833527565, + 0.01321607455611229, + 0.05837024748325348, + 0.022205611690878868 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.20157013833522797 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, shot handheld for a subtle and natural shakiness, the camera slowly tilts downward, following the graceful, slow rotation and fall of a minimalist wireless earbud case. The case is crafted from a matte, space gray polymer with a nearly imperceptible fine-grained texture, set against a pure, out-of-focus, deep black background. A precise and dramatic, cool sidelight shines from the upper left, creating a sharp, bright highlight along the rounded edge. Each slow rotation of the light allows the light to flow along its smooth curves, highlighting the flawless industrial design. A soft, reflected light subtly illuminates the other side, revealing rich shadows and material details without detracting from the overall depth. The image, shrouded in a cool, luxurious monochrome, exudes a focused, refined, and technologically modern aesthetic, as if time has been slowed down to showcase the object's exquisite craftsmanship and pure form.", + "seed": 2516, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_6/index_281_seed_2516_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11545890346169471, + "vlm_logprob": -0.11545890346169471, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.11545890346169471, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06344329565763474 + ], + "opposite_logprob_tokens": [ + -2.938443183898926 + ], + "logprob_reward": -0.06344329565763474, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06344329565763474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17857390642166138, + 0.3091278672218323, + 0.04789922758936882, + 0.04292526841163635, + 0.037400104105472565, + 0.027018476277589798, + 0.2802269458770752, + 0.010644675232470036, + 0.041708048433065414, + 0.0244754608720541 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.06344329565763474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07907591015100479 + ], + "opposite_logprob_tokens": [ + -2.579075813293457 + ], + "logprob_reward": -0.07907591015100479, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07907591015100479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2819385230541229, + 0.15913978219032288, + 0.07042408734560013, + 0.07304869592189789, + 0.02962726540863514, + 0.028577452525496483, + 0.15910065174102783, + 0.07327327132225037, + 0.07423265278339386, + 0.05063760280609131 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.07907591015100479 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34866011142730713 + ], + "opposite_logprob_tokens": [ + -1.2236601114273071 + ], + "logprob_reward": -0.34866011142730713, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34866011142730713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.293570876121521, + 0.2583680748939514, + 0.05627098307013512, + 0.039009906351566315, + 0.03923094645142555, + 0.027036862447857857, + 0.09088031202554703, + 0.056089453399181366, + 0.07523471117019653, + 0.06430786103010178 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.34866011142730713 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085494309663773 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085494309663773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085494309663773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12089546769857407, + 0.2766264081001282, + 0.03432214632630348, + 0.06956999003887177, + 0.047591906040906906, + 0.03058764711022377, + 0.08750385791063309, + 0.12477777153253555, + 0.10821744054555893, + 0.09990738332271576 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.016085494309663773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002970576286316 + ], + "opposite_logprob_tokens": [ + -2.6950297355651855 + ], + "logprob_reward": -0.07002970576286316, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002970576286316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2836432456970215, + 0.06856974214315414, + 0.023101236671209335, + 0.057194750756025314, + 0.051421307027339935, + 0.04032094031572342, + 0.16508960723876953, + 0.1129937395453453, + 0.15570573508739471, + 0.04195968434214592 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.07002970576286316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, shot handheld for a subtle and natural shakiness, the camera slowly tilts downward, following the graceful, slow rotation and fall of a minimalist wireless earbud case. The case is crafted from a matte, space gray polymer with a nearly imperceptible fine-grained texture, set against a pure, out-of-focus, deep black background. A precise and dramatic, cool sidelight shines from the upper left, creating a sharp, bright highlight along the rounded edge. Each slow rotation of the light allows the light to flow along its smooth curves, highlighting the flawless industrial design. A soft, reflected light subtly illuminates the other side, revealing rich shadows and material details without detracting from the overall depth. The image, shrouded in a cool, luxurious monochrome, exudes a focused, refined, and technologically modern aesthetic, as if time has been slowed down to showcase the object's exquisite craftsmanship and pure form.", + "seed": 2517, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_6/index_281_seed_2517_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1557058274745941, + "vlm_logprob": -0.1557058274745941, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.1557058274745941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10436485707759857 + ], + "opposite_logprob_tokens": [ + -2.3543648719787598 + ], + "logprob_reward": -0.10436485707759857, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10436485707759857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09491165727376938, + 0.4161337614059448, + 0.020077137276530266, + 0.019715402275323868, + 0.03134759142994881, + 0.0388229675590992, + 0.0731319710612297, + 0.13541607558727264, + 0.07066545635461807, + 0.09977798908948898 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.10436485707759857 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38729608058929443 + ], + "opposite_logprob_tokens": [ + -1.1372960805892944 + ], + "logprob_reward": -0.38729608058929443, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38729608058929443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0693318322300911, + 0.5528125762939453, + 0.028873564675450325, + 0.01961945742368698, + 0.047429390251636505, + 0.0255991593003273, + 0.049091827124357224, + 0.050118833780288696, + 0.03731217607855797, + 0.11981116980314255 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.38729608058929443 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558845579624176 + ], + "opposite_logprob_tokens": [ + -1.6005884408950806 + ], + "logprob_reward": -0.22558845579624176, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558845579624176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2126627266407013, + 0.15135863423347473, + 0.05846542492508888, + 0.039410654455423355, + 0.05761133134365082, + 0.15018580853939056, + 0.053273215889930725, + 0.06337233632802963, + 0.06736357510089874, + 0.14629633724689484 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.22558845579624176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202640116214752 + ], + "opposite_logprob_tokens": [ + -4.018202781677246 + ], + "logprob_reward": -0.018202640116214752, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202640116214752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05130527913570404, + 0.41174212098121643, + 0.13324670493602753, + 0.02940366230905056, + 0.041133251041173935, + 0.05630519986152649, + 0.12149538099765778, + 0.032938506454229355, + 0.09076271951198578, + 0.03166715428233147 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.018202640116214752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a minimalist wireless earbud case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the case made of matte space gray polymer with a fine-grained texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a pure, out-of-focus, deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a cool sidelight shine from the upper left creating a sharp highlight on the rounded edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward while the case rotates and falls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307710379362106 + ], + "opposite_logprob_tokens": [ + -3.168076992034912 + ], + "logprob_reward": -0.04307710379362106, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307710379362106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056902285665273666, + 0.1687898486852646, + 0.14221124351024628, + 0.13423949480056763, + 0.08960878849029541, + 0.09544216841459274, + 0.07079678028821945, + 0.042669810354709625, + 0.07853580266237259, + 0.12080378085374832 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.04307710379362106 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_7/index_tensor([4110, 4110])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_7/index_tensor([4110, 4110])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..546931af8104fefbea26df697e7ea1654e43c6f9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_7/index_tensor([4110, 4110])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up lingers mid-section of a lone birch tree, capturing its form in surreal, macroscopic detail. The camera remains perfectly still, focused on the tree's papery white bark, which peels away in thin, translucent strips, revealing a chalky, soft layer beneath, its surface marked by distinctive black, horizontal streaks. A gentle, almost imperceptible breeze sweeps across the landscape, causing the tree's delicate, heart-shaped leaves to tremble in a constant, subtle movement. Each leaf, a vibrant, dewy green, captures the soft, diffuse light of an overcast morning, highlighting its fine, intricate veins as it flutters. The background is a soft-focus blur of cool, misty fields, the gentle greens and grays enhancing the birch tree's stark, elegant loneliness. The atmosphere is one of profound tranquility and quiet observation, the cool palette and gentle, trembling movement creating a visually rich and emotionally contemplative scene.", + "seed": 23549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_7/index_4110_seed_23549_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.051137174293398854, + "vlm_logprob": -0.051137174293398854, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.051137174293398854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10142769664525986 + ], + "opposite_logprob_tokens": [ + -2.3514277935028076 + ], + "logprob_reward": -0.10142769664525986, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10142769664525986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12212518602609634, + 0.06356887519359589, + 0.24842101335525513, + 0.2100708782672882, + 0.04576639458537102, + 0.06802976131439209, + 0.10592634975910187, + 0.08574314415454865, + 0.01712658256292343, + 0.033221811056137085 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.10142769664525986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790458396077156 + ], + "opposite_logprob_tokens": [ + -2.5790457725524902 + ], + "logprob_reward": -0.0790458396077156, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790458396077156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2396533042192459, + 0.07937657833099365, + 0.12667381763458252, + 0.18854069709777832, + 0.11763199418783188, + 0.05070507526397705, + 0.043863117694854736, + 0.07966616004705429, + 0.03429282084107399, + 0.03959646448493004 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0790458396077156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208960071206093 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.018208960071206093, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208960071206093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23520402610301971, + 0.06137089803814888, + 0.039300184696912766, + 0.06669296324253082, + 0.10133147984743118, + 0.04062812775373459, + 0.0664958730340004, + 0.3466311991214752, + 0.02719321846961975, + 0.015151933766901493 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.018208960071206093 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301932960748672 + ], + "opposite_logprob_tokens": [ + -3.773301839828491 + ], + "logprob_reward": -0.023301932960748672, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301932960748672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19800536334514618, + 0.13073129951953888, + 0.15740717947483063, + 0.07344488799571991, + 0.07245923578739166, + 0.08742023259401321, + 0.11232423037290573, + 0.07122508436441422, + 0.023848071694374084, + 0.07313437759876251 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023301932960748672 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033701442182064056 + ], + "opposite_logprob_tokens": [ + -3.4087014198303223 + ], + "logprob_reward": -0.033701442182064056, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033701442182064056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23179838061332703, + 0.13081108033657074, + 0.10714952647686005, + 0.21427160501480103, + 0.09244269132614136, + 0.04527335613965988, + 0.07998909801244736, + 0.03708755970001221, + 0.026231402531266212, + 0.034945376217365265 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.033701442182064056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up lingers mid-section of a lone birch tree, capturing its form in surreal, macroscopic detail. The camera remains perfectly still, focused on the tree's papery white bark, which peels away in thin, translucent strips, revealing a chalky, soft layer beneath, its surface marked by distinctive black, horizontal streaks. A gentle, almost imperceptible breeze sweeps across the landscape, causing the tree's delicate, heart-shaped leaves to tremble in a constant, subtle movement. Each leaf, a vibrant, dewy green, captures the soft, diffuse light of an overcast morning, highlighting its fine, intricate veins as it flutters. The background is a soft-focus blur of cool, misty fields, the gentle greens and grays enhancing the birch tree's stark, elegant loneliness. The atmosphere is one of profound tranquility and quiet observation, the cool palette and gentle, trembling movement creating a visually rich and emotionally contemplative scene.", + "seed": 23550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_7/index_4110_seed_23550_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11300016846507788, + "vlm_logprob": -0.11300016846507788, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.11300016846507788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022116679698228836 + ], + "opposite_logprob_tokens": [ + -3.8971166610717773 + ], + "logprob_reward": -0.022116679698228836, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022116679698228836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07363685220479965, + 0.0848727896809578, + 0.07477276027202606, + 0.17802977561950684, + 0.09836046397686005, + 0.12132973223924637, + 0.12485823035240173, + 0.08826722204685211, + 0.0926005095243454, + 0.06327170878648758 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.022116679698228836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28145909309387207 + ], + "opposite_logprob_tokens": [ + -1.406459093093872 + ], + "logprob_reward": -0.28145909309387207, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28145909309387207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10221713781356812, + 0.14776605367660522, + 0.08700095862150192, + 0.05758833512663841, + 0.1944093555212021, + 0.05913287028670311, + 0.09208319336175919, + 0.08577734231948853, + 0.09640855342149734, + 0.07761619985103607 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.28145909309387207 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011100324802100658 + ], + "opposite_logprob_tokens": [ + -4.5111002922058105 + ], + "logprob_reward": -0.011100324802100658, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011100324802100658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15032164752483368, + 0.05032499134540558, + 0.034949738532304764, + 0.019269030541181564, + 0.5464644432067871, + 0.03336732089519501, + 0.029007872566580772, + 0.08847440034151077, + 0.022360408678650856, + 0.025460166856646538 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.011100324802100658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20164555311203003 + ], + "opposite_logprob_tokens": [ + -1.7016456127166748 + ], + "logprob_reward": -0.20164555311203003, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20164555311203003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08812954276800156, + 0.06930972635746002, + 0.06364944577217102, + 0.028837764635682106, + 0.3518003523349762, + 0.04968944191932678, + 0.03750687837600708, + 0.025580519810318947, + 0.11398676037788391, + 0.1715095490217209 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.20164555311203003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867919161915779 + ], + "opposite_logprob_tokens": [ + -3.0486791133880615 + ], + "logprob_reward": -0.04867919161915779, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867919161915779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04157794639468193, + 0.014176459051668644, + 0.018932290375232697, + 0.06481343507766724, + 0.6074057817459106, + 0.060429647564888, + 0.09733226895332336, + 0.07700108736753464, + 0.007378586567938328, + 0.010952570475637913 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.04867919161915779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up lingers mid-section of a lone birch tree, capturing its form in surreal, macroscopic detail. The camera remains perfectly still, focused on the tree's papery white bark, which peels away in thin, translucent strips, revealing a chalky, soft layer beneath, its surface marked by distinctive black, horizontal streaks. A gentle, almost imperceptible breeze sweeps across the landscape, causing the tree's delicate, heart-shaped leaves to tremble in a constant, subtle movement. Each leaf, a vibrant, dewy green, captures the soft, diffuse light of an overcast morning, highlighting its fine, intricate veins as it flutters. The background is a soft-focus blur of cool, misty fields, the gentle greens and grays enhancing the birch tree's stark, elegant loneliness. The atmosphere is one of profound tranquility and quiet observation, the cool palette and gentle, trembling movement creating a visually rich and emotionally contemplative scene.", + "seed": 23551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_7/index_4110_seed_23551_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030084218829870224, + "vlm_logprob": -0.030084218829870224, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.030084218829870224, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031126709654927254 + ], + "opposite_logprob_tokens": [ + -3.5311267375946045 + ], + "logprob_reward": -0.031126709654927254, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031126709654927254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05982562154531479, + 0.0649651437997818, + 0.1254650205373764, + 0.15200278162956238, + 0.13072381913661957, + 0.24300742149353027, + 0.11655163764953613, + 0.06798657774925232, + 0.018778983503580093, + 0.02069302275776863 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.031126709654927254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08911372721195221 + ], + "opposite_logprob_tokens": [ + -2.464113712310791 + ], + "logprob_reward": -0.08911372721195221, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08911372721195221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17758028209209442, + 0.18372124433517456, + 0.06283167004585266, + 0.11382167041301727, + 0.15976649522781372, + 0.19725340604782104, + 0.03552718088030815, + 0.014511599205434322, + 0.01935076154768467, + 0.035635609179735184 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.08911372721195221 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007644447032362223 + ], + "opposite_logprob_tokens": [ + -4.8826446533203125 + ], + "logprob_reward": -0.007644447032362223, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007644447032362223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20979346334934235, + 0.1977279782295227, + 0.10839510709047318, + 0.1429942399263382, + 0.1546989232301712, + 0.014244615100324154, + 0.02704009599983692, + 0.02542085573077202, + 0.015777988359332085, + 0.10390669852495193 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007644447032362223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059783972799778 + ], + "opposite_logprob_tokens": [ + -3.8955979347229004 + ], + "logprob_reward": -0.02059783972799778, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059783972799778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049137867987155914, + 0.16988471150398254, + 0.13080647587776184, + 0.04575253278017044, + 0.0797610878944397, + 0.22875665128231049, + 0.1286228895187378, + 0.04830029979348183, + 0.053329672664403915, + 0.06564781069755554 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.02059783972799778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019383705221116543 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019383705221116543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019383705221116543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061967942863702774, + 0.05576459690928459, + 0.06131956726312637, + 0.054616671055555344, + 0.17067202925682068, + 0.44044357538223267, + 0.024852128699421883, + 0.041452858597040176, + 0.0063788145780563354, + 0.08253190666437149 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.0019383705221116543 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up lingers mid-section of a lone birch tree, capturing its form in surreal, macroscopic detail. The camera remains perfectly still, focused on the tree's papery white bark, which peels away in thin, translucent strips, revealing a chalky, soft layer beneath, its surface marked by distinctive black, horizontal streaks. A gentle, almost imperceptible breeze sweeps across the landscape, causing the tree's delicate, heart-shaped leaves to tremble in a constant, subtle movement. Each leaf, a vibrant, dewy green, captures the soft, diffuse light of an overcast morning, highlighting its fine, intricate veins as it flutters. The background is a soft-focus blur of cool, misty fields, the gentle greens and grays enhancing the birch tree's stark, elegant loneliness. The atmosphere is one of profound tranquility and quiet observation, the cool palette and gentle, trembling movement creating a visually rich and emotionally contemplative scene.", + "seed": 23552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_7/index_4110_seed_23552_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03434194126166403, + "vlm_logprob": -0.03434194126166403, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.03434194126166403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02915407530963421 + ], + "opposite_logprob_tokens": [ + -3.654154062271118 + ], + "logprob_reward": -0.02915407530963421, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02915407530963421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2447180300951004, + 0.17829817533493042, + 0.04794074222445488, + 0.06898058950901031, + 0.09147513657808304, + 0.09055779874324799, + 0.14907853305339813, + 0.0384133905172348, + 0.05262111499905586, + 0.03791642189025879 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02915407530963421 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10038170218467712 + ], + "opposite_logprob_tokens": [ + -2.35038161277771 + ], + "logprob_reward": -0.10038170218467712, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10038170218467712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20445221662521362, + 0.20501363277435303, + 0.12234476208686829, + 0.09141360968351364, + 0.09283902496099472, + 0.02663528360426426, + 0.05828952416777611, + 0.07411585748195648, + 0.05705690383911133, + 0.06783923506736755 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.10038170218467712 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007647049613296986 + ], + "opposite_logprob_tokens": [ + -4.8826470375061035 + ], + "logprob_reward": -0.007647049613296986, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007647049613296986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21337971091270447, + 0.0626925677061081, + 0.1942402869462967, + 0.026218442246317863, + 0.1261182278394699, + 0.04146328195929527, + 0.08684226870536804, + 0.023954596370458603, + 0.12330938875675201, + 0.10178124159574509 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.007647049613296986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715274184942245 + ], + "opposite_logprob_tokens": [ + -3.40871524810791 + ], + "logprob_reward": -0.033715274184942245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715274184942245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2562679648399353, + 0.03738131374120712, + 0.15873409807682037, + 0.09069997072219849, + 0.08171245455741882, + 0.0803082063794136, + 0.12951868772506714, + 0.050699084997177124, + 0.043814338743686676, + 0.07086386531591415 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.033715274184942245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up focused on the mid-section of a birch tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the birch bark peel away in thin, translucent strips to reveal a chalky, soft layer beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves heart-shaped, vibrant dewy green, and marked by fine, intricate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble in a constant, subtle movement caused by a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of cool, misty fields with greens and grays?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008116050157696009 + ], + "opposite_logprob_tokens": [ + -7.125811576843262 + ], + "logprob_reward": -0.0008116050157696009, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008116050157696009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24523109197616577, + 0.07248316705226898, + 0.13441185653209686, + 0.07352914661169052, + 0.06117161363363266, + 0.0880567729473114, + 0.08130056411027908, + 0.0668816864490509, + 0.1111278384923935, + 0.0658062994480133 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0008116050157696009 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_8/index_tensor([1388, 1388])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_8/index_tensor([1388, 1388])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..af5458758b345db71a098f0b93ff9beb36a495fd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_8/index_tensor([1388, 1388])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Told from an intimate first-person perspective, the camera captures a static close-up, tilting toward a small candle flickering on a cluttered, dark wooden table. The table is strewn with the charming clutter of a scholar or artist: a pile of old books with faded spines, a half-full ceramic mug, and scattered drawing tools. Initially, the small, teardrop-shaped flame casts a soft, flickering glow, its rays dancing gently around. Then, with a single, fluid motion, the flame suddenly and joyfully springs upward, instantly erupting into a magical, brilliant, warm glow, from which soft golden sparks drift lazily like ethereal motes. This stream of light sweeps across the scene, instantly revealing a cozy, meticulously detailed room. The entire visual effect is rendered in the beautiful hand-drawn style of Ghibli animation. The soft-edged objects, rich, warm color palette, and painterly textures imbue this sudden burst of light with a wondrous and sincere quality, creating a tranquil and magical atmosphere.", + "seed": 22575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_8/index_1388_seed_22575_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08473049709573388, + "vlm_logprob": -0.08473049709573388, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.08473049709573388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.37496423721313477 + ], + "opposite_logprob_tokens": [ + -1.2499642372131348 + ], + "logprob_reward": -0.37496423721313477, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.37496423721313477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1895660012960434, + 0.061305463314056396, + 0.06379352509975433, + 0.116518035531044, + 0.14774653315544128, + 0.07634363323450089, + 0.07364168763160706, + 0.05461211875081062, + 0.05217608064413071, + 0.16429691016674042 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.37496423721313477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025056179147213697 + ], + "opposite_logprob_tokens": [ + -6.002505779266357 + ], + "logprob_reward": -0.0025056179147213697, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025056179147213697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20567943155765533, + 0.13507625460624695, + 0.04131956398487091, + 0.07275830954313278, + 0.11216865479946136, + 0.0968603640794754, + 0.0599021352827549, + 0.07627369463443756, + 0.09523984789848328, + 0.10472183674573898 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0025056179147213697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260198377072811 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260198377072811, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260198377072811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2181377410888672, + 0.05576410889625549, + 0.1493106186389923, + 0.03484656289219856, + 0.051024507731199265, + 0.04124194011092186, + 0.09537599235773087, + 0.11722911894321442, + 0.05095076188445091, + 0.18611864745616913 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.005260198377072811 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028199690859764814 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028199690859764814, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028199690859764814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08682198822498322, + 0.0372776985168457, + 0.041955962777137756, + 0.04065534844994545, + 0.09306259453296661, + 0.17978951334953308, + 0.04263247177004814, + 0.03862223029136658, + 0.38552606105804443, + 0.05365618318319321 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.0028199690859764814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810246288776398 + ], + "opposite_logprob_tokens": [ + -3.288102388381958 + ], + "logprob_reward": -0.03810246288776398, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810246288776398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08992800861597061, + 0.060426995158195496, + 0.06642099469900131, + 0.0724632665514946, + 0.0810842365026474, + 0.0996013730764389, + 0.040088653564453125, + 0.1316472589969635, + 0.15907526016235352, + 0.19926394522190094 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.03810246288776398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from an intimate first-person perspective, the camera captures a static close-up, tilting toward a small candle flickering on a cluttered, dark wooden table. The table is strewn with the charming clutter of a scholar or artist: a pile of old books with faded spines, a half-full ceramic mug, and scattered drawing tools. Initially, the small, teardrop-shaped flame casts a soft, flickering glow, its rays dancing gently around. Then, with a single, fluid motion, the flame suddenly and joyfully springs upward, instantly erupting into a magical, brilliant, warm glow, from which soft golden sparks drift lazily like ethereal motes. This stream of light sweeps across the scene, instantly revealing a cozy, meticulously detailed room. The entire visual effect is rendered in the beautiful hand-drawn style of Ghibli animation. The soft-edged objects, rich, warm color palette, and painterly textures imbue this sudden burst of light with a wondrous and sincere quality, creating a tranquil and magical atmosphere.", + "seed": 22576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_8/index_1388_seed_22576_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12335179614601657, + "vlm_logprob": -0.12335179614601657, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.12335179614601657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5835129618644714 + ], + "opposite_logprob_tokens": [ + -0.8335129618644714 + ], + "logprob_reward": -0.5835129618644714, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5835129618644714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19343411922454834, + 0.07941845804452896, + 0.0675177276134491, + 0.05949028581380844, + 0.21509826183319092, + 0.035011835396289825, + 0.08646226674318314, + 0.04197670519351959, + 0.03259719908237457, + 0.1889932006597519 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.5835129618644714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009335688664577901 + ], + "opposite_logprob_tokens": [ + -7.000933647155762 + ], + "logprob_reward": -0.0009335688664577901, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009335688664577901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1678617149591446, + 0.08211278915405273, + 0.055739231407642365, + 0.04922337085008621, + 0.15040650963783264, + 0.030783720314502716, + 0.12308833003044128, + 0.04625539854168892, + 0.10272109508514404, + 0.19180777668952942 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0009335688664577901 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638507030904293 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638507030904293, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638507030904293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1418299823999405, + 0.04261501133441925, + 0.08976877480745316, + 0.056793149560689926, + 0.20084130764007568, + 0.06067642569541931, + 0.07594498246908188, + 0.0371735580265522, + 0.032946765422821045, + 0.26141005754470825 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.004638507030904293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013341344892978668 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013341344892978668, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013341344892978668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19044387340545654, + 0.07062016427516937, + 0.08387479186058044, + 0.0624183788895607, + 0.13274739682674408, + 0.05307059735059738, + 0.08900716155767441, + 0.07322977483272552, + 0.0766887292265892, + 0.16789911687374115 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0013341344892978668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339808478951454 + ], + "opposite_logprob_tokens": [ + -3.6513397693634033 + ], + "logprob_reward": -0.026339808478951454, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339808478951454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09215480089187622, + 0.040511149913072586, + 0.05825810506939888, + 0.03858450800180435, + 0.0486120842397213, + 0.020479921251535416, + 0.10137077420949936, + 0.03838631883263588, + 0.07190091162919998, + 0.48974141478538513 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.026339808478951454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from an intimate first-person perspective, the camera captures a static close-up, tilting toward a small candle flickering on a cluttered, dark wooden table. The table is strewn with the charming clutter of a scholar or artist: a pile of old books with faded spines, a half-full ceramic mug, and scattered drawing tools. Initially, the small, teardrop-shaped flame casts a soft, flickering glow, its rays dancing gently around. Then, with a single, fluid motion, the flame suddenly and joyfully springs upward, instantly erupting into a magical, brilliant, warm glow, from which soft golden sparks drift lazily like ethereal motes. This stream of light sweeps across the scene, instantly revealing a cozy, meticulously detailed room. The entire visual effect is rendered in the beautiful hand-drawn style of Ghibli animation. The soft-edged objects, rich, warm color palette, and painterly textures imbue this sudden burst of light with a wondrous and sincere quality, creating a tranquil and magical atmosphere.", + "seed": 22577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_8/index_1388_seed_22577_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10710807885043323, + "vlm_logprob": -0.10710807885043323, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.10710807885043323, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.49811655282974243 + ], + "opposite_logprob_tokens": [ + -0.9981165528297424 + ], + "logprob_reward": -0.49811655282974243, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.49811655282974243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2067934274673462, + 0.05665518715977669, + 0.026927758008241653, + 0.03990314528346062, + 0.10471415519714355, + 0.12130691856145859, + 0.07475796341896057, + 0.08903558552265167, + 0.11990820616483688, + 0.15999771654605865 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.49811655282974243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022144813556224108 + ], + "opposite_logprob_tokens": [ + -6.127214431762695 + ], + "logprob_reward": -0.0022144813556224108, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022144813556224108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2236858606338501, + 0.15271571278572083, + 0.08362460136413574, + 0.05804314836859703, + 0.0592314749956131, + 0.1349077820777893, + 0.05263546109199524, + 0.0628204494714737, + 0.08121127635240555, + 0.09112422168254852 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0022144813556224108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203292317688465 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203292317688465, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203292317688465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2377309650182724, + 0.08768083155155182, + 0.08252819627523422, + 0.05785413086414337, + 0.05659111961722374, + 0.09763811528682709, + 0.030521994456648827, + 0.04053473100066185, + 0.1408347487449646, + 0.16808509826660156 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.014203292317688465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028177103959023952 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028177103959023952, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028177103959023952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13392189145088196, + 0.07788745313882828, + 0.05026070028543472, + 0.026227788999676704, + 0.06670919060707092, + 0.20850910246372223, + 0.21437503397464752, + 0.0767880454659462, + 0.1119636595249176, + 0.033357102423906326 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.0028177103959023952 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818835735321045 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.01818835735321045, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818835735321045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16275504231452942, + 0.10094323009252548, + 0.03238486126065254, + 0.03952818736433983, + 0.026536686345934868, + 0.05736606568098068, + 0.15002882480621338, + 0.1938466876745224, + 0.11301100254058838, + 0.12359940260648727 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.01818835735321045 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from an intimate first-person perspective, the camera captures a static close-up, tilting toward a small candle flickering on a cluttered, dark wooden table. The table is strewn with the charming clutter of a scholar or artist: a pile of old books with faded spines, a half-full ceramic mug, and scattered drawing tools. Initially, the small, teardrop-shaped flame casts a soft, flickering glow, its rays dancing gently around. Then, with a single, fluid motion, the flame suddenly and joyfully springs upward, instantly erupting into a magical, brilliant, warm glow, from which soft golden sparks drift lazily like ethereal motes. This stream of light sweeps across the scene, instantly revealing a cozy, meticulously detailed room. The entire visual effect is rendered in the beautiful hand-drawn style of Ghibli animation. The soft-edged objects, rich, warm color palette, and painterly textures imbue this sudden burst of light with a wondrous and sincere quality, creating a tranquil and magical atmosphere.", + "seed": 22578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_8/index_1388_seed_22578_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.33429947281256317, + "vlm_logprob": -0.33429947281256317, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.33429947281256317, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6055760383605957 + ], + "opposite_logprob_tokens": [ + -0.2305760681629181 + ], + "logprob_reward": -1.6055760383605957, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6055760383605957, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1703585684299469, + 0.05927694961428642, + 0.06714490801095963, + 0.1839226484298706, + 0.22882941365242004, + 0.06678254902362823, + 0.05362987890839577, + 0.13088886439800262, + 0.020995939150452614, + 0.018170330673456192 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -1.6055760383605957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00765438424423337 + ], + "opposite_logprob_tokens": [ + -4.882654190063477 + ], + "logprob_reward": -0.00765438424423337, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00765438424423337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2629442811012268, + 0.12827306985855103, + 0.06855154782533646, + 0.1764947474002838, + 0.15644130110740662, + 0.035957273095846176, + 0.03394964337348938, + 0.08528881520032883, + 0.02465829625725746, + 0.02744106948375702 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00765438424423337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543711811304092 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543711811304092, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543711811304092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4201136827468872, + 0.0982663631439209, + 0.0650540217757225, + 0.17512662708759308, + 0.1400718092918396, + 0.027935506775975227, + 0.024296483024954796, + 0.02266925573348999, + 0.009979890659451485, + 0.01648634485900402 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.012543711811304092 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623862475156784 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.007623862475156784, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623862475156784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08658518642187119, + 0.060121580958366394, + 0.1794307380914688, + 0.132826566696167, + 0.32259494066238403, + 0.04261963814496994, + 0.0565749816596508, + 0.054432108998298645, + 0.03999711945652962, + 0.0248170867562294 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.007623862475156784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small candle with a teardrop-shaped flame visible on a dark wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are scholar or artist items like old books, a ceramic mug, and drawing tools visible on the table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame suddenly spring upward and erupt into a brilliant glow with drifting golden sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the hand-drawn style of Ghibli animation with soft edges and painterly textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099367171525955 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.038099367171525955, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099367171525955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21048526465892792, + 0.03665357455611229, + 0.1738346964120865, + 0.1219232827425003, + 0.1458079218864441, + 0.04021644964814186, + 0.1139473095536232, + 0.1111530065536499, + 0.022601591423153877, + 0.023376835510134697 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.038099367171525955 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_9/index_tensor([4000, 4000])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_9/index_tensor([4000, 4000])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c3856e9625ca7dc6e71667a6c2314f2550cc0a29 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_9/index_tensor([4000, 4000])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion, time-lapse medium shot, the camera held still, captures a vast, bustling train platform. Beneath a high, vaulted ceiling, a blur of ghostly figures, dragging suitcases and carrying backpacks, surges in a frantic, accelerated pattern, creating a chaotic, blurry mess of colors. Trains enter and depart the station at breakneck speed, their lights casting long trails of light across the frame. Amidst this surging sea, a young woman stands as the sole still anchor. She wears a long, dark trench coat, a beige scarf neatly wrapped around her neck. Industrial lights arrayed on the platform's ceiling cast a bright yet slightly cold light, framing her focused profile. Completely oblivious to the surrounding clamor, she clutches a thick, hardcover book in her hands, her long, dark brown hair casually tied back. In stark contrast to the accelerated movement around her, her fingers gently turn the yellowed pages, one by one, at a normal, leisurely pace. This tiny, steady and focused movement creates an oasis of tranquility in this silent and busy scene. The entire picture builds a strong dramatic tension between the cool background and the focused warmth emanating from her reading, creating a surreal and thought-provoking atmosphere.", + "seed": 12914, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_9/index_4000_seed_12914_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18806018345057965, + "vlm_logprob": -0.18806018345057965, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.18806018345057965, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031990692019462585 + ], + "opposite_logprob_tokens": [ + -3.5319907665252686 + ], + "logprob_reward": -0.031990692019462585, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031990692019462585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16815036535263062, + 0.0365736223757267, + 0.0424041785299778, + 0.3256303369998932, + 0.13703125715255737, + 0.1496884673833847, + 0.028074266389012337, + 0.06863518059253693, + 0.026858938857913017, + 0.016953371465206146 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.031990692019462585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813160955905914 + ], + "opposite_logprob_tokens": [ + -3.2881317138671875 + ], + "logprob_reward": -0.03813160955905914, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813160955905914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16977086663246155, + 0.12573686242103577, + 0.05711549520492554, + 0.13435499370098114, + 0.06348511576652527, + 0.11755502223968506, + 0.062167178839445114, + 0.15987198054790497, + 0.07800120115280151, + 0.03194126859307289 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.03813160955905914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606013014912605 + ], + "opposite_logprob_tokens": [ + -3.89560604095459 + ], + "logprob_reward": -0.020606013014912605, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606013014912605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24246129393577576, + 0.1952030211687088, + 0.053037211298942566, + 0.09154996275901794, + 0.10043535381555557, + 0.06588249653577805, + 0.11534615606069565, + 0.02385975606739521, + 0.05512724071741104, + 0.05709751322865486 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.020606013014912605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262592554092407 + ], + "opposite_logprob_tokens": [ + -0.5762592554092407 + ], + "logprob_reward": -0.8262592554092407, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262592554092407, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12744274735450745, + 0.0762503445148468, + 0.0485868975520134, + 0.09926019608974457, + 0.12318014353513718, + 0.1765802651643753, + 0.09770775586366653, + 0.0734231024980545, + 0.10450735688209534, + 0.07306119799613953 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.8262592554092407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331334725022316 + ], + "opposite_logprob_tokens": [ + -3.773313283920288 + ], + "logprob_reward": -0.02331334725022316, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331334725022316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1718190312385559, + 0.1418575644493103, + 0.06848236173391342, + 0.0788545161485672, + 0.06172299385070801, + 0.2101237028837204, + 0.04638742655515671, + 0.044847290962934494, + 0.05880387872457504, + 0.11710121482610703 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.02331334725022316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "slow-motion, time-lapse medium shot, the camera held still, captures a vast, bustling train platform. Beneath a high, vaulted ceiling, a blur of ghostly figures, dragging suitcases and carrying backpacks, surges in a frantic, accelerated pattern, creating a chaotic, blurry mess of colors. Trains enter and depart the station at breakneck speed, their lights casting long trails of light across the frame. Amidst this surging sea, a young woman stands as the sole still anchor. She wears a long, dark trench coat, a beige scarf neatly wrapped around her neck. Industrial lights arrayed on the platform's ceiling cast a bright yet slightly cold light, framing her focused profile. Completely oblivious to the surrounding clamor, she clutches a thick, hardcover book in her hands, her long, dark brown hair casually tied back. In stark contrast to the accelerated movement around her, her fingers gently turn the yellowed pages, one by one, at a normal, leisurely pace. This tiny, steady and focused movement creates an oasis of tranquility in this silent and busy scene. The entire picture builds a strong dramatic tension between the cool background and the focused warmth emanating from her reading, creating a surreal and thought-provoking atmosphere.", + "seed": 12915, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_9/index_4000_seed_12915_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15376466531306504, + "vlm_logprob": -0.15376466531306504, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.15376466531306504, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012608104385435581 + ], + "opposite_logprob_tokens": [ + -4.637608051300049 + ], + "logprob_reward": -0.012608104385435581, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012608104385435581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09433309733867645, + 0.06534997373819351, + 0.06561686843633652, + 0.019223986193537712, + 0.0898619294166565, + 0.08037970960140228, + 0.05607985705137253, + 0.05036843568086624, + 0.4035596549510956, + 0.07522646337747574 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.012608104385435581 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023322779685258865 + ], + "opposite_logprob_tokens": [ + -3.773322820663452 + ], + "logprob_reward": -0.023322779685258865, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023322779685258865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05925494804978371, + 0.03484492003917694, + 0.1606125384569168, + 0.10510179400444031, + 0.08731841295957565, + 0.13058029115200043, + 0.1210450828075409, + 0.07043467462062836, + 0.16450193524360657, + 0.06630537658929825 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.023322779685258865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016098398715257645 + ], + "opposite_logprob_tokens": [ + -4.141098499298096 + ], + "logprob_reward": -0.016098398715257645, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016098398715257645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09664696455001831, + 0.056382663547992706, + 0.0569085069000721, + 0.03743861988186836, + 0.042894355952739716, + 0.15566685795783997, + 0.12451954185962677, + 0.1078486368060112, + 0.22535225749015808, + 0.09634154289960861 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.016098398715257645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934818625450134 + ], + "opposite_logprob_tokens": [ + -0.6934818625450134 + ], + "logprob_reward": -0.6934818625450134, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934818625450134, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09681890159845352, + 0.08614976704120636, + 0.11067046970129013, + 0.04177463799715042, + 0.03547850251197815, + 0.20469559729099274, + 0.09091189503669739, + 0.04782283306121826, + 0.10358575731515884, + 0.18209168314933777 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.6934818625450134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331218123435974 + ], + "opposite_logprob_tokens": [ + -3.7733120918273926 + ], + "logprob_reward": -0.02331218123435974, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331218123435974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08629640936851501, + 0.10814002901315689, + 0.04002483934164047, + 0.024790728464722633, + 0.06059210002422333, + 0.25970742106437683, + 0.12650513648986816, + 0.051281776279211044, + 0.16343022882938385, + 0.07923134416341782 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.02331218123435974 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "slow-motion, time-lapse medium shot, the camera held still, captures a vast, bustling train platform. Beneath a high, vaulted ceiling, a blur of ghostly figures, dragging suitcases and carrying backpacks, surges in a frantic, accelerated pattern, creating a chaotic, blurry mess of colors. Trains enter and depart the station at breakneck speed, their lights casting long trails of light across the frame. Amidst this surging sea, a young woman stands as the sole still anchor. She wears a long, dark trench coat, a beige scarf neatly wrapped around her neck. Industrial lights arrayed on the platform's ceiling cast a bright yet slightly cold light, framing her focused profile. Completely oblivious to the surrounding clamor, she clutches a thick, hardcover book in her hands, her long, dark brown hair casually tied back. In stark contrast to the accelerated movement around her, her fingers gently turn the yellowed pages, one by one, at a normal, leisurely pace. This tiny, steady and focused movement creates an oasis of tranquility in this silent and busy scene. The entire picture builds a strong dramatic tension between the cool background and the focused warmth emanating from her reading, creating a surreal and thought-provoking atmosphere.", + "seed": 12916, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_9/index_4000_seed_12916_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.31488099358975885, + "vlm_logprob": -0.31488099358975885, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.31488099358975885, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8281717896461487 + ], + "opposite_logprob_tokens": [ + -0.5781717896461487 + ], + "logprob_reward": -0.8281717896461487, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8281717896461487, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4239482879638672, + 0.067850261926651, + 0.17673538625240326, + 0.031798891723155975, + 0.010693369433283806, + 0.04998663440346718, + 0.1152547225356102, + 0.06507766246795654, + 0.026698706671595573, + 0.0319560281932354 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.8281717896461487 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007994502782822 + ], + "opposite_logprob_tokens": [ + -2.695080041885376 + ], + "logprob_reward": -0.07007994502782822, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007994502782822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24060693383216858, + 0.12988106906414032, + 0.1111002191901207, + 0.04476209357380867, + 0.03648732975125313, + 0.035830702632665634, + 0.23016417026519775, + 0.06523416936397552, + 0.05725645646452904, + 0.04867687076330185 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07007994502782822 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007928192615509 + ], + "opposite_logprob_tokens": [ + -2.6950793266296387 + ], + "logprob_reward": -0.07007928192615509, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007928192615509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3025641441345215, + 0.06985551863908768, + 0.24352768063545227, + 0.04498650133609772, + 0.024159325286746025, + 0.055160656571388245, + 0.1615627110004425, + 0.036990340799093246, + 0.031007729470729828, + 0.03018535114824772 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.07007928192615509 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762416124343872 + ], + "opposite_logprob_tokens": [ + -0.8262416124343872 + ], + "logprob_reward": -0.5762416124343872, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762416124343872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2905524671077728, + 0.06876716017723083, + 0.20938634872436523, + 0.04778498411178589, + 0.01856311596930027, + 0.05951041355729103, + 0.1306644082069397, + 0.0479213185608387, + 0.10028132051229477, + 0.02656850591301918 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.5762416124343872 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983233891427517 + ], + "opposite_logprob_tokens": [ + -3.529832363128662 + ], + "logprob_reward": -0.02983233891427517, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983233891427517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2915305495262146, + 0.11419787257909775, + 0.06456244736909866, + 0.03816090524196625, + 0.03525372967123985, + 0.0528842955827713, + 0.2706924378871918, + 0.049332257360219955, + 0.04337821528315544, + 0.040007270872592926 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02983233891427517 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, time-lapse medium shot, the camera held still, captures a vast, bustling train platform. Beneath a high, vaulted ceiling, a blur of ghostly figures, dragging suitcases and carrying backpacks, surges in a frantic, accelerated pattern, creating a chaotic, blurry mess of colors. Trains enter and depart the station at breakneck speed, their lights casting long trails of light across the frame. Amidst this surging sea, a young woman stands as the sole still anchor. She wears a long, dark trench coat, a beige scarf neatly wrapped around her neck. Industrial lights arrayed on the platform's ceiling cast a bright yet slightly cold light, framing her focused profile. Completely oblivious to the surrounding clamor, she clutches a thick, hardcover book in her hands, her long, dark brown hair casually tied back. In stark contrast to the accelerated movement around her, her fingers gently turn the yellowed pages, one by one, at a normal, leisurely pace. This tiny, steady and focused movement creates an oasis of tranquility in this silent and busy scene. The entire picture builds a strong dramatic tension between the cool background and the focused warmth emanating from her reading, creating a surreal and thought-provoking atmosphere.", + "seed": 12917, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000034/group_9/index_4000_seed_12917_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12715806439518929, + "vlm_logprob": -0.12715806439518929, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.12715806439518929, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0458436980843544 + ], + "opposite_logprob_tokens": [ + -3.1708436012268066 + ], + "logprob_reward": -0.0458436980843544, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0458436980843544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17009617388248444, + 0.09842274338006973, + 0.14157617092132568, + 0.11812315136194229, + 0.1649356484413147, + 0.10528434813022614, + 0.03376234695315361, + 0.03665648400783539, + 0.07279691100120544, + 0.05834611505270004 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0458436980843544 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060566283762455 + ], + "opposite_logprob_tokens": [ + -3.8956055641174316 + ], + "logprob_reward": -0.02060566283762455, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060566283762455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2172393500804901, + 0.13076147437095642, + 0.23078957200050354, + 0.038482267409563065, + 0.07023213058710098, + 0.0791703537106514, + 0.037672460079193115, + 0.07091157883405685, + 0.06337092071771622, + 0.061369817703962326 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02060566283762455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029829679057002068 + ], + "opposite_logprob_tokens": [ + -3.529829740524292 + ], + "logprob_reward": -0.029829679057002068, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029829679057002068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3841102421283722, + 0.08762200176715851, + 0.063992939889431, + 0.054172333329916, + 0.07443007826805115, + 0.08341099321842194, + 0.07680495828390121, + 0.045186616480350494, + 0.057876259088516235, + 0.07239362597465515 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.029829679057002068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234275460243225 + ], + "opposite_logprob_tokens": [ + -0.8984275460243225 + ], + "logprob_reward": -0.5234275460243225, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234275460243225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37746161222457886, + 0.1454169899225235, + 0.07233814895153046, + 0.03738529235124588, + 0.04988978058099747, + 0.07571998238563538, + 0.05341083183884621, + 0.0403253510594368, + 0.08099598437547684, + 0.0670560821890831 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.5234275460243225 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast, bustling train platform beneath a high, vaulted ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young woman visible standing still in the center of the frame wearing a long dark trench coat and a beige scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are ghostly figures dragging suitcases and carrying backpacks moving in a frantic, accelerated blur around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman clutching a thick hardcover book and turning its yellowed pages at a normal, leisurely pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still in a medium shot while industrial lights cast a bright yet slightly cold illumination on the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160837359726429 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.0160837359726429, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160837359726429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2046327441930771, + 0.21946537494659424, + 0.1901371330022812, + 0.022694891318678856, + 0.06911025941371918, + 0.02816738560795784, + 0.037628233432769775, + 0.05395325645804405, + 0.06777157634496689, + 0.10643908381462097 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0160837359726429 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_0/index_tensor([656, 656])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_0/index_tensor([656, 656])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f110e472616b1e11ea46fecebe816158bff52bf9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_0/index_tensor([656, 656])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, smooth, low-angle tracking shot moves along a frozen riverbank, frost-covered and gleaming coldly in the dim moonlight. Broken ice fragments appear and disappear in the nearly frozen black water. As the camera slowly stops, it reveals its subject, hidden in the deep shadow cast by a withered tree on the bank: a massive Rough-legged Fishing Owl. Its thick, fluffy feathers, a mottled palette of dark brown and light brown, almost blend into the darkness. Its body leans slightly forward, crouching in a poised posture, motionless. In the near-total darkness, its unsettlingly piercing yellow eyes, like two burning amber lamps, pierce the deep blue and black night, becoming the sole source of light and focal point in the entire frame, its gaze fixed firmly on a point beyond the camera. The texture of the entire scene is like a Rembrandt-style thick oil painting, with extremely strong contrast between light and shadow. Deep Prussian blue and pure black constitute the main colors of the picture, creating a breathtaking and silent atmosphere full of dramatic tension.", + "seed": 24741, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_0/index_656_seed_24741_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028652531560510397, + "vlm_logprob": -0.028652531560510397, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.028652531560510397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030856965109705925 + ], + "opposite_logprob_tokens": [ + -3.5308568477630615 + ], + "logprob_reward": -0.030856965109705925, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030856965109705925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021307209506630898, + 0.007380770985037088, + 0.12391658872365952, + 0.06405468285083771, + 0.3332344591617584, + 0.2650963068008423, + 0.01472930982708931, + 0.008639595471322536, + 0.13467401266098022, + 0.026967095211148262 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.030856965109705925 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647141046822071 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647141046822071, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647141046822071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02821708284318447, + 0.011184732429683208, + 0.024686403572559357, + 0.12302251160144806, + 0.11430544406175613, + 0.27361273765563965, + 0.016674628481268883, + 0.011717510409653187, + 0.3439289629459381, + 0.05264995992183685 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.008647141046822071 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036168177612125874 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036168177612125874, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036168177612125874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021346351131796837, + 0.0044836015440523624, + 0.09757360070943832, + 0.13858072459697723, + 0.08114936947822571, + 0.3550265431404114, + 0.014522419311106205, + 0.21491394937038422, + 0.06306737661361694, + 0.009336053393781185 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.0036168177612125874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205568090081215 + ], + "opposite_logprob_tokens": [ + -2.8120555877685547 + ], + "logprob_reward": -0.06205568090081215, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205568090081215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018184958025813103, + 0.00794149748980999, + 0.24168789386749268, + 0.032377053052186966, + 0.08088897913694382, + 0.38142910599708557, + 0.017115816473960876, + 0.03988471254706383, + 0.07387316226959229, + 0.1066167876124382 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.06205568090081215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808605298399925 + ], + "opposite_logprob_tokens": [ + -3.2880859375 + ], + "logprob_reward": -0.03808605298399925, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808605298399925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.009264749474823475, + 0.007635710760951042, + 0.04804202914237976, + 0.12981048226356506, + 0.1548316925764084, + 0.5801894068717957, + 0.010350672528147697, + 0.005047457292675972, + 0.02840104140341282, + 0.0264267697930336 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.03808605298399925 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth, low-angle tracking shot moves along a frozen riverbank, frost-covered and gleaming coldly in the dim moonlight. Broken ice fragments appear and disappear in the nearly frozen black water. As the camera slowly stops, it reveals its subject, hidden in the deep shadow cast by a withered tree on the bank: a massive Rough-legged Fishing Owl. Its thick, fluffy feathers, a mottled palette of dark brown and light brown, almost blend into the darkness. Its body leans slightly forward, crouching in a poised posture, motionless. In the near-total darkness, its unsettlingly piercing yellow eyes, like two burning amber lamps, pierce the deep blue and black night, becoming the sole source of light and focal point in the entire frame, its gaze fixed firmly on a point beyond the camera. The texture of the entire scene is like a Rembrandt-style thick oil painting, with extremely strong contrast between light and shadow. Deep Prussian blue and pure black constitute the main colors of the picture, creating a breathtaking and silent atmosphere full of dramatic tension.", + "seed": 24742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_0/index_656_seed_24742_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03041196586564183, + "vlm_logprob": -0.03041196586564183, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03041196586564183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03982273116707802 + ], + "opposite_logprob_tokens": [ + -3.289822816848755 + ], + "logprob_reward": -0.03982273116707802, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03982273116707802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17418985068798065, + 0.17609331011772156, + 0.055784571915864944, + 0.05080201476812363, + 0.12735280394554138, + 0.05509604513645172, + 0.1014029011130333, + 0.05425134301185608, + 0.1503755748271942, + 0.05465155094861984 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.03982273116707802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296808823943138 + ], + "opposite_logprob_tokens": [ + -3.77329683303833 + ], + "logprob_reward": -0.023296808823943138, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296808823943138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09022267907857895, + 0.08280704915523529, + 0.031273841857910156, + 0.034003809094429016, + 0.16176483035087585, + 0.07958189398050308, + 0.2550899088382721, + 0.14200256764888763, + 0.0522182397544384, + 0.071035236120224 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.023296808823943138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631315384060144 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631315384060144, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631315384060144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06557516008615494, + 0.17747607827186584, + 0.0484764464199543, + 0.03831104561686516, + 0.12706170976161957, + 0.105397529900074, + 0.15148445963859558, + 0.09927309304475784, + 0.1304810792207718, + 0.05646343529224396 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.007631315384060144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054970093071460724 + ], + "opposite_logprob_tokens": [ + -2.9299700260162354 + ], + "logprob_reward": -0.054970093071460724, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054970093071460724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07045039534568787, + 0.1444760113954544, + 0.07162483036518097, + 0.026433352380990982, + 0.08742276579141617, + 0.03569447994232178, + 0.0503842756152153, + 0.04524393007159233, + 0.4275364875793457, + 0.04073348641395569 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.054970093071460724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338880881667137 + ], + "opposite_logprob_tokens": [ + -3.651338815689087 + ], + "logprob_reward": -0.026338880881667137, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338880881667137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07744860649108887, + 0.23458322882652283, + 0.03435283154249191, + 0.07697293162345886, + 0.0899602547287941, + 0.08984003216028214, + 0.13447177410125732, + 0.048066396266222, + 0.14512552320957184, + 0.06917840242385864 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.026338880881667137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth, low-angle tracking shot moves along a frozen riverbank, frost-covered and gleaming coldly in the dim moonlight. Broken ice fragments appear and disappear in the nearly frozen black water. As the camera slowly stops, it reveals its subject, hidden in the deep shadow cast by a withered tree on the bank: a massive Rough-legged Fishing Owl. Its thick, fluffy feathers, a mottled palette of dark brown and light brown, almost blend into the darkness. Its body leans slightly forward, crouching in a poised posture, motionless. In the near-total darkness, its unsettlingly piercing yellow eyes, like two burning amber lamps, pierce the deep blue and black night, becoming the sole source of light and focal point in the entire frame, its gaze fixed firmly on a point beyond the camera. The texture of the entire scene is like a Rembrandt-style thick oil painting, with extremely strong contrast between light and shadow. Deep Prussian blue and pure black constitute the main colors of the picture, creating a breathtaking and silent atmosphere full of dramatic tension.", + "seed": 24743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_0/index_656_seed_24743_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03300272114574909, + "vlm_logprob": -0.03300272114574909, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03300272114574909, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02830362692475319 + ], + "opposite_logprob_tokens": [ + -3.653303623199463 + ], + "logprob_reward": -0.02830362692475319, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02830362692475319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48552316427230835, + 0.1066042110323906, + 0.11228842288255692, + 0.06902311742305756, + 0.04704764485359192, + 0.05815085396170616, + 0.02439781464636326, + 0.03660191223025322, + 0.021963074803352356, + 0.03839978575706482 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02830362692475319 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981463633477688 + ], + "opposite_logprob_tokens": [ + -3.5298147201538086 + ], + "logprob_reward": -0.02981463633477688, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981463633477688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2527752220630646, + 0.07607756555080414, + 0.04207967221736908, + 0.07949978113174438, + 0.06784769892692566, + 0.1868128776550293, + 0.08065418899059296, + 0.04291510954499245, + 0.030133716762065887, + 0.14120417833328247 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.02981463633477688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737846881151199 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.006737846881151199, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737846881151199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12331034243106842, + 0.14061938226222992, + 0.15351563692092896, + 0.055156491696834564, + 0.08006467670202255, + 0.11145108193159103, + 0.05445726588368416, + 0.09550316631793976, + 0.03784481808543205, + 0.14807705581188202 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.006737846881151199 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206822767853737 + ], + "opposite_logprob_tokens": [ + -2.812068223953247 + ], + "logprob_reward": -0.06206822767853737, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206822767853737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4075765013694763, + 0.08639632165431976, + 0.12376531213521957, + 0.06734950095415115, + 0.06279899179935455, + 0.1343078464269638, + 0.031186310574412346, + 0.033553026616573334, + 0.011168566532433033, + 0.041897691786289215 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.06206822767853737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038089267909526825 + ], + "opposite_logprob_tokens": [ + -3.2880892753601074 + ], + "logprob_reward": -0.038089267909526825, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038089267909526825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3516274094581604, + 0.06596984714269638, + 0.1382339894771576, + 0.0940963625907898, + 0.04792623221874237, + 0.07730694860219955, + 0.13486097753047943, + 0.03718332573771477, + 0.02756015583872795, + 0.025234747678041458 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.038089267909526825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth, low-angle tracking shot moves along a frozen riverbank, frost-covered and gleaming coldly in the dim moonlight. Broken ice fragments appear and disappear in the nearly frozen black water. As the camera slowly stops, it reveals its subject, hidden in the deep shadow cast by a withered tree on the bank: a massive Rough-legged Fishing Owl. Its thick, fluffy feathers, a mottled palette of dark brown and light brown, almost blend into the darkness. Its body leans slightly forward, crouching in a poised posture, motionless. In the near-total darkness, its unsettlingly piercing yellow eyes, like two burning amber lamps, pierce the deep blue and black night, becoming the sole source of light and focal point in the entire frame, its gaze fixed firmly on a point beyond the camera. The texture of the entire scene is like a Rembrandt-style thick oil painting, with extremely strong contrast between light and shadow. Deep Prussian blue and pure black constitute the main colors of the picture, creating a breathtaking and silent atmosphere full of dramatic tension.", + "seed": 24744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_0/index_656_seed_24744_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02375915218144655, + "vlm_logprob": -0.02375915218144655, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02375915218144655, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0219286996871233 + ], + "opposite_logprob_tokens": [ + -3.8969287872314453 + ], + "logprob_reward": -0.0219286996871233, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0219286996871233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13424351811408997, + 0.29933348298072815, + 0.09725534170866013, + 0.1695331186056137, + 0.07112374901771545, + 0.049610357731580734, + 0.08578196167945862, + 0.037556249648332596, + 0.02913046069443226, + 0.02643178589642048 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0219286996871233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785893373191357 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009785893373191357, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785893373191357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2648124694824219, + 0.15675194561481476, + 0.08058702945709229, + 0.0682625025510788, + 0.13197830319404602, + 0.05189099162817001, + 0.06128586083650589, + 0.05001577362418175, + 0.07001248747110367, + 0.06440259516239166 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.009785893373191357 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863579474389553 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.00863579474389553, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863579474389553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19948743283748627, + 0.17311300337314606, + 0.1459803730249405, + 0.10558909922838211, + 0.15270690619945526, + 0.05201566591858864, + 0.045748621225357056, + 0.04872662201523781, + 0.03342121094465256, + 0.04321107640862465 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.00863579474389553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865943267941475 + ], + "opposite_logprob_tokens": [ + -3.048659324645996 + ], + "logprob_reward": -0.04865943267941475, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865943267941475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2623956799507141, + 0.10851209610700607, + 0.11931870132684708, + 0.09979260712862015, + 0.09846115857362747, + 0.09020401537418365, + 0.06530002504587173, + 0.060773734003305435, + 0.04821173846721649, + 0.04703022539615631 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04865943267941475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a frozen riverbank with broken ice fragments in nearly frozen black water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive Rough-legged Fishing Owl crouching in a poised, motionless posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the owl have thick fluffy feathers with a mottled palette of dark brown and light brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the owl's eyes piercing yellow, acting as the sole source of light in the deep blue and black night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a slow, smooth, low-angle tracking shot that stops to reveal the owl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029785940423607826 + ], + "opposite_logprob_tokens": [ + -3.5297858715057373 + ], + "logprob_reward": -0.029785940423607826, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029785940423607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18980854749679565, + 0.34557080268859863, + 0.08152398467063904, + 0.0779380351305008, + 0.061753563582897186, + 0.05818311125040054, + 0.1163649708032608, + 0.028400257229804993, + 0.026842955499887466, + 0.013613778166472912 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.029785940423607826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_1/index_tensor([5954, 5954])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_1/index_tensor([5954, 5954])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..07945a03c7c99cc44d5c0ad1a780643e7cb84f62 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_1/index_tensor([5954, 5954])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a level angle, slowly and steadily moves forward, focusing on an elderly monk. His shiny head gleams faintly in the morning light, his forehead and eyes crisscrossed with deep, furrowed lines. Clad in a faded, ochre-yellow, coarse robe, he sits cross-legged on a dark cushion in the quiet courtyard of an ancient monastery. Behind him, the temple's pristine wooden eaves, their outlines gradually becoming clear in the morning light, and beneath his feet, a lightly frosted bluestone floor. His back is straight, his hands clasped in his lap in meditation mudra, his eyes closed, his face radiating utter serenity and concentration. With each slow, deep, and rhythmic breath, a small, dense cloud of white mist gently emanates from his nostrils, briefly condensing and swirling in the cold air before curling upwards and silently dissipating into the chill dawn light. The dominant tones of the entire painting are calm blue-gray and deep wood tones. Only the first glimmer of light at dawn gives the monk's outline a faint golden edge. The overall atmosphere is solemn and tranquil, filled with Zen and a deep sense of tranquility that transcends time.", + "seed": 23954, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_1/index_5954_seed_23954_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06271081231534481, + "vlm_logprob": -0.06271081231534481, + "vlm_yes_no_margin": 3.0250000238418577, + "vlm_token_credit": -0.06271081231534481, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015013789758086205 + ], + "opposite_logprob_tokens": [ + -4.265013694763184 + ], + "logprob_reward": -0.015013789758086205, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015013789758086205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08417904376983643, + 0.0407307930290699, + 0.032172791659832, + 0.015800397843122482, + 0.025020455941557884, + 0.17415259778499603, + 0.024506978690624237, + 0.057220861315727234, + 0.5129907727241516, + 0.033225398510694504 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.015013789758086205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307367652654648 + ], + "opposite_logprob_tokens": [ + -3.1680736541748047 + ], + "logprob_reward": -0.04307367652654648, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307367652654648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18225719034671783, + 0.0727655366063118, + 0.053434353321790695, + 0.045541923493146896, + 0.03686779364943504, + 0.10790208727121353, + 0.042931538075208664, + 0.06227986142039299, + 0.3516658842563629, + 0.04435374587774277 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.04307367652654648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898195087909698 + ], + "opposite_logprob_tokens": [ + -2.578981876373291 + ], + "logprob_reward": -0.07898195087909698, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898195087909698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07858291268348694, + 0.05540914088487625, + 0.019850026816129684, + 0.016529623419046402, + 0.027533553540706635, + 0.018366266041994095, + 0.021026883274316788, + 0.21294772624969482, + 0.5338853001594543, + 0.01586855761706829 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.07898195087909698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428011804819107 + ], + "opposite_logprob_tokens": [ + -2.017801284790039 + ], + "logprob_reward": -0.1428011804819107, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428011804819107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16923408210277557, + 0.11322929710149765, + 0.04203672334551811, + 0.05918652191758156, + 0.05798060819506645, + 0.06393765658140182, + 0.1382620930671692, + 0.16139648854732513, + 0.13017185032367706, + 0.06456465274095535 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.1428011804819107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368346393108368 + ], + "opposite_logprob_tokens": [ + -3.4086835384368896 + ], + "logprob_reward": -0.03368346393108368, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368346393108368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07088110595941544, + 0.04045175388455391, + 0.025854727253317833, + 0.026993924751877785, + 0.025307118892669678, + 0.09961584955453873, + 0.0217704176902771, + 0.052153605967760086, + 0.6050915718078613, + 0.031879972666502 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.03368346393108368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly and steadily moves forward, focusing on an elderly monk. His shiny head gleams faintly in the morning light, his forehead and eyes crisscrossed with deep, furrowed lines. Clad in a faded, ochre-yellow, coarse robe, he sits cross-legged on a dark cushion in the quiet courtyard of an ancient monastery. Behind him, the temple's pristine wooden eaves, their outlines gradually becoming clear in the morning light, and beneath his feet, a lightly frosted bluestone floor. His back is straight, his hands clasped in his lap in meditation mudra, his eyes closed, his face radiating utter serenity and concentration. With each slow, deep, and rhythmic breath, a small, dense cloud of white mist gently emanates from his nostrils, briefly condensing and swirling in the cold air before curling upwards and silently dissipating into the chill dawn light. The dominant tones of the entire painting are calm blue-gray and deep wood tones. Only the first glimmer of light at dawn gives the monk's outline a faint golden edge. The overall atmosphere is solemn and tranquil, filled with Zen and a deep sense of tranquility that transcends time.", + "seed": 23955, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_1/index_5954_seed_23955_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036838659457862376, + "vlm_logprob": -0.036838659457862376, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.036838659457862376, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01083349622786045 + ], + "opposite_logprob_tokens": [ + -4.635833263397217 + ], + "logprob_reward": -0.01083349622786045, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01083349622786045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06073658913373947, + 0.030447248369455338, + 0.02712363936007023, + 0.04125063121318817, + 0.05264358967542648, + 0.013476459309458733, + 0.010937820188701153, + 0.018831387162208557, + 0.016741015017032623, + 0.7278115749359131 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.01083349622786045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549597769975662 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549597769975662, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549597769975662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0708879679441452, + 0.07166747748851776, + 0.08028236031532288, + 0.06467504799365997, + 0.027468159794807434, + 0.05177869275212288, + 0.0808313637971878, + 0.035493940114974976, + 0.051072802394628525, + 0.4658421576023102 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.012549597769975662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038098447024822235 + ], + "opposite_logprob_tokens": [ + -3.2880983352661133 + ], + "logprob_reward": -0.038098447024822235, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038098447024822235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24259448051452637, + 0.0669439285993576, + 0.10544684529304504, + 0.06292266398668289, + 0.10402987897396088, + 0.07160236686468124, + 0.04846362769603729, + 0.05089404433965683, + 0.04888970032334328, + 0.19821244478225708 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.038098447024822235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293554306030273 + ], + "opposite_logprob_tokens": [ + -2.2379355430603027 + ], + "logprob_reward": -0.11293554306030273, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293554306030273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07322131097316742, + 0.03645734116435051, + 0.07358857244253159, + 0.05744917318224907, + 0.051274802535772324, + 0.15927989780902863, + 0.030733520165085793, + 0.041389450430870056, + 0.02202454023063183, + 0.4545814096927643 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.11293554306030273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776213206350803 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009776213206350803, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776213206350803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04894950985908508, + 0.02247670292854309, + 0.024202343076467514, + 0.09003210067749023, + 0.045662589371204376, + 0.05727751925587654, + 0.30298084020614624, + 0.09422174841165543, + 0.05842955410480499, + 0.2557670772075653 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.009776213206350803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly and steadily moves forward, focusing on an elderly monk. His shiny head gleams faintly in the morning light, his forehead and eyes crisscrossed with deep, furrowed lines. Clad in a faded, ochre-yellow, coarse robe, he sits cross-legged on a dark cushion in the quiet courtyard of an ancient monastery. Behind him, the temple's pristine wooden eaves, their outlines gradually becoming clear in the morning light, and beneath his feet, a lightly frosted bluestone floor. His back is straight, his hands clasped in his lap in meditation mudra, his eyes closed, his face radiating utter serenity and concentration. With each slow, deep, and rhythmic breath, a small, dense cloud of white mist gently emanates from his nostrils, briefly condensing and swirling in the cold air before curling upwards and silently dissipating into the chill dawn light. The dominant tones of the entire painting are calm blue-gray and deep wood tones. Only the first glimmer of light at dawn gives the monk's outline a faint golden edge. The overall atmosphere is solemn and tranquil, filled with Zen and a deep sense of tranquility that transcends time.", + "seed": 23956, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_1/index_5954_seed_23956_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04689723961055279, + "vlm_logprob": -0.04689723961055279, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04689723961055279, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015383400022983551 + ], + "opposite_logprob_tokens": [ + -4.265383243560791 + ], + "logprob_reward": -0.015383400022983551, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015383400022983551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09416399151086807, + 0.04960871487855911, + 0.19330322742462158, + 0.15442991256713867, + 0.03991926088929176, + 0.04020795598626137, + 0.027633825317025185, + 0.03852356597781181, + 0.19952411949634552, + 0.16268540918827057 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.015383400022983551 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635699324309826 + ], + "opposite_logprob_tokens": [ + -3.6513569355010986 + ], + "logprob_reward": -0.02635699324309826, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635699324309826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13204334676265717, + 0.05913997441530228, + 0.32966527342796326, + 0.14995256066322327, + 0.04418352618813515, + 0.06027422845363617, + 0.06414671987295151, + 0.039890777319669724, + 0.0526956282556057, + 0.0680079534649849 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02635699324309826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002115249633789 + ], + "opposite_logprob_tokens": [ + -2.695021152496338 + ], + "logprob_reward": -0.07002115249633789, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002115249633789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07186170667409897, + 0.02893470972776413, + 0.24282339215278625, + 0.13536931574344635, + 0.1423966884613037, + 0.03134367614984512, + 0.020148394629359245, + 0.01881868951022625, + 0.11487904191017151, + 0.19342435896396637 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.07002115249633789 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294832080602646 + ], + "opposite_logprob_tokens": [ + -2.237948417663574 + ], + "logprob_reward": -0.11294832080602646, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294832080602646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08328533917665482, + 0.038516607135534286, + 0.08663678914308548, + 0.10530214756727219, + 0.24264486134052277, + 0.04977206885814667, + 0.04224209114909172, + 0.04573539271950722, + 0.10773000121116638, + 0.19813472032546997 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.11294832080602646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977633148431778 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.00977633148431778, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977633148431778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09127488732337952, + 0.020143764093518257, + 0.04168986529111862, + 0.11970006674528122, + 0.1275346428155899, + 0.05351381003856659, + 0.13656526803970337, + 0.08361414819955826, + 0.08611313253641129, + 0.23985037207603455 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.00977633148431778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly and steadily moves forward, focusing on an elderly monk. His shiny head gleams faintly in the morning light, his forehead and eyes crisscrossed with deep, furrowed lines. Clad in a faded, ochre-yellow, coarse robe, he sits cross-legged on a dark cushion in the quiet courtyard of an ancient monastery. Behind him, the temple's pristine wooden eaves, their outlines gradually becoming clear in the morning light, and beneath his feet, a lightly frosted bluestone floor. His back is straight, his hands clasped in his lap in meditation mudra, his eyes closed, his face radiating utter serenity and concentration. With each slow, deep, and rhythmic breath, a small, dense cloud of white mist gently emanates from his nostrils, briefly condensing and swirling in the cold air before curling upwards and silently dissipating into the chill dawn light. The dominant tones of the entire painting are calm blue-gray and deep wood tones. Only the first glimmer of light at dawn gives the monk's outline a faint golden edge. The overall atmosphere is solemn and tranquil, filled with Zen and a deep sense of tranquility that transcends time.", + "seed": 23957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_1/index_5954_seed_23957_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05970271397382021, + "vlm_logprob": -0.05970271397382021, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.05970271397382021, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01524404902011156 + ], + "opposite_logprob_tokens": [ + -4.265244007110596 + ], + "logprob_reward": -0.01524404902011156, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01524404902011156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1403781622648239, + 0.37705370783805847, + 0.13001325726509094, + 0.040173567831516266, + 0.019586408510804176, + 0.028953826054930687, + 0.0692317932844162, + 0.038955990225076675, + 0.0322323739528656, + 0.1234208419919014 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01524404902011156 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062066882848739624 + ], + "opposite_logprob_tokens": [ + -2.8120667934417725 + ], + "logprob_reward": -0.062066882848739624, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062066882848739624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17751817405223846, + 0.1786532700061798, + 0.18594586849212646, + 0.04138438031077385, + 0.0275755412876606, + 0.02341989055275917, + 0.067087821662426, + 0.057059917598962784, + 0.06319944560527802, + 0.17815573513507843 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.062066882848739624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030956566333771 + ], + "opposite_logprob_tokens": [ + -2.3503096103668213 + ], + "logprob_reward": -0.10030956566333771, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030956566333771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22056683897972107, + 0.07679930329322815, + 0.41860806941986084, + 0.03334067016839981, + 0.02543124556541443, + 0.027105191722512245, + 0.028787409886717796, + 0.06848455220460892, + 0.05258481204509735, + 0.048291899263858795 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.10030956566333771 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032325983047485 + ], + "opposite_logprob_tokens": [ + -2.35032320022583 + ], + "logprob_reward": -0.10032325983047485, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032325983047485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04594145342707634, + 0.6932494044303894, + 0.01492767222225666, + 0.021888867020606995, + 0.016350410878658295, + 0.009868400171399117, + 0.008735546842217445, + 0.016989514231681824, + 0.014917849563062191, + 0.1571308970451355 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.10032325983047485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly monk wearing a faded, ochre-yellow, coarse robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monk sitting cross-legged on a dark cushion with his back straight and hands in meditation mudra?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a quiet courtyard of an ancient monastery with pristine wooden eaves and a lightly frosted bluestone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the monk emit a small, dense cloud of white mist from his nostrils that swirls and dissipates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot from a level angle that slowly and steadily moves forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205698125064373 + ], + "opposite_logprob_tokens": [ + -3.8955698013305664 + ], + "logprob_reward": -0.0205698125064373, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205698125064373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12849529087543488, + 0.1575159877538681, + 0.045615848153829575, + 0.04612375795841217, + 0.01925327442586422, + 0.0213457178324461, + 0.05529140681028366, + 0.0870567187666893, + 0.05159876123070717, + 0.3877032697200775 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0205698125064373 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_10/index_tensor([96, 96])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_10/index_tensor([96, 96])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..84b1f37748a03ff2ed772b4217759db31d2d21f1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_10/index_tensor([96, 96])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Utilizing high-speed camera technology, a single, sweeping, 360-degree sweep captures the breathtaking spectacle of the mythical Xuanwu, a tortoise, majestically situated at the center of a dazzling galaxy. This mountain-like tortoise's shell is no ordinary object, but rather composed of deep cosmic obsidian. Inscribed on its surface are intricate, ancient golden patterns resembling star patterns. Reflected by the nebula, these patterns appear to come alive, flowing with energy in perceptible slow motion. An equally enormous black snake, its scales shimmering like amethyst, coils tightly and powerfully around its body. Its head rises high, its scarlet eyes ablaze with primordial fire, and its forked tongue, captured in extreme slow motion, juts out like a dark red lightning bolt, a gaze surveying the universe with majesty. Against the backdrop lies the boundless cosmos, a swirling nebula of deep purple, fiery orange, and icy blue gas. Billions of stars, transformed into blurred streaks of light, cast a sacred glow around the Xuanwu's silhouette. The entire scene is shot in extreme slow motion, magnifying every tiny muscle movement and energy flow of Xuanwu to the extreme. There is no fierce fighting, but it is full of the tense and unparalleled sense of power before the start of a cosmic-level competitive game, as if the entire galaxy is holding its breath, witnessing this silent and magnificent confrontation.", + "seed": 27838, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_10/index_96_seed_27838_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.254570345999673, + "vlm_logprob": -0.254570345999673, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.254570345999673, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014568737708032131 + ], + "opposite_logprob_tokens": [ + -4.26456880569458 + ], + "logprob_reward": -0.014568737708032131, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014568737708032131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24145294725894928, + 0.15597407519817352, + 0.0325530506670475, + 0.08786021173000336, + 0.11615318804979324, + 0.05992748588323593, + 0.030133066698908806, + 0.17770694196224213, + 0.05672602728009224, + 0.04151293262839317 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.014568737708032131 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305848851799965 + ], + "opposite_logprob_tokens": [ + -3.168058395385742 + ], + "logprob_reward": -0.04305848851799965, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305848851799965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3083208501338959, + 0.10430251061916351, + 0.09220454841852188, + 0.14665579795837402, + 0.09502565860748291, + 0.08195209503173828, + 0.018105972558259964, + 0.03974714130163193, + 0.04659969359636307, + 0.06708573549985886 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04305848851799965 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.313372403383255 + ], + "opposite_logprob_tokens": [ + -1.3133723735809326 + ], + "logprob_reward": -0.313372403383255, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.313372403383255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059139009565114975, + 0.33242177963256836, + 0.07795943319797516, + 0.07320788502693176, + 0.06826557964086533, + 0.06498391181230545, + 0.024712393060326576, + 0.1867421418428421, + 0.05832258239388466, + 0.05424533784389496 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.313372403383255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036109976936131716 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.0036109976936131716, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036109976936131716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16847579181194305, + 0.08204971253871918, + 0.04868367314338684, + 0.10910973697900772, + 0.16285672783851624, + 0.09770926088094711, + 0.033863142132759094, + 0.207149937748909, + 0.028744392096996307, + 0.06135755404829979 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0036109976936131716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982411026954651 + ], + "opposite_logprob_tokens": [ + -0.5232411026954651 + ], + "logprob_reward": -0.8982411026954651, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982411026954651, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18611377477645874, + 0.11094933748245239, + 0.07334505021572113, + 0.12216921895742416, + 0.10315027832984924, + 0.06739331036806107, + 0.042435914278030396, + 0.13978354632854462, + 0.0844942033290863, + 0.07016540318727493 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.8982411026954651 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "Utilizing high-speed camera technology, a single, sweeping, 360-degree sweep captures the breathtaking spectacle of the mythical Xuanwu, a tortoise, majestically situated at the center of a dazzling galaxy. This mountain-like tortoise's shell is no ordinary object, but rather composed of deep cosmic obsidian. Inscribed on its surface are intricate, ancient golden patterns resembling star patterns. Reflected by the nebula, these patterns appear to come alive, flowing with energy in perceptible slow motion. An equally enormous black snake, its scales shimmering like amethyst, coils tightly and powerfully around its body. Its head rises high, its scarlet eyes ablaze with primordial fire, and its forked tongue, captured in extreme slow motion, juts out like a dark red lightning bolt, a gaze surveying the universe with majesty. Against the backdrop lies the boundless cosmos, a swirling nebula of deep purple, fiery orange, and icy blue gas. Billions of stars, transformed into blurred streaks of light, cast a sacred glow around the Xuanwu's silhouette. The entire scene is shot in extreme slow motion, magnifying every tiny muscle movement and energy flow of Xuanwu to the extreme. There is no fierce fighting, but it is full of the tense and unparalleled sense of power before the start of a cosmic-level competitive game, as if the entire galaxy is holding its breath, witnessing this silent and magnificent confrontation.", + "seed": 27839, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_10/index_96_seed_27839_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10204161126166582, + "vlm_logprob": -0.10204161126166582, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.10204161126166582, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006084490567445755 + ], + "opposite_logprob_tokens": [ + -5.131084442138672 + ], + "logprob_reward": -0.006084490567445755, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006084490567445755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.111141636967659, + 0.05657309666275978, + 0.05001365765929222, + 0.06420283019542694, + 0.0492347851395607, + 0.0880919098854065, + 0.3746039569377899, + 0.08619766682386398, + 0.043654490262269974, + 0.07628597319126129 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.006084490567445755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606649160385132 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606649160385132, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606649160385132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08603236824274063, + 0.10128071159124374, + 0.10763253271579742, + 0.06713711470365524, + 0.021919898688793182, + 0.045138951390981674, + 0.07300496101379395, + 0.05899388715624809, + 0.05553670600056648, + 0.3833228647708893 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.01606649160385132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01252581737935543 + ], + "opposite_logprob_tokens": [ + -4.387526035308838 + ], + "logprob_reward": -0.01252581737935543, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01252581737935543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10044993460178375, + 0.0361516959965229, + 0.5840660333633423, + 0.02867606095969677, + 0.013168071396648884, + 0.04349953308701515, + 0.08588610589504242, + 0.03318902105093002, + 0.02283986657857895, + 0.052073705941438675 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.01252581737935543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013319915160536766 + ], + "opposite_logprob_tokens": [ + -6.626331806182861 + ], + "logprob_reward": -0.0013319915160536766, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013319915160536766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07420962303876877, + 0.0733279213309288, + 0.16972923278808594, + 0.0867270678281784, + 0.1022694855928421, + 0.030398773029446602, + 0.03945695981383324, + 0.10257046669721603, + 0.04304014891386032, + 0.27827027440071106 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.0013319915160536766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4741992652416229 + ], + "opposite_logprob_tokens": [ + -0.9741992950439453 + ], + "logprob_reward": -0.4741992652416229, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4741992652416229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08463601022958755, + 0.0399402417242527, + 0.19649404287338257, + 0.09054114669561386, + 0.07089266926050186, + 0.027854906395077705, + 0.06928794085979462, + 0.0433705635368824, + 0.07937637716531754, + 0.29760611057281494 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.4741992652416229 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Utilizing high-speed camera technology, a single, sweeping, 360-degree sweep captures the breathtaking spectacle of the mythical Xuanwu, a tortoise, majestically situated at the center of a dazzling galaxy. This mountain-like tortoise's shell is no ordinary object, but rather composed of deep cosmic obsidian. Inscribed on its surface are intricate, ancient golden patterns resembling star patterns. Reflected by the nebula, these patterns appear to come alive, flowing with energy in perceptible slow motion. An equally enormous black snake, its scales shimmering like amethyst, coils tightly and powerfully around its body. Its head rises high, its scarlet eyes ablaze with primordial fire, and its forked tongue, captured in extreme slow motion, juts out like a dark red lightning bolt, a gaze surveying the universe with majesty. Against the backdrop lies the boundless cosmos, a swirling nebula of deep purple, fiery orange, and icy blue gas. Billions of stars, transformed into blurred streaks of light, cast a sacred glow around the Xuanwu's silhouette. The entire scene is shot in extreme slow motion, magnifying every tiny muscle movement and energy flow of Xuanwu to the extreme. There is no fierce fighting, but it is full of the tense and unparalleled sense of power before the start of a cosmic-level competitive game, as if the entire galaxy is holding its breath, witnessing this silent and magnificent confrontation.", + "seed": 27840, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_10/index_96_seed_27840_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08028590851463377, + "vlm_logprob": -0.08028590851463377, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.08028590851463377, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016324538737535477 + ], + "opposite_logprob_tokens": [ + -4.141324520111084 + ], + "logprob_reward": -0.016324538737535477, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016324538737535477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20740537345409393, + 0.0868513435125351, + 0.12075240910053253, + 0.11150083690881729, + 0.06542927771806717, + 0.06717971712350845, + 0.07342026382684708, + 0.07294686883687973, + 0.0349922776222229, + 0.15952168405056 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.016324538737535477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077453382313251 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077453382313251, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077453382313251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1231098473072052, + 0.09643471986055374, + 0.09560292959213257, + 0.15946897864341736, + 0.059669073671102524, + 0.07776924967765808, + 0.1897849291563034, + 0.05984647572040558, + 0.06379372626543045, + 0.07452011853456497 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.011077453382313251 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327072061598301 + ], + "opposite_logprob_tokens": [ + -3.773270606994629 + ], + "logprob_reward": -0.02327072061598301, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327072061598301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16912706196308136, + 0.1551344245672226, + 0.08795362710952759, + 0.06134209409356117, + 0.07740441709756851, + 0.07933983206748962, + 0.1311412900686264, + 0.09996990114450455, + 0.047395218163728714, + 0.0911920964717865 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02327072061598301 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193784574046731 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.002193784574046731, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193784574046731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14990736544132233, + 0.2220875471830368, + 0.05137007683515549, + 0.23363836109638214, + 0.07522502541542053, + 0.06023654341697693, + 0.03526788949966431, + 0.042220596224069595, + 0.05743755027651787, + 0.07260909676551819 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.002193784574046731 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485630452632904 + ], + "opposite_logprob_tokens": [ + -1.2235630750656128 + ], + "logprob_reward": -0.3485630452632904, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485630452632904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12992097437381744, + 0.18913818895816803, + 0.08771718293428421, + 0.13934017717838287, + 0.12180013209581375, + 0.09848355501890182, + 0.08265277743339539, + 0.030217405408620834, + 0.05969630926847458, + 0.06103324890136719 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.3485630452632904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Utilizing high-speed camera technology, a single, sweeping, 360-degree sweep captures the breathtaking spectacle of the mythical Xuanwu, a tortoise, majestically situated at the center of a dazzling galaxy. This mountain-like tortoise's shell is no ordinary object, but rather composed of deep cosmic obsidian. Inscribed on its surface are intricate, ancient golden patterns resembling star patterns. Reflected by the nebula, these patterns appear to come alive, flowing with energy in perceptible slow motion. An equally enormous black snake, its scales shimmering like amethyst, coils tightly and powerfully around its body. Its head rises high, its scarlet eyes ablaze with primordial fire, and its forked tongue, captured in extreme slow motion, juts out like a dark red lightning bolt, a gaze surveying the universe with majesty. Against the backdrop lies the boundless cosmos, a swirling nebula of deep purple, fiery orange, and icy blue gas. Billions of stars, transformed into blurred streaks of light, cast a sacred glow around the Xuanwu's silhouette. The entire scene is shot in extreme slow motion, magnifying every tiny muscle movement and energy flow of Xuanwu to the extreme. There is no fierce fighting, but it is full of the tense and unparalleled sense of power before the start of a cosmic-level competitive game, as if the entire galaxy is holding its breath, witnessing this silent and magnificent confrontation.", + "seed": 27841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_10/index_96_seed_27841_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0719534641248174, + "vlm_logprob": -0.0719534641248174, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.0719534641248174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00883952435106039 + ], + "opposite_logprob_tokens": [ + -4.7588396072387695 + ], + "logprob_reward": -0.00883952435106039, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00883952435106039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16586604714393616, + 0.14556752145290375, + 0.18096022307872772, + 0.3002098500728607, + 0.028704876080155373, + 0.046773217618465424, + 0.023938016965985298, + 0.05137171223759651, + 0.018934601917862892, + 0.037673916667699814 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.00883952435106039 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12174440920352936, + 0.1415390521287918, + 0.49761712551116943, + 0.06845926493406296, + 0.031559474766254425, + 0.021647600457072258, + 0.02419162727892399, + 0.03341444209218025, + 0.018413780257105827, + 0.04141327366232872 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0160689540207386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020565491169691086 + ], + "opposite_logprob_tokens": [ + -3.8955655097961426 + ], + "logprob_reward": -0.020565491169691086, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020565491169691086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08041036874055862, + 0.07611517608165741, + 0.49531689286231995, + 0.07390329986810684, + 0.07112568616867065, + 0.08547873795032501, + 0.01925748400390148, + 0.015984704717993736, + 0.023913701996207237, + 0.05849391967058182 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.020565491169691086 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009173714206553996 + ], + "opposite_logprob_tokens": [ + -7.000917434692383 + ], + "logprob_reward": -0.0009173714206553996, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009173714206553996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4297206699848175, + 0.16032886505126953, + 0.08479231595993042, + 0.08058784157037735, + 0.06218723580241203, + 0.0696895644068718, + 0.023191293701529503, + 0.031092504039406776, + 0.03294822946190834, + 0.025461476296186447 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0009173714206553996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large tortoise resembling the mythical Xuanwu?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tortoise's shell made of deep cosmic obsidian with intricate golden patterns resembling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large black snake with amethyst-shimmering scales coiled tightly around the tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a swirling nebula of deep purple, fiery orange, and icy blue gas with blurred star streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31337597966194153 + ], + "opposite_logprob_tokens": [ + -1.3133759498596191 + ], + "logprob_reward": -0.31337597966194153, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31337597966194153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2218075692653656, + 0.06458745151758194, + 0.13976164162158966, + 0.07003312557935715, + 0.20725283026695251, + 0.10655655711889267, + 0.042496148496866226, + 0.05882187932729721, + 0.025118887424468994, + 0.06356386840343475 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.31337597966194153 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_11/index_tensor([3980, 3980])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_11/index_tensor([3980, 3980])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5eaa5f75980ddd883ee5b3cd7279a8a7dddc70d6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_11/index_tensor([3980, 3980])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "With surreal, documentary-like clarity, a static, low-angle close-up held in the foreground captures the resilient Sorolepidium glacier fern. Its dark, almost black, scaly fronds coil tightly, clinging tenaciously to sharp fragments of gray rock in the crisp, cold light of the high-altitude sun. Each scale on the fronds is rendered with microscopic precision, revealing a rough, protective texture, while tiny, hair-like roots visibly grasp the cracks of the icy stone. In the background, vast and imposing, a massive glacier wall fills the frame, its ancient ice a compressed tapestry of white and deep, translucent blue within its cracks. A subtle, almost imperceptible forward creep animates the glacier, and as small chunks of ice and rock are steadily and deliberately ground and pushed forward at the glacier's base, the glacier's immense geological force becomes apparent, creating a stark and powerful contrast between the fern's delicate, motionless stillness and the awe-inspiring, indifferent movement of the immense geological force behind it.", + "seed": 32062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_11/index_3980_seed_32062_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13134866287000477, + "vlm_logprob": -0.13134866287000477, + "vlm_yes_no_margin": 3.125000011920929, + "vlm_token_credit": -0.13134866287000477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38873809576034546 + ], + "opposite_logprob_tokens": [ + -1.1387381553649902 + ], + "logprob_reward": -0.38873809576034546, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38873809576034546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18607325851917267, + 0.1045394092798233, + 0.08724308758974075, + 0.09281113743782043, + 0.1443784236907959, + 0.0699303075671196, + 0.0399322547018528, + 0.032146550714969635, + 0.08213885873556137, + 0.16080674529075623 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.38873809576034546 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609749481081963 + ], + "opposite_logprob_tokens": [ + -3.8956098556518555 + ], + "logprob_reward": -0.020609749481081963, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609749481081963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11291780322790146, + 0.26576948165893555, + 0.08345375210046768, + 0.07079295068979263, + 0.06026412174105644, + 0.14359740912914276, + 0.0675668716430664, + 0.07253991067409515, + 0.02190033718943596, + 0.10119735449552536 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.020609749481081963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018206151202321053 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.018206151202321053, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018206151202321053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34002986550331116, + 0.16421766579151154, + 0.10214205086231232, + 0.05754022300243378, + 0.11721457540988922, + 0.05434099957346916, + 0.026003699749708176, + 0.035825613886117935, + 0.02191939949989319, + 0.08076594769954681 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.018206151202321053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036117101553827524 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036117101553827524, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036117101553827524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34808486700057983, + 0.08825497329235077, + 0.08466526120901108, + 0.047937359660863876, + 0.11613297462463379, + 0.03858073055744171, + 0.05009286850690842, + 0.1274270862340927, + 0.02810603752732277, + 0.07071784883737564 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0036117101553827524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557760775089264 + ], + "opposite_logprob_tokens": [ + -1.6005775928497314 + ], + "logprob_reward": -0.22557760775089264, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557760775089264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26767799258232117, + 0.0632498636841774, + 0.06924722343683243, + 0.0942302718758583, + 0.0774427130818367, + 0.07772281765937805, + 0.11595886200666428, + 0.06967171281576157, + 0.03919364511966705, + 0.12560489773750305 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.22557760775089264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "With surreal, documentary-like clarity, a static, low-angle close-up held in the foreground captures the resilient Sorolepidium glacier fern. Its dark, almost black, scaly fronds coil tightly, clinging tenaciously to sharp fragments of gray rock in the crisp, cold light of the high-altitude sun. Each scale on the fronds is rendered with microscopic precision, revealing a rough, protective texture, while tiny, hair-like roots visibly grasp the cracks of the icy stone. In the background, vast and imposing, a massive glacier wall fills the frame, its ancient ice a compressed tapestry of white and deep, translucent blue within its cracks. A subtle, almost imperceptible forward creep animates the glacier, and as small chunks of ice and rock are steadily and deliberately ground and pushed forward at the glacier's base, the glacier's immense geological force becomes apparent, creating a stark and powerful contrast between the fern's delicate, motionless stillness and the awe-inspiring, indifferent movement of the immense geological force behind it.", + "seed": 32063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_11/index_3980_seed_32063_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.43522394113242624, + "vlm_logprob": -0.43522394113242624, + "vlm_yes_no_margin": 1.7499999761581422, + "vlm_token_credit": -0.43522394113242624, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8053464889526367 + ], + "opposite_logprob_tokens": [ + -0.1803465336561203 + ], + "logprob_reward": -1.8053464889526367, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8053464889526367, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20817412436008453, + 0.02444903738796711, + 0.029332051053643227, + 0.031005248427391052, + 0.080185167491436, + 0.2170780897140503, + 0.11206620931625366, + 0.11206662654876709, + 0.12143192440271378, + 0.06421158462762833 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -1.8053464889526367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12723848223686218 + ], + "opposite_logprob_tokens": [ + -2.1272385120391846 + ], + "logprob_reward": -0.12723848223686218, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12723848223686218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14063669741153717, + 0.06195858493447304, + 0.030077140778303146, + 0.04111987724900246, + 0.06855498999357224, + 0.23898813128471375, + 0.14170467853546143, + 0.09530701488256454, + 0.11288329213857651, + 0.06876960396766663 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.12723848223686218 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10040822625160217 + ], + "opposite_logprob_tokens": [ + -2.3504083156585693 + ], + "logprob_reward": -0.10040822625160217, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10040822625160217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23239338397979736, + 0.05554293468594551, + 0.05270734056830406, + 0.03299635276198387, + 0.0675131306052208, + 0.217854306101799, + 0.09272367507219315, + 0.11224823445081711, + 0.04104338213801384, + 0.0949772298336029 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.10040822625160217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607341133058071 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607341133058071, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607341133058071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2062375694513321, + 0.06288186460733414, + 0.05975662171840668, + 0.02533823624253273, + 0.08375202119350433, + 0.16238290071487427, + 0.07606576383113861, + 0.14702357351779938, + 0.05382251366972923, + 0.12273889780044556 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.01607341133058071 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705309689044952 + ], + "opposite_logprob_tokens": [ + -2.1270530223846436 + ], + "logprob_reward": -0.12705309689044952, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705309689044952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14114831387996674, + 0.07381157577037811, + 0.08205486088991165, + 0.033026378601789474, + 0.05526583269238472, + 0.20186690986156464, + 0.2635744512081146, + 0.042013779282569885, + 0.052330922335386276, + 0.05490698665380478 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.12705309689044952 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "With surreal, documentary-like clarity, a static, low-angle close-up held in the foreground captures the resilient Sorolepidium glacier fern. Its dark, almost black, scaly fronds coil tightly, clinging tenaciously to sharp fragments of gray rock in the crisp, cold light of the high-altitude sun. Each scale on the fronds is rendered with microscopic precision, revealing a rough, protective texture, while tiny, hair-like roots visibly grasp the cracks of the icy stone. In the background, vast and imposing, a massive glacier wall fills the frame, its ancient ice a compressed tapestry of white and deep, translucent blue within its cracks. A subtle, almost imperceptible forward creep animates the glacier, and as small chunks of ice and rock are steadily and deliberately ground and pushed forward at the glacier's base, the glacier's immense geological force becomes apparent, creating a stark and powerful contrast between the fern's delicate, motionless stillness and the awe-inspiring, indifferent movement of the immense geological force behind it.", + "seed": 32064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_11/index_3980_seed_32064_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3490220483392477, + "vlm_logprob": -0.3490220483392477, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.3490220483392477, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3138209581375122 + ], + "opposite_logprob_tokens": [ + -0.3138209879398346 + ], + "logprob_reward": -1.3138209581375122, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3138209581375122, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09338852018117905, + 0.11230183392763138, + 0.030109936371445656, + 0.03169652447104454, + 0.0818512812256813, + 0.2642720639705658, + 0.09392891824245453, + 0.07867816090583801, + 0.10656800121068954, + 0.10720480233430862 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -1.3138209581375122 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211696192622185 + ], + "opposite_logprob_tokens": [ + -2.812116861343384 + ], + "logprob_reward": -0.06211696192622185, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211696192622185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06145632639527321, + 0.07894229888916016, + 0.03428477793931961, + 0.02923949994146824, + 0.047653038054704666, + 0.1783338487148285, + 0.3401944935321808, + 0.0879242867231369, + 0.05867643281817436, + 0.08329501748085022 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.06211696192622185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298271268606186 + ], + "opposite_logprob_tokens": [ + -2.237982749938965 + ], + "logprob_reward": -0.11298271268606186, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298271268606186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08574303984642029, + 0.1161644235253334, + 0.040764566510915756, + 0.05968981236219406, + 0.1198195219039917, + 0.13222110271453857, + 0.11005581170320511, + 0.11694978177547455, + 0.12739212810993195, + 0.09119982272386551 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.11298271268606186 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091108217835426 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091108217835426, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091108217835426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0974901020526886, + 0.07266801595687866, + 0.14053286612033844, + 0.06592653691768646, + 0.08546020835638046, + 0.1320776492357254, + 0.12068427354097366, + 0.11701739579439163, + 0.0876321941614151, + 0.08051073551177979 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.004091108217835426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520985007286072 + ], + "opposite_logprob_tokens": [ + -1.502098560333252 + ], + "logprob_reward": -0.2520985007286072, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520985007286072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12080862373113632, + 0.09689004719257355, + 0.10080961138010025, + 0.039277222007513046, + 0.07850155979394913, + 0.042213860899209976, + 0.0499226339161396, + 0.22142338752746582, + 0.10033676773309708, + 0.14981628954410553 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.2520985007286072 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "With surreal, documentary-like clarity, a static, low-angle close-up held in the foreground captures the resilient Sorolepidium glacier fern. Its dark, almost black, scaly fronds coil tightly, clinging tenaciously to sharp fragments of gray rock in the crisp, cold light of the high-altitude sun. Each scale on the fronds is rendered with microscopic precision, revealing a rough, protective texture, while tiny, hair-like roots visibly grasp the cracks of the icy stone. In the background, vast and imposing, a massive glacier wall fills the frame, its ancient ice a compressed tapestry of white and deep, translucent blue within its cracks. A subtle, almost imperceptible forward creep animates the glacier, and as small chunks of ice and rock are steadily and deliberately ground and pushed forward at the glacier's base, the glacier's immense geological force becomes apparent, creating a stark and powerful contrast between the fern's delicate, motionless stillness and the awe-inspiring, indifferent movement of the immense geological force behind it.", + "seed": 32065, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_11/index_3980_seed_32065_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22443159853573888, + "vlm_logprob": -0.22443159853573888, + "vlm_yes_no_margin": 3.0249999523162843, + "vlm_token_credit": -0.22443159853573888, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8268359303474426 + ], + "opposite_logprob_tokens": [ + -0.5768359303474426 + ], + "logprob_reward": -0.8268359303474426, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8268359303474426, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20807261765003204, + 0.05098789185285568, + 0.0265507735311985, + 0.04078010842204094, + 0.14779004454612732, + 0.23537012934684753, + 0.08092803508043289, + 0.048892684280872345, + 0.07643509656190872, + 0.08419261127710342 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.8268359303474426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213408067822456 + ], + "opposite_logprob_tokens": [ + -4.018213272094727 + ], + "logprob_reward": -0.018213408067822456, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018213408067822456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23069030046463013, + 0.10418358445167542, + 0.0461866669356823, + 0.054916057735681534, + 0.1048344299197197, + 0.15059103071689606, + 0.06393758207559586, + 0.04088934510946274, + 0.12947086989879608, + 0.0743001401424408 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.018213408067822456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023307522758841515 + ], + "opposite_logprob_tokens": [ + -3.7733075618743896 + ], + "logprob_reward": -0.023307522758841515, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023307522758841515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19820202887058258, + 0.05999262258410454, + 0.04401674121618271, + 0.0669395700097084, + 0.14069700241088867, + 0.20193921029567719, + 0.07624159008264542, + 0.0288087110966444, + 0.10726384073495865, + 0.07589863985776901 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.023307522758841515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017118098912760615 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017118098912760615, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017118098912760615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23190627992153168, + 0.05649488791823387, + 0.024749448522925377, + 0.054139796644449234, + 0.13306154310703278, + 0.1307721883058548, + 0.07513990253210068, + 0.05114031955599785, + 0.06897776573896408, + 0.17361782491207123 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0017118098912760615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Sorolepidium glacier fern with dark, almost black, scaly fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fern shown in a static, low-angle close-up held in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern clinging to sharp fragments of gray rock with visible hair-like roots grasping the cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dominated by a massive glacier wall with white and deep translucent blue ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the glacier exhibit a subtle forward creep with small chunks of ice and rock being pushed forward at its base?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208932161331177 + ], + "opposite_logprob_tokens": [ + -1.502089262008667 + ], + "logprob_reward": -0.25208932161331177, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208932161331177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10091187804937363, + 0.03430917486548424, + 0.021015530452132225, + 0.0665852427482605, + 0.07946282625198364, + 0.08346981555223465, + 0.059055883437395096, + 0.058781206607818604, + 0.14718325436115265, + 0.34922513365745544 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.25208932161331177 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_12/index_tensor([6485, 6485])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_12/index_tensor([6485, 6485])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cad41a7758ef7bd7d8b23eceeb8548e7b203358b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_12/index_tensor([6485, 6485])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic wide shot, the camera moving in slow, graceful arcs, captures Nezha, a young man in red, riding on a pair of fire wheels, slowly circling above a boundless, majestic sea of clouds. He wears his signature twin black buns, bound with red ropes. His face is handsome, his brows radiating a determination belying his age and a hint of rebelliousness. He wears a sleeveless, crimson armor fashioned from the Hun Tian Ling, intricately embroidered with golden flames, gleaming with a divine sheen in the light. Steadily in his right hand, he grips a fire-tipped spear taller than himself. The gleaming metallic gleam of the spear's shaft contrasts sharply with the ever-burning, blazing flames of true fire atop its tip. His feet rest firmly on a pair of flaming fire wheels, which rotate with a seemingly slow yet powerful rhythm, leaving a long trail of interwoven golden and red flames behind him. Below him are thick, rolling clouds like cotton, forming continuous mountains in the clouds and bottomless canyons. Brilliant golden sunlight pours down from the clear blue sky, penetrating the gaps in the clouds and casting several magnificent rays of light. It not only outlines a circle of dazzling golden edges for the outline of his red armor, but also makes the whole scene full of a sacred, majestic and tranquil atmosphere, presenting a grand cinematic feeling like an epic oriental mythology.", + "seed": 15758, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_12/index_6485_seed_15758_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010969637637026608, + "vlm_logprob": -0.010969637637026608, + "vlm_yes_no_margin": 5.174999952316284, + "vlm_token_credit": -0.010969637637026608, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01082630269229412 + ], + "opposite_logprob_tokens": [ + -4.635826110839844 + ], + "logprob_reward": -0.01082630269229412, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01082630269229412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0773082748055458, + 0.1072116270661354, + 0.031349100172519684, + 0.12882259488105774, + 0.1401442587375641, + 0.023553378880023956, + 0.29058974981307983, + 0.11035475134849548, + 0.028900370001792908, + 0.0617658868432045 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.01082630269229412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299487307667732 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.023299487307667732, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299487307667732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13955415785312653, + 0.10631190240383148, + 0.2050008773803711, + 0.06304405629634857, + 0.06511867791414261, + 0.04052933305501938, + 0.135440856218338, + 0.05644593387842178, + 0.06865017861127853, + 0.1199040412902832 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.023299487307667732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200531601905823 + ], + "opposite_logprob_tokens": [ + -4.018200397491455 + ], + "logprob_reward": -0.018200531601905823, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018200531601905823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15108448266983032, + 0.07620234042406082, + 0.060138825327157974, + 0.04205312207341194, + 0.10753796249628067, + 0.02936055324971676, + 0.16340745985507965, + 0.03652019053697586, + 0.08309663087129593, + 0.2505984604358673 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.018200531601905823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008101756684482098 + ], + "opposite_logprob_tokens": [ + -7.125810146331787 + ], + "logprob_reward": -0.0008101756684482098, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008101756684482098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1609133780002594, + 0.058553438633680344, + 0.02115081436932087, + 0.058153193444013596, + 0.21856831014156342, + 0.021749362349510193, + 0.1381608247756958, + 0.07679267227649689, + 0.04735889285802841, + 0.19859912991523743 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0008101756684482098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017116909148171544 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017116909148171544, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017116909148171544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08234333246946335, + 0.09467066824436188, + 0.05767747014760971, + 0.07030445337295532, + 0.2440662980079651, + 0.082466721534729, + 0.09637704491615295, + 0.14489510655403137, + 0.02822287566959858, + 0.09897597879171371 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.0017116909148171544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide shot, the camera moving in slow, graceful arcs, captures Nezha, a young man in red, riding on a pair of fire wheels, slowly circling above a boundless, majestic sea of clouds. He wears his signature twin black buns, bound with red ropes. His face is handsome, his brows radiating a determination belying his age and a hint of rebelliousness. He wears a sleeveless, crimson armor fashioned from the Hun Tian Ling, intricately embroidered with golden flames, gleaming with a divine sheen in the light. Steadily in his right hand, he grips a fire-tipped spear taller than himself. The gleaming metallic gleam of the spear's shaft contrasts sharply with the ever-burning, blazing flames of true fire atop its tip. His feet rest firmly on a pair of flaming fire wheels, which rotate with a seemingly slow yet powerful rhythm, leaving a long trail of interwoven golden and red flames behind him. Below him are thick, rolling clouds like cotton, forming continuous mountains in the clouds and bottomless canyons. Brilliant golden sunlight pours down from the clear blue sky, penetrating the gaps in the clouds and casting several magnificent rays of light. It not only outlines a circle of dazzling golden edges for the outline of his red armor, but also makes the whole scene full of a sacred, majestic and tranquil atmosphere, presenting a grand cinematic feeling like an epic oriental mythology.", + "seed": 15759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_12/index_6485_seed_15759_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011066294158808887, + "vlm_logprob": -0.011066294158808887, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.011066294158808887, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0439651682972908 + ], + "opposite_logprob_tokens": [ + -3.1689651012420654 + ], + "logprob_reward": -0.0439651682972908, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0439651682972908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15458792448043823, + 0.0987510234117508, + 0.1591474860906601, + 0.1236039325594902, + 0.0440249890089035, + 0.1458796113729477, + 0.03809644654393196, + 0.04176054894924164, + 0.14862768352031708, + 0.04552041366696358 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0439651682972908 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041004871018230915 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.0041004871018230915, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041004871018230915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10092760622501373, + 0.06455402821302414, + 0.06270083785057068, + 0.11524765938520432, + 0.03674564138054848, + 0.1595056802034378, + 0.06511985510587692, + 0.08608857542276382, + 0.260528028011322, + 0.04858207702636719 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.0041004871018230915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001715499092824757 + ], + "opposite_logprob_tokens": [ + -6.376715660095215 + ], + "logprob_reward": -0.001715499092824757, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001715499092824757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12713760137557983, + 0.04765458032488823, + 0.08267480134963989, + 0.13275046646595, + 0.11177531629800797, + 0.22589673101902008, + 0.05976502224802971, + 0.1030864492058754, + 0.05309465527534485, + 0.056164391338825226 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.001715499092824757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001937180757522583 + ], + "opposite_logprob_tokens": [ + -6.251937389373779 + ], + "logprob_reward": -0.001937180757522583, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001937180757522583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17711907625198364, + 0.07857497781515121, + 0.07421652972698212, + 0.19621853530406952, + 0.024966057389974594, + 0.03850994631648064, + 0.023544736206531525, + 0.048800986260175705, + 0.27436020970344543, + 0.0636889785528183 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.001937180757522583 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036131355445832014 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036131355445832014, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036131355445832014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.115019291639328, + 0.03366285189986229, + 0.09190475940704346, + 0.02163773588836193, + 0.023678578436374664, + 0.07555605471134186, + 0.0914381593465805, + 0.2181442230939865, + 0.2669297158718109, + 0.0620286650955677 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0036131355445832014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide shot, the camera moving in slow, graceful arcs, captures Nezha, a young man in red, riding on a pair of fire wheels, slowly circling above a boundless, majestic sea of clouds. He wears his signature twin black buns, bound with red ropes. His face is handsome, his brows radiating a determination belying his age and a hint of rebelliousness. He wears a sleeveless, crimson armor fashioned from the Hun Tian Ling, intricately embroidered with golden flames, gleaming with a divine sheen in the light. Steadily in his right hand, he grips a fire-tipped spear taller than himself. The gleaming metallic gleam of the spear's shaft contrasts sharply with the ever-burning, blazing flames of true fire atop its tip. His feet rest firmly on a pair of flaming fire wheels, which rotate with a seemingly slow yet powerful rhythm, leaving a long trail of interwoven golden and red flames behind him. Below him are thick, rolling clouds like cotton, forming continuous mountains in the clouds and bottomless canyons. Brilliant golden sunlight pours down from the clear blue sky, penetrating the gaps in the clouds and casting several magnificent rays of light. It not only outlines a circle of dazzling golden edges for the outline of his red armor, but also makes the whole scene full of a sacred, majestic and tranquil atmosphere, presenting a grand cinematic feeling like an epic oriental mythology.", + "seed": 15760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_12/index_6485_seed_15760_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.053067203238606454, + "vlm_logprob": -0.053067203238606454, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.053067203238606454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25297990441322327 + ], + "opposite_logprob_tokens": [ + -1.5029798746109009 + ], + "logprob_reward": -0.25297990441322327, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25297990441322327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12700602412223816, + 0.242559552192688, + 0.08399996161460876, + 0.15534073114395142, + 0.11303618550300598, + 0.03938593342900276, + 0.040008608251810074, + 0.07027597725391388, + 0.03931087255477905, + 0.08907610177993774 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.25297990441322327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258300807327032 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258300807327032, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258300807327032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10221376270055771, + 0.11342935264110565, + 0.06732247024774551, + 0.10326551645994186, + 0.06284168362617493, + 0.12082503736019135, + 0.04800376668572426, + 0.07943081855773926, + 0.1050630509853363, + 0.1976044923067093 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.005258300807327032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017149040941148996 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017149040941148996, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017149040941148996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2593863010406494, + 0.07669538259506226, + 0.058381274342536926, + 0.13614042103290558, + 0.04706501588225365, + 0.11332184821367264, + 0.020481405779719353, + 0.05695847049355507, + 0.05628622695803642, + 0.17528367042541504 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0017149040941148996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193784574046731 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.002193784574046731, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193784574046731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2590314745903015, + 0.21110577881336212, + 0.08791298419237137, + 0.06651385873556137, + 0.11595149338245392, + 0.046048931777477264, + 0.026626043021678925, + 0.050482477992773056, + 0.04060477018356323, + 0.09572215378284454 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.002193784574046731 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031891223043203354 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.0031891223043203354, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031891223043203354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23095132410526276, + 0.11821059137582779, + 0.0838460698723793, + 0.051327887922525406, + 0.081890769302845, + 0.10362276434898376, + 0.09112192690372467, + 0.052558109164237976, + 0.06579115241765976, + 0.12067936360836029 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0031891223043203354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide shot, the camera moving in slow, graceful arcs, captures Nezha, a young man in red, riding on a pair of fire wheels, slowly circling above a boundless, majestic sea of clouds. He wears his signature twin black buns, bound with red ropes. His face is handsome, his brows radiating a determination belying his age and a hint of rebelliousness. He wears a sleeveless, crimson armor fashioned from the Hun Tian Ling, intricately embroidered with golden flames, gleaming with a divine sheen in the light. Steadily in his right hand, he grips a fire-tipped spear taller than himself. The gleaming metallic gleam of the spear's shaft contrasts sharply with the ever-burning, blazing flames of true fire atop its tip. His feet rest firmly on a pair of flaming fire wheels, which rotate with a seemingly slow yet powerful rhythm, leaving a long trail of interwoven golden and red flames behind him. Below him are thick, rolling clouds like cotton, forming continuous mountains in the clouds and bottomless canyons. Brilliant golden sunlight pours down from the clear blue sky, penetrating the gaps in the clouds and casting several magnificent rays of light. It not only outlines a circle of dazzling golden edges for the outline of his red armor, but also makes the whole scene full of a sacred, majestic and tranquil atmosphere, presenting a grand cinematic feeling like an epic oriental mythology.", + "seed": 15761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_12/index_6485_seed_15761_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026407371950335802, + "vlm_logprob": -0.026407371950335802, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.026407371950335802, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09047488868236542 + ], + "opposite_logprob_tokens": [ + -2.465474843978882 + ], + "logprob_reward": -0.09047488868236542, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09047488868236542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3117091655731201, + 0.05249661207199097, + 0.10066255182027817, + 0.0792444720864296, + 0.07918983697891235, + 0.04784043878316879, + 0.14304010570049286, + 0.06984047591686249, + 0.04526281729340553, + 0.07071351259946823 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.09047488868236542 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1326708197593689, + 0.09190311282873154, + 0.10751769691705704, + 0.18472784757614136, + 0.0768086314201355, + 0.0443652980029583, + 0.044579751789569855, + 0.06417597085237503, + 0.0796683132648468, + 0.1735825538635254 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357341557741165 + ], + "opposite_logprob_tokens": [ + -3.651357412338257 + ], + "logprob_reward": -0.026357341557741165, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357341557741165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058516908437013626, + 0.041120029985904694, + 0.026192359626293182, + 0.15496325492858887, + 0.11768405884504318, + 0.11415226012468338, + 0.1242002323269844, + 0.06819698959589005, + 0.19918110966682434, + 0.09579281508922577 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.026357341557741165 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007151191821321845 + ], + "opposite_logprob_tokens": [ + -7.250715255737305 + ], + "logprob_reward": -0.0007151191821321845, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007151191821321845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20153169333934784, + 0.03213303163647652, + 0.040375370532274246, + 0.42859938740730286, + 0.06637097150087357, + 0.020496848970651627, + 0.0848609134554863, + 0.033359382301568985, + 0.020898377522826195, + 0.07137399166822433 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0007151191821321845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a wide shot moving in slow, graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Nezha, a young man with twin black buns bound by red ropes, visible riding fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Nezha wearing sleeveless crimson armor embroidered with golden flames and holding a fire-tipped spear taller than himself in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a boundless sea of clouds with thick rolling formations and brilliant golden sunlight casting rays from a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the fire wheels rotating and leaving a long trail of interwoven golden and red flames behind the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019394413102418184 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019394413102418184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019394413102418184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17715990543365479, + 0.12931303679943085, + 0.07163841277360916, + 0.030815232545137405, + 0.07858406752347946, + 0.04406069591641426, + 0.12635619938373566, + 0.1170821338891983, + 0.1420000195503235, + 0.08299032598733902 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0019394413102418184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_13/index_tensor([3937, 3937])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_13/index_tensor([3937, 3937])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d81ef3981a7d15eedb80a70d77e7358209322df4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_13/index_tensor([3937, 3937])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium shot, shot from a low-to-medium angle, captured under the bright, soft overhead lighting of the stadium, perfectly captures the ecstatic moment of a player celebrating a goal during a fierce Ultimate Frisbee tournament. The young player, his dark brown curls draped against his forehead, his face radiating pure excitement and triumph, his eyes wide with ecstasy, his lips stretched into a brilliant grin. He wears a bright red, short-sleeved jersey made of moisture-wicking polyester that gleams subtly in the light. The jersey features an abstract white team crest pattern on the chest, paired with matching white shorts and knee-high red socks. Having just scored, he lowers his weight, swings his right leg back, and with a powerful, powerful kick, he unleashes a powerful force towards a ball that rolls right at his feet. Grass dust flies into the air, perfectly capturing the climax of his unleashed passion. Beneath his feet is a well-maintained, emerald green natural grass field. In the background, the silhouettes of other players in different jerseys are blurred by the depth of field. The entire picture is saturated in color and full of the clear texture of professional TV news broadcasts, accurately conveying the high-energy and contagious celebratory atmosphere in competitive sports.", + "seed": 22910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_13/index_3937_seed_22910_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05249334461987019, + "vlm_logprob": -0.05249334461987019, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.05249334461987019, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06088993325829506 + ], + "opposite_logprob_tokens": [ + -3.310889959335327 + ], + "logprob_reward": -0.06088993325829506, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.06088993325829506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05213623493909836, + 0.05223894491791725, + 0.040364280343055725, + 0.03598583862185478, + 0.20984895527362823, + 0.3671426773071289, + 0.026873094961047173, + 0.03240937367081642, + 0.08359856903553009, + 0.09940205514431 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.06088993325829506 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865340419113636 + ], + "opposite_logprob_tokens": [ + -4.75865364074707 + ], + "logprob_reward": -0.00865340419113636, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865340419113636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10767364501953125, + 0.07090716809034348, + 0.062190357595682144, + 0.07248879224061966, + 0.04700544849038124, + 0.2696727514266968, + 0.06544820219278336, + 0.10738034546375275, + 0.08641660958528519, + 0.11081666499376297 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.00865340419113636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030169785022736 + ], + "opposite_logprob_tokens": [ + -2.350301742553711 + ], + "logprob_reward": -0.10030169785022736, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030169785022736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07617421448230743, + 0.03292246535420418, + 0.02033267170190811, + 0.025341587141156197, + 0.023137850686907768, + 0.538505494594574, + 0.03417598083615303, + 0.1377650797367096, + 0.06360079348087311, + 0.048043809831142426 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.10030169785022736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613848239183426 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.003613848239183426, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613848239183426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10234969854354858, + 0.08775413036346436, + 0.050412777811288834, + 0.06476990133523941, + 0.05971705541014671, + 0.4462534487247467, + 0.02866656333208084, + 0.05811489000916481, + 0.04550106078386307, + 0.056460440158843994 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.003613848239183426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900783956050873 + ], + "opposite_logprob_tokens": [ + -2.46400785446167 + ], + "logprob_reward": -0.08900783956050873, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900783956050873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10669837892055511, + 0.06293501704931259, + 0.110471211373806, + 0.07980676740407944, + 0.025456314906477928, + 0.40360069274902344, + 0.05158352851867676, + 0.032671306282281876, + 0.040131520479917526, + 0.0866452306509018 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.08900783956050873 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a low-to-medium angle, captured under the bright, soft overhead lighting of the stadium, perfectly captures the ecstatic moment of a player celebrating a goal during a fierce Ultimate Frisbee tournament. The young player, his dark brown curls draped against his forehead, his face radiating pure excitement and triumph, his eyes wide with ecstasy, his lips stretched into a brilliant grin. He wears a bright red, short-sleeved jersey made of moisture-wicking polyester that gleams subtly in the light. The jersey features an abstract white team crest pattern on the chest, paired with matching white shorts and knee-high red socks. Having just scored, he lowers his weight, swings his right leg back, and with a powerful, powerful kick, he unleashes a powerful force towards a ball that rolls right at his feet. Grass dust flies into the air, perfectly capturing the climax of his unleashed passion. Beneath his feet is a well-maintained, emerald green natural grass field. In the background, the silhouettes of other players in different jerseys are blurred by the depth of field. The entire picture is saturated in color and full of the clear texture of professional TV news broadcasts, accurately conveying the high-energy and contagious celebratory atmosphere in competitive sports.", + "seed": 22911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_13/index_3937_seed_22911_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05822186730802059, + "vlm_logprob": -0.05822186730802059, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05822186730802059, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10851351171731949 + ], + "opposite_logprob_tokens": [ + -2.483513593673706 + ], + "logprob_reward": -0.10851351171731949, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10851351171731949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10146715492010117, + 0.09385282546281815, + 0.0571569949388504, + 0.11144019663333893, + 0.16635973751544952, + 0.10426314175128937, + 0.15463297069072723, + 0.06477383524179459, + 0.056967779994010925, + 0.08908537775278091 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.10851351171731949 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008660022169351578 + ], + "opposite_logprob_tokens": [ + -4.758659839630127 + ], + "logprob_reward": -0.008660022169351578, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008660022169351578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07876231521368027, + 0.30939799547195435, + 0.04177204892039299, + 0.07394040375947952, + 0.15702199935913086, + 0.04714468866586685, + 0.08489059656858444, + 0.07705137133598328, + 0.07996997982263565, + 0.05004861578345299 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.008660022169351578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031517595052719 + ], + "opposite_logprob_tokens": [ + -2.3503150939941406 + ], + "logprob_reward": -0.10031517595052719, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031517595052719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057080402970314026, + 0.3814985752105713, + 0.030039604753255844, + 0.06850452721118927, + 0.0718400776386261, + 0.05176220089197159, + 0.06110917776823044, + 0.13395509123802185, + 0.09832197427749634, + 0.04588836058974266 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.10031517595052719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036184806376695633 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036184806376695633, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036184806376695633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12417992949485779, + 0.13789615035057068, + 0.03656233847141266, + 0.071823351085186, + 0.10081183165311813, + 0.08875484764575958, + 0.14259670674800873, + 0.08971547335386276, + 0.09942912310361862, + 0.10823030024766922 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0036184806376695633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000214606523514 + ], + "opposite_logprob_tokens": [ + -2.6950020790100098 + ], + "logprob_reward": -0.07000214606523514, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000214606523514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09107134491205215, + 0.1896553635597229, + 0.09205500781536102, + 0.06386853754520416, + 0.0824841633439064, + 0.04964597895741463, + 0.0811723843216896, + 0.23939010500907898, + 0.04174433648586273, + 0.06891284883022308 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.07000214606523514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a low-to-medium angle, captured under the bright, soft overhead lighting of the stadium, perfectly captures the ecstatic moment of a player celebrating a goal during a fierce Ultimate Frisbee tournament. The young player, his dark brown curls draped against his forehead, his face radiating pure excitement and triumph, his eyes wide with ecstasy, his lips stretched into a brilliant grin. He wears a bright red, short-sleeved jersey made of moisture-wicking polyester that gleams subtly in the light. The jersey features an abstract white team crest pattern on the chest, paired with matching white shorts and knee-high red socks. Having just scored, he lowers his weight, swings his right leg back, and with a powerful, powerful kick, he unleashes a powerful force towards a ball that rolls right at his feet. Grass dust flies into the air, perfectly capturing the climax of his unleashed passion. Beneath his feet is a well-maintained, emerald green natural grass field. In the background, the silhouettes of other players in different jerseys are blurred by the depth of field. The entire picture is saturated in color and full of the clear texture of professional TV news broadcasts, accurately conveying the high-energy and contagious celebratory atmosphere in competitive sports.", + "seed": 22912, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_13/index_3937_seed_22912_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15012722937390208, + "vlm_logprob": -0.15012722937390208, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.15012722937390208, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05696997791528702 + ], + "opposite_logprob_tokens": [ + -3.1819698810577393 + ], + "logprob_reward": -0.05696997791528702, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05696997791528702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1432652324438095, + 0.1073814406991005, + 0.07295715808868408, + 0.04091200232505798, + 0.14895951747894287, + 0.08065616339445114, + 0.14965450763702393, + 0.1747780293226242, + 0.024729616940021515, + 0.05670638382434845 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.05696997791528702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012562076561152935 + ], + "opposite_logprob_tokens": [ + -4.387562274932861 + ], + "logprob_reward": -0.012562076561152935, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012562076561152935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24503883719444275, + 0.11710717529058456, + 0.07557900995016098, + 0.053595464676618576, + 0.06956521421670914, + 0.04028361663222313, + 0.1686183512210846, + 0.08855349570512772, + 0.04827742651104927, + 0.09338139742612839 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.012562076561152935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632800281047821 + ], + "opposite_logprob_tokens": [ + -0.757800281047821 + ], + "logprob_reward": -0.632800281047821, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632800281047821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3320924937725067, + 0.045180726796388626, + 0.10213806480169296, + 0.041105858981609344, + 0.06588481366634369, + 0.03885466605424881, + 0.20989689230918884, + 0.09700803458690643, + 0.03891123831272125, + 0.028927240520715714 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.632800281047821 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253201816231012 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253201816231012, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253201816231012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09998400509357452, + 0.05554094910621643, + 0.09510680288076401, + 0.04561494663357735, + 0.058320946991443634, + 0.06067906320095062, + 0.29979270696640015, + 0.1409565806388855, + 0.028913263231515884, + 0.1150907501578331 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.005253201816231012 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430506095290184 + ], + "opposite_logprob_tokens": [ + -3.168050527572632 + ], + "logprob_reward": -0.0430506095290184, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430506095290184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13295674324035645, + 0.04787205532193184, + 0.027311882004141808, + 0.038154684007167816, + 0.04917517304420471, + 0.11776188015937805, + 0.20153208076953888, + 0.3089682161808014, + 0.013406870886683464, + 0.06286046653985977 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0430506095290184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a low-to-medium angle, captured under the bright, soft overhead lighting of the stadium, perfectly captures the ecstatic moment of a player celebrating a goal during a fierce Ultimate Frisbee tournament. The young player, his dark brown curls draped against his forehead, his face radiating pure excitement and triumph, his eyes wide with ecstasy, his lips stretched into a brilliant grin. He wears a bright red, short-sleeved jersey made of moisture-wicking polyester that gleams subtly in the light. The jersey features an abstract white team crest pattern on the chest, paired with matching white shorts and knee-high red socks. Having just scored, he lowers his weight, swings his right leg back, and with a powerful, powerful kick, he unleashes a powerful force towards a ball that rolls right at his feet. Grass dust flies into the air, perfectly capturing the climax of his unleashed passion. Beneath his feet is a well-maintained, emerald green natural grass field. In the background, the silhouettes of other players in different jerseys are blurred by the depth of field. The entire picture is saturated in color and full of the clear texture of professional TV news broadcasts, accurately conveying the high-energy and contagious celebratory atmosphere in competitive sports.", + "seed": 22913, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_13/index_3937_seed_22913_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06361535647884012, + "vlm_logprob": -0.06361535647884012, + "vlm_yes_no_margin": 3.600000023841858, + "vlm_token_credit": -0.06361535647884012, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06576471030712128 + ], + "opposite_logprob_tokens": [ + -2.9407646656036377 + ], + "logprob_reward": -0.06576471030712128, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06576471030712128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10337013006210327, + 0.056012265384197235, + 0.0395958311855793, + 0.06541327387094498, + 0.03542788699269295, + 0.20524132251739502, + 0.07003259658813477, + 0.10305597633123398, + 0.11289719492197037, + 0.20895352959632874 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.06576471030712128 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00675205560401082 + ], + "opposite_logprob_tokens": [ + -5.006752014160156 + ], + "logprob_reward": -0.00675205560401082, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00675205560401082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09393063187599182, + 0.06174410134553909, + 0.10119999945163727, + 0.1348746120929718, + 0.07382764667272568, + 0.1882510781288147, + 0.05495993420481682, + 0.08023181557655334, + 0.13422375917434692, + 0.07675642520189285 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.00675205560401082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003074124455452 + ], + "opposite_logprob_tokens": [ + -2.3503074645996094 + ], + "logprob_reward": -0.1003074124455452, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003074124455452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08335459977388382, + 0.09482685476541519, + 0.03504966199398041, + 0.13696855306625366, + 0.052736468613147736, + 0.08812720328569412, + 0.1503375619649887, + 0.0994364395737648, + 0.1607351452112198, + 0.09842754155397415 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.1003074124455452 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024871863424777985 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024871863424777985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024871863424777985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0814507007598877, + 0.05089220404624939, + 0.05387759208679199, + 0.07535602152347565, + 0.03658866137266159, + 0.3900777995586395, + 0.0315687358379364, + 0.06702351570129395, + 0.17617718875408173, + 0.03698762506246567 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.0024871863424777985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a steady medium shot from a low-to-medium angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young player wearing a bright red short-sleeved jersey with an abstract white team crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the player perform a powerful kick with his right leg towards a ball rolling at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a well-maintained emerald green natural grass field with blurred silhouettes of other players in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit the clear texture and color saturation typical of professional TV news broadcasts?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276541769504547 + ], + "opposite_logprob_tokens": [ + -2.017765522003174 + ], + "logprob_reward": -0.14276541769504547, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14276541769504547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13612420856952667, + 0.09514134377241135, + 0.09475014358758926, + 0.06702400743961334, + 0.04022961109876633, + 0.052416373044252396, + 0.0978325679898262, + 0.14732865989208221, + 0.12438668310642242, + 0.14476639032363892 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.14276541769504547 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_14/index_tensor([908, 908])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_14/index_tensor([908, 908])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..48ad7148df01515793cc602bb3343547029a9fd8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_14/index_tensor([908, 908])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures a young Southeast Asian man in his early twenties, filled with infectious energy, enthusiastically explaining a complex idea to an unseen person off-camera. He has short, tousled black hair, and his expressive dark eyes are wide and excited. Wearing a simple, fitted olive green cotton T-shirt, he leans slightly forward at the waist, his body language focused. His hands are in constant, dynamic motion; one moment they dart through the air to emphasize a critical point, the next, his fingers carefully trace an invisible diagram, shaping abstract concepts with precise, clear gestures. The scene is set in a bright, modern creative studio, with a large whiteboard covered with a complex flowchart, and colorful sticky notes visible against a softly blurred background. The space is illuminated by clean, diffuse light from large, unseen windows, creating a vibrant, high-key look with minimal shadows. The atmosphere is filled with intellectual curiosity and creative enthusiasm, completely focused on the man's vibrant and engaging expression of his ideas.", + "seed": 9815, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_14/index_908_seed_9815_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021860799798741937, + "vlm_logprob": -0.021860799798741937, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.021860799798741937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016469836235046387 + ], + "opposite_logprob_tokens": [ + -4.141469955444336 + ], + "logprob_reward": -0.016469836235046387, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016469836235046387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1964768022298813, + 0.19385004043579102, + 0.08912596106529236, + 0.05901268124580383, + 0.1667230874300003, + 0.0492120236158371, + 0.061233848333358765, + 0.039556995034217834, + 0.07300719618797302, + 0.07180137932300568 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.016469836235046387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002829003380611539 + ], + "opposite_logprob_tokens": [ + -5.877829074859619 + ], + "logprob_reward": -0.002829003380611539, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002829003380611539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11063313484191895, + 0.15563137829303741, + 0.08799474686384201, + 0.15057994425296783, + 0.09614776819944382, + 0.03868735209107399, + 0.1634775996208191, + 0.05879584327340126, + 0.06548643857240677, + 0.07256581634283066 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.002829003380611539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204604357481003 + ], + "opposite_logprob_tokens": [ + -2.8120460510253906 + ], + "logprob_reward": -0.06204604357481003, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204604357481003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08973804861307144, + 0.03601881489157677, + 0.04291927441954613, + 0.040847692638635635, + 0.22043044865131378, + 0.03572768345475197, + 0.2666560113430023, + 0.1431475430727005, + 0.06803569942712784, + 0.05647875741124153 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.06204604357481003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781643748283386 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781643748283386, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781643748283386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10429028421640396, + 0.397080659866333, + 0.09106648713350296, + 0.039716560393571854, + 0.1832687109708786, + 0.029054421931505203, + 0.01715276949107647, + 0.05421622842550278, + 0.047642745077610016, + 0.036511123180389404 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.009781643748283386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177472054958344 + ], + "opposite_logprob_tokens": [ + -4.018177509307861 + ], + "logprob_reward": -0.018177472054958344, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018177472054958344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13599050045013428, + 0.1711619794368744, + 0.05897430703043938, + 0.04171796143054962, + 0.21801844239234924, + 0.04513345658779144, + 0.0998607873916626, + 0.08156859129667282, + 0.07410482317209244, + 0.07346910238265991 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.018177472054958344 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a young Southeast Asian man in his early twenties, filled with infectious energy, enthusiastically explaining a complex idea to an unseen person off-camera. He has short, tousled black hair, and his expressive dark eyes are wide and excited. Wearing a simple, fitted olive green cotton T-shirt, he leans slightly forward at the waist, his body language focused. His hands are in constant, dynamic motion; one moment they dart through the air to emphasize a critical point, the next, his fingers carefully trace an invisible diagram, shaping abstract concepts with precise, clear gestures. The scene is set in a bright, modern creative studio, with a large whiteboard covered with a complex flowchart, and colorful sticky notes visible against a softly blurred background. The space is illuminated by clean, diffuse light from large, unseen windows, creating a vibrant, high-key look with minimal shadows. The atmosphere is filled with intellectual curiosity and creative enthusiasm, completely focused on the man's vibrant and engaging expression of his ideas.", + "seed": 9816, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_14/index_908_seed_9816_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022694321162998677, + "vlm_logprob": -0.022694321162998677, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.022694321162998677, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018637653440237045 + ], + "opposite_logprob_tokens": [ + -4.018637657165527 + ], + "logprob_reward": -0.018637653440237045, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018637653440237045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17735396325588226, + 0.17972835898399353, + 0.07503266632556915, + 0.03761683404445648, + 0.0446142852306366, + 0.06497935205698013, + 0.04528428614139557, + 0.1239285096526146, + 0.0337265282869339, + 0.21773523092269897 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.018637653440237045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105948377400637 + ], + "opposite_logprob_tokens": [ + -5.504106044769287 + ], + "logprob_reward": -0.004105948377400637, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105948377400637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13931244611740112, + 0.21375899016857147, + 0.08336319029331207, + 0.05520031228661537, + 0.08553268015384674, + 0.07925625145435333, + 0.061412885785102844, + 0.12267336994409561, + 0.05439205840229988, + 0.10509789735078812 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.004105948377400637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003182172775269 + ], + "opposite_logprob_tokens": [ + -2.6950318813323975 + ], + "logprob_reward": -0.07003182172775269, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003182172775269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056749407202005386, + 0.3542748987674713, + 0.061568230390548706, + 0.028795767575502396, + 0.0792219489812851, + 0.06233177334070206, + 0.15133878588676453, + 0.034150391817092896, + 0.04315824434161186, + 0.1284104883670807 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.07003182172775269 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046369642950594425 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.0046369642950594425, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046369642950594425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494905948638916, + 0.16209787130355835, + 0.108815498650074, + 0.03097418136894703, + 0.06208476051688194, + 0.2777861952781677, + 0.038475438952445984, + 0.03853863105177879, + 0.06078937277197838, + 0.07094737142324448 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.0046369642950594425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605921797454357 + ], + "opposite_logprob_tokens": [ + -4.141059398651123 + ], + "logprob_reward": -0.01605921797454357, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605921797454357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10752938687801361, + 0.2859337329864502, + 0.09236516803503036, + 0.04954279586672783, + 0.07730773836374283, + 0.10671526938676834, + 0.055830616503953934, + 0.0327502116560936, + 0.0912245437502861, + 0.10080060362815857 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01605921797454357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a young Southeast Asian man in his early twenties, filled with infectious energy, enthusiastically explaining a complex idea to an unseen person off-camera. He has short, tousled black hair, and his expressive dark eyes are wide and excited. Wearing a simple, fitted olive green cotton T-shirt, he leans slightly forward at the waist, his body language focused. His hands are in constant, dynamic motion; one moment they dart through the air to emphasize a critical point, the next, his fingers carefully trace an invisible diagram, shaping abstract concepts with precise, clear gestures. The scene is set in a bright, modern creative studio, with a large whiteboard covered with a complex flowchart, and colorful sticky notes visible against a softly blurred background. The space is illuminated by clean, diffuse light from large, unseen windows, creating a vibrant, high-key look with minimal shadows. The atmosphere is filled with intellectual curiosity and creative enthusiasm, completely focused on the man's vibrant and engaging expression of his ideas.", + "seed": 9817, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_14/index_908_seed_9817_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020146946143358945, + "vlm_logprob": -0.020146946143358945, + "vlm_yes_no_margin": 4.1749999046325685, + "vlm_token_credit": -0.020146946143358945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01883958838880062 + ], + "opposite_logprob_tokens": [ + -4.018839359283447 + ], + "logprob_reward": -0.01883958838880062, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01883958838880062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38274863362312317, + 0.34465187788009644, + 0.025261029601097107, + 0.03212881460785866, + 0.05367116630077362, + 0.025070589035749435, + 0.04361030459403992, + 0.03396134451031685, + 0.01465770322829485, + 0.04423844441771507 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01883958838880062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269447807222605 + ], + "opposite_logprob_tokens": [ + -5.255269527435303 + ], + "logprob_reward": -0.005269447807222605, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269447807222605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06298012286424637, + 0.6335874199867249, + 0.025106996297836304, + 0.020902084186673164, + 0.031418509781360626, + 0.04431542009115219, + 0.02436521276831627, + 0.11013294756412506, + 0.010183671489357948, + 0.03700755909085274 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.005269447807222605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865830019116402 + ], + "opposite_logprob_tokens": [ + -3.0486583709716797 + ], + "logprob_reward": -0.04865830019116402, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865830019116402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13600412011146545, + 0.24983230233192444, + 0.03442487120628357, + 0.05835410952568054, + 0.2085934579372406, + 0.05492531508207321, + 0.14215050637722015, + 0.035115960985422134, + 0.02652379684150219, + 0.05407555028796196 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.04865830019116402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189646303653717 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189646303653717, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018189646303653717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1675276756286621, + 0.07471313327550888, + 0.0317813865840435, + 0.029299255460500717, + 0.06530901044607162, + 0.07142394781112671, + 0.052940595895051956, + 0.03693308308720589, + 0.0304393470287323, + 0.4396325647830963 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.018189646303653717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977774802595377 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.00977774802595377, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977774802595377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32630667090415955, + 0.12836824357509613, + 0.08788815885782242, + 0.06202016398310661, + 0.08645174652338028, + 0.060000211000442505, + 0.08001425117254257, + 0.06862840801477432, + 0.040426138788461685, + 0.05989599600434303 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00977774802595377 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures a young Southeast Asian man in his early twenties, filled with infectious energy, enthusiastically explaining a complex idea to an unseen person off-camera. He has short, tousled black hair, and his expressive dark eyes are wide and excited. Wearing a simple, fitted olive green cotton T-shirt, he leans slightly forward at the waist, his body language focused. His hands are in constant, dynamic motion; one moment they dart through the air to emphasize a critical point, the next, his fingers carefully trace an invisible diagram, shaping abstract concepts with precise, clear gestures. The scene is set in a bright, modern creative studio, with a large whiteboard covered with a complex flowchart, and colorful sticky notes visible against a softly blurred background. The space is illuminated by clean, diffuse light from large, unseen windows, creating a vibrant, high-key look with minimal shadows. The atmosphere is filled with intellectual curiosity and creative enthusiasm, completely focused on the man's vibrant and engaging expression of his ideas.", + "seed": 9818, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_14/index_908_seed_9818_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014226107648573816, + "vlm_logprob": -0.014226107648573816, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.014226107648573816, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00808431301265955 + ], + "opposite_logprob_tokens": [ + -4.883084297180176 + ], + "logprob_reward": -0.00808431301265955, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00808431301265955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02271227538585663, + 0.010719703510403633, + 0.8315953612327576, + 0.007321698125451803, + 0.01588890142738819, + 0.00543252844363451, + 0.005292691756039858, + 0.004720601718872786, + 0.011383293196558952, + 0.08493290841579437 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.00808431301265955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022074636071920395 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022074636071920395, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022074636071920395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03994347155094147, + 0.027515551075339317, + 0.7479778528213501, + 0.011748001910746098, + 0.029651891440153122, + 0.04227351397275925, + 0.011420517228543758, + 0.009738235734403133, + 0.02908712439239025, + 0.05064381659030914 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.0022074636071920395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043063972145318985 + ], + "opposite_logprob_tokens": [ + -3.1680638790130615 + ], + "logprob_reward": -0.043063972145318985, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043063972145318985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07415658980607986, + 0.021176278591156006, + 0.6795408129692078, + 0.018977373838424683, + 0.014075491577386856, + 0.015781598165631294, + 0.014955921098589897, + 0.01505791675299406, + 0.062041718512773514, + 0.08423624187707901 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.043063972145318985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017124050064012408 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017124050064012408, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017124050064012408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04399429261684418, + 0.04373772814869881, + 0.7924689054489136, + 0.01980716362595558, + 0.022133922204375267, + 0.01530690398067236, + 0.008789215236902237, + 0.005522547289729118, + 0.03278636559844017, + 0.015452931635081768 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0017124050064012408 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young Southeast Asian man with short, tousled black hair and dark eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a fitted olive green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man leaning slightly forward at the waist with hands in dynamic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bright modern studio with a large whiteboard covered in a flowchart and colorful sticky notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot with clean, diffuse lighting and minimal shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062384471297264 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062384471297264, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062384471297264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02753506228327751, + 0.010305811651051044, + 0.8567134141921997, + 0.00674841646105051, + 0.0195853803306818, + 0.008664233610033989, + 0.006539654452353716, + 0.00544921588152647, + 0.025861987844109535, + 0.032596781849861145 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.016062384471297264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_15/index_tensor([124, 124])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_15/index_tensor([124, 124])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e099d00663b1f637fda2c6c0286f1e217a7c9f3c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_15/index_tensor([124, 124])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic low-angle wide shot, the camera panning steadily to the right, juxtaposes a massive dragon boat, crafted entirely from gleaming brass, gracefully sailing above a boundless, fluffy sea of clouds. The golden sunlight of late afternoon bathes the frame, gleaming brilliantly off the boat's serpentine hull, meticulously riveted and ornately carved. At the prow lies a majestic dragon head, its eyes blazing red. From its flared nostrils, thick, white steam erupts rhythmically and powerfully, creating a shimmering halo in the sunlight before dissipating into the clear, high-altitude air. Along its sides, massive, intermeshing brass gears rotate with a steady, unstoppable force, driving complex pistons and connecting rods. This exposed mechanism, with its precise rhythmic movement, provides the fantastical craft with an endless supply of power. The entire scene is filled with an epic and awe-inspiring steampunk atmosphere, perfectly blending the shape of ancient mythology with the majestic power of the Industrial Revolution, presenting an extraordinary and magnificent voyage.", + "seed": 15795, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_15/index_124_seed_15795_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.29095362024381755, + "vlm_logprob": -0.29095362024381755, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.29095362024381755, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6963483095169067 + ], + "opposite_logprob_tokens": [ + -0.6963483095169067 + ], + "logprob_reward": -0.6963483095169067, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6963483095169067, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.103858083486557, + 0.15864834189414978, + 0.08813712745904922, + 0.08847831189632416, + 0.17109550535678864, + 0.18793943524360657, + 0.08216449618339539, + 0.0332983024418354, + 0.06265806406736374, + 0.023722313344478607 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.6963483095169067 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003629645798355341 + ], + "opposite_logprob_tokens": [ + -5.628629684448242 + ], + "logprob_reward": -0.003629645798355341, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003629645798355341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14526313543319702, + 0.12886561453342438, + 0.07383140176534653, + 0.08228044956922531, + 0.060285091400146484, + 0.10395151376724243, + 0.1611487716436386, + 0.06945239007472992, + 0.1477520912885666, + 0.02716953307390213 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.003629645798355341 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896146178245544 + ], + "opposite_logprob_tokens": [ + -2.5789613723754883 + ], + "logprob_reward": -0.07896146178245544, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896146178245544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2136094719171524, + 0.15732811391353607, + 0.1918434500694275, + 0.10098365694284439, + 0.10897977650165558, + 0.08493679016828537, + 0.04513269662857056, + 0.027814358472824097, + 0.029131365939974785, + 0.04024035856127739 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07896146178245544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306899383664131 + ], + "opposite_logprob_tokens": [ + -3.1680688858032227 + ], + "logprob_reward": -0.04306899383664131, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306899383664131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1790137141942978, + 0.23882804811000824, + 0.05449409410357475, + 0.06883222609758377, + 0.08988488465547562, + 0.1913401484489441, + 0.02615620754659176, + 0.02798350900411606, + 0.0680176168680191, + 0.05544956773519516 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.04306899383664131 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632759690284729 + ], + "opposite_logprob_tokens": [ + -0.757759690284729 + ], + "logprob_reward": -0.632759690284729, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632759690284729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056762389838695526, + 0.09926928579807281, + 0.07207700610160828, + 0.05154560133814812, + 0.06778760999441147, + 0.06669986993074417, + 0.13035644590854645, + 0.10023386776447296, + 0.20912431180477142, + 0.1461436152458191 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.632759690284729 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle wide shot, the camera panning steadily to the right, juxtaposes a massive dragon boat, crafted entirely from gleaming brass, gracefully sailing above a boundless, fluffy sea of clouds. The golden sunlight of late afternoon bathes the frame, gleaming brilliantly off the boat's serpentine hull, meticulously riveted and ornately carved. At the prow lies a majestic dragon head, its eyes blazing red. From its flared nostrils, thick, white steam erupts rhythmically and powerfully, creating a shimmering halo in the sunlight before dissipating into the clear, high-altitude air. Along its sides, massive, intermeshing brass gears rotate with a steady, unstoppable force, driving complex pistons and connecting rods. This exposed mechanism, with its precise rhythmic movement, provides the fantastical craft with an endless supply of power. The entire scene is filled with an epic and awe-inspiring steampunk atmosphere, perfectly blending the shape of ancient mythology with the majestic power of the Industrial Revolution, presenting an extraordinary and magnificent voyage.", + "seed": 15796, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_15/index_124_seed_15796_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09110439019277691, + "vlm_logprob": -0.09110439019277691, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.09110439019277691, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2037854790687561 + ], + "opposite_logprob_tokens": [ + -1.7037854194641113 + ], + "logprob_reward": -0.2037854790687561, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2037854790687561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12388903647661209, + 0.09978429228067398, + 0.10834237188100815, + 0.19593994319438934, + 0.09655972570180893, + 0.0991666167974472, + 0.06920307874679565, + 0.07163487374782562, + 0.03819095343351364, + 0.0972890853881836 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.2037854790687561 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747556384652853 + ], + "opposite_logprob_tokens": [ + -5.006747722625732 + ], + "logprob_reward": -0.006747556384652853, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747556384652853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22905494272708893, + 0.1664927899837494, + 0.12184745073318481, + 0.11635736376047134, + 0.048110973089933395, + 0.044747453182935715, + 0.045928340405225754, + 0.08940859138965607, + 0.0557512566447258, + 0.08230088651180267 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006747556384652853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368726745247841 + ], + "opposite_logprob_tokens": [ + -3.4086873531341553 + ], + "logprob_reward": -0.03368726745247841, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368726745247841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11561538279056549, + 0.18935526907444, + 0.31895413994789124, + 0.17822901904582977, + 0.041700445115566254, + 0.04618408903479576, + 0.026186445727944374, + 0.013975255191326141, + 0.026479166001081467, + 0.04332081601023674 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.03368726745247841 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780817665159702 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780817665159702, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780817665159702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09619853645563126, + 0.09106840193271637, + 0.1797853261232376, + 0.09914205223321915, + 0.04603317752480507, + 0.06485098600387573, + 0.09982270747423172, + 0.07099804282188416, + 0.0651274099946022, + 0.18697337806224823 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.009780817665159702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20152083039283752 + ], + "opposite_logprob_tokens": [ + -1.7015208005905151 + ], + "logprob_reward": -0.20152083039283752, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20152083039283752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10040105134248734, + 0.06568785011768341, + 0.20326897501945496, + 0.0305147934705019, + 0.08689212799072266, + 0.14623144268989563, + 0.18687981367111206, + 0.05354060232639313, + 0.06886796653270721, + 0.057715315371751785 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.20152083039283752 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle wide shot, the camera panning steadily to the right, juxtaposes a massive dragon boat, crafted entirely from gleaming brass, gracefully sailing above a boundless, fluffy sea of clouds. The golden sunlight of late afternoon bathes the frame, gleaming brilliantly off the boat's serpentine hull, meticulously riveted and ornately carved. At the prow lies a majestic dragon head, its eyes blazing red. From its flared nostrils, thick, white steam erupts rhythmically and powerfully, creating a shimmering halo in the sunlight before dissipating into the clear, high-altitude air. Along its sides, massive, intermeshing brass gears rotate with a steady, unstoppable force, driving complex pistons and connecting rods. This exposed mechanism, with its precise rhythmic movement, provides the fantastical craft with an endless supply of power. The entire scene is filled with an epic and awe-inspiring steampunk atmosphere, perfectly blending the shape of ancient mythology with the majestic power of the Industrial Revolution, presenting an extraordinary and magnificent voyage.", + "seed": 15797, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_15/index_124_seed_15797_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07612014827318489, + "vlm_logprob": -0.07612014827318489, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07612014827318489, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23441705107688904 + ], + "opposite_logprob_tokens": [ + -1.6094170808792114 + ], + "logprob_reward": -0.23441705107688904, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23441705107688904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10834016650915146, + 0.05673014000058174, + 0.07850866764783859, + 0.032187238335609436, + 0.03405265510082245, + 0.03729080781340599, + 0.04367411509156227, + 0.3533952236175537, + 0.22226740419864655, + 0.033553626388311386 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.23441705107688904 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025079960469156504 + ], + "opposite_logprob_tokens": [ + -6.002508163452148 + ], + "logprob_reward": -0.0025079960469156504, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025079960469156504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14551548659801483, + 0.1495622992515564, + 0.18015195429325104, + 0.07378996163606644, + 0.0666920468211174, + 0.02614002488553524, + 0.09037618339061737, + 0.11976918578147888, + 0.0714055523276329, + 0.07659724354743958 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0025079960469156504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863513633608818 + ], + "opposite_logprob_tokens": [ + -3.048635244369507 + ], + "logprob_reward": -0.04863513633608818, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863513633608818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20516817271709442, + 0.1872183233499527, + 0.21384558081626892, + 0.02686455100774765, + 0.0740799531340599, + 0.020657887682318687, + 0.053494516760110855, + 0.07120335847139359, + 0.09503260254859924, + 0.0524350069463253 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.04863513633608818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607622765004635 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.01607622765004635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607622765004635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22654369473457336, + 0.08703078329563141, + 0.09934025257825851, + 0.020415332168340683, + 0.06179702654480934, + 0.034690435975790024, + 0.08195092529058456, + 0.13079117238521576, + 0.10261279344558716, + 0.1548275649547577 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.01607622765004635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896433025598526 + ], + "opposite_logprob_tokens": [ + -2.5789642333984375 + ], + "logprob_reward": -0.07896433025598526, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896433025598526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22430182993412018, + 0.03936354070901871, + 0.07315276563167572, + 0.02142436057329178, + 0.033847957849502563, + 0.1659756749868393, + 0.06317217648029327, + 0.09438647329807281, + 0.18631984293460846, + 0.09805537015199661 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.07896433025598526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic low-angle wide shot, the camera panning steadily to the right, juxtaposes a massive dragon boat, crafted entirely from gleaming brass, gracefully sailing above a boundless, fluffy sea of clouds. The golden sunlight of late afternoon bathes the frame, gleaming brilliantly off the boat's serpentine hull, meticulously riveted and ornately carved. At the prow lies a majestic dragon head, its eyes blazing red. From its flared nostrils, thick, white steam erupts rhythmically and powerfully, creating a shimmering halo in the sunlight before dissipating into the clear, high-altitude air. Along its sides, massive, intermeshing brass gears rotate with a steady, unstoppable force, driving complex pistons and connecting rods. This exposed mechanism, with its precise rhythmic movement, provides the fantastical craft with an endless supply of power. The entire scene is filled with an epic and awe-inspiring steampunk atmosphere, perfectly blending the shape of ancient mythology with the majestic power of the Industrial Revolution, presenting an extraordinary and magnificent voyage.", + "seed": 15798, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_15/index_124_seed_15798_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32496114671230314, + "vlm_logprob": -0.32496114671230314, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.32496114671230314, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.50638747215271 + ], + "opposite_logprob_tokens": [ + -0.2563874125480652 + ], + "logprob_reward": -1.50638747215271, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.50638747215271, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19281361997127533, + 0.13101889193058014, + 0.09359446167945862, + 0.09182373434305191, + 0.042835626751184464, + 0.17225190997123718, + 0.09550473093986511, + 0.036630112677812576, + 0.05932672694325447, + 0.08420011401176453 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -1.50638747215271 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332254685461521 + ], + "opposite_logprob_tokens": [ + -3.773322582244873 + ], + "logprob_reward": -0.02332254685461521, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332254685461521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3206772804260254, + 0.09614865481853485, + 0.046962350606918335, + 0.05147330462932587, + 0.0722142904996872, + 0.10299348831176758, + 0.09515024721622467, + 0.048791781067848206, + 0.02437441609799862, + 0.14121413230895996 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.02332254685461521 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288307711482048 + ], + "opposite_logprob_tokens": [ + -3.7732882499694824 + ], + "logprob_reward": -0.023288307711482048, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288307711482048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1956336349248886, + 0.23184296488761902, + 0.07108400017023087, + 0.14148035645484924, + 0.1110466718673706, + 0.06880004703998566, + 0.04527813941240311, + 0.03378736600279808, + 0.027115654200315475, + 0.07393119484186172 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.023288307711482048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371400758624077 + ], + "opposite_logprob_tokens": [ + -3.4087140560150146 + ], + "logprob_reward": -0.03371400758624077, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371400758624077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07795336097478867, + 0.18250364065170288, + 0.13203205168247223, + 0.12999244034290314, + 0.04192611575126648, + 0.16632814705371857, + 0.1463579684495926, + 0.03014337457716465, + 0.030332617461681366, + 0.06243032217025757 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.03371400758624077 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the dragon boat crafted entirely from gleaming brass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dragon boat sailing above a boundless, fluffy sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive dragon head with blazing red eyes visible at the prow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are massive intermeshing brass gears rotating along the sides of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809339925646782 + ], + "opposite_logprob_tokens": [ + -3.288093328475952 + ], + "logprob_reward": -0.03809339925646782, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809339925646782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09621887654066086, + 0.06051713973283768, + 0.12537109851837158, + 0.07481805980205536, + 0.10215932130813599, + 0.2926875054836273, + 0.08078362792730331, + 0.02594311721622944, + 0.07640790194272995, + 0.06509330868721008 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.03809339925646782 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_2/index_tensor([1909, 1909])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_2/index_tensor([1909, 1909])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1edf2a30be6013ebcb2ef5e992cb6c76822a08df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_2/index_tensor([1909, 1909])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up, captured in exquisite high-frame-rate slow motion, establishes the hushed atmosphere of mutual success in a luxurious, wood-paneled bar. The static camera focuses on two well-dressed men gently bumping fists against the polished, dark-wood bartop. The first man, seen from the forearm down, wears the crisp white cuff of a shirt peeking from the sleeve of a well-tailored navy wool blazer. The second man, his wrist adorned with a classic gold watch, extends his hand from the sleeve of a charcoal-gray blazer. Their knuckles connect with soft, deliberate precision, the slow motion emphasizing the controlled and respectful nature of the celebratory act. In the immediate foreground, slightly out of focus, rests a crystal cognac decanter, its wide bowl filled with rich amber liquid that swirls gracefully with a syrupy consistency, capturing the warm, focused glow of a low-hanging lamp. The background blends into a soft bokeh, composed of deep, lustrous mahogany panels and backlit bottles of premium spirits in the distance, creating a refined and intimate setting. The entire scene is bathed in warm, understated lighting that casts long shadows and highlights the rich textures of wood, fabric and swirling cognac, perfectly embodying a refined, understated moment of celebration.", + "seed": 12454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_2/index_1909_seed_12454_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03774082101881504, + "vlm_logprob": -0.03774082101881504, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.03774082101881504, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05549609661102295 + ], + "opposite_logprob_tokens": [ + -2.9304962158203125 + ], + "logprob_reward": -0.05549609661102295, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05549609661102295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12449274212121964, + 0.09366412460803986, + 0.10123497247695923, + 0.09168276190757751, + 0.1095731258392334, + 0.17909102141857147, + 0.1451248824596405, + 0.051356036216020584, + 0.04678289592266083, + 0.056997474282979965 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.05549609661102295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204301863908768 + ], + "opposite_logprob_tokens": [ + -2.8120429515838623 + ], + "logprob_reward": -0.06204301863908768, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204301863908768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12311654537916183, + 0.21923597157001495, + 0.13482233881950378, + 0.07583700120449066, + 0.049536075443029404, + 0.11411900073289871, + 0.1435946226119995, + 0.04570459946990013, + 0.04015349969267845, + 0.05388035625219345 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.06204301863908768 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370536118745804 + ], + "opposite_logprob_tokens": [ + -3.408705472946167 + ], + "logprob_reward": -0.03370536118745804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370536118745804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10718987882137299, + 0.2294585257768631, + 0.10059992969036102, + 0.046068739145994186, + 0.07982344925403595, + 0.13730716705322266, + 0.10511889308691025, + 0.07749944180250168, + 0.05961233749985695, + 0.05732165649533272 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.03370536118745804 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014183899387717247 + ], + "opposite_logprob_tokens": [ + -4.26418399810791 + ], + "logprob_reward": -0.014183899387717247, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014183899387717247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3190442621707916, + 0.24744783341884613, + 0.03440234437584877, + 0.038316868245601654, + 0.17367982864379883, + 0.07510288804769516, + 0.027682729065418243, + 0.027653522789478302, + 0.037543486803770065, + 0.01912626624107361 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014183899387717247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327572926878929 + ], + "opposite_logprob_tokens": [ + -3.77327561378479 + ], + "logprob_reward": -0.02327572926878929, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327572926878929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18597401678562164, + 0.13599653542041779, + 0.09762125462293625, + 0.035760000348091125, + 0.08966366201639175, + 0.13565273582935333, + 0.15896552801132202, + 0.047709058970212936, + 0.055127665400505066, + 0.05752953141927719 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02327572926878929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, captured in exquisite high-frame-rate slow motion, establishes the hushed atmosphere of mutual success in a luxurious, wood-paneled bar. The static camera focuses on two well-dressed men gently bumping fists against the polished, dark-wood bartop. The first man, seen from the forearm down, wears the crisp white cuff of a shirt peeking from the sleeve of a well-tailored navy wool blazer. The second man, his wrist adorned with a classic gold watch, extends his hand from the sleeve of a charcoal-gray blazer. Their knuckles connect with soft, deliberate precision, the slow motion emphasizing the controlled and respectful nature of the celebratory act. In the immediate foreground, slightly out of focus, rests a crystal cognac decanter, its wide bowl filled with rich amber liquid that swirls gracefully with a syrupy consistency, capturing the warm, focused glow of a low-hanging lamp. The background blends into a soft bokeh, composed of deep, lustrous mahogany panels and backlit bottles of premium spirits in the distance, creating a refined and intimate setting. The entire scene is bathed in warm, understated lighting that casts long shadows and highlights the rich textures of wood, fabric and swirling cognac, perfectly embodying a refined, understated moment of celebration.", + "seed": 12455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_2/index_1909_seed_12455_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022196578420698644, + "vlm_logprob": -0.022196578420698644, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.022196578420698644, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014530201442539692 + ], + "opposite_logprob_tokens": [ + -4.264530181884766 + ], + "logprob_reward": -0.014530201442539692, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014530201442539692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05948808789253235, + 0.06542963534593582, + 0.23986274003982544, + 0.13317148387432098, + 0.07075892388820648, + 0.0786585882306099, + 0.05091547966003418, + 0.1776760220527649, + 0.08046130836009979, + 0.043577756732702255 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.014530201442539692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980491705238819 + ], + "opposite_logprob_tokens": [ + -3.5298049449920654 + ], + "logprob_reward": -0.02980491705238819, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980491705238819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08247578144073486, + 0.21075670421123505, + 0.20380663871765137, + 0.06739845871925354, + 0.057411450892686844, + 0.05495522543787956, + 0.04928639531135559, + 0.18170979619026184, + 0.06828375160694122, + 0.02391582727432251 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.02980491705238819 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06078273802995682, + 0.0836428627371788, + 0.3674408495426178, + 0.08192779123783112, + 0.06365067511796951, + 0.08298438042402267, + 0.05169731378555298, + 0.12590168416500092, + 0.05901035666465759, + 0.022961346432566643 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.012540297582745552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304204881191254 + ], + "opposite_logprob_tokens": [ + -3.168041944503784 + ], + "logprob_reward": -0.04304204881191254, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304204881191254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09743478149175644, + 0.15758080780506134, + 0.1503857523202896, + 0.045252278447151184, + 0.0874754786491394, + 0.1771407574415207, + 0.05688003823161125, + 0.12305677682161331, + 0.05873474106192589, + 0.04605860635638237 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.04304204881191254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011065427213907242 + ], + "opposite_logprob_tokens": [ + -4.511065483093262 + ], + "logprob_reward": -0.011065427213907242, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011065427213907242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19167460501194, + 0.071404367685318, + 0.055506810545921326, + 0.03260402753949165, + 0.05876452103257179, + 0.0795719102025032, + 0.14628757536411285, + 0.08001073449850082, + 0.20893271267414093, + 0.07524271309375763 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.011065427213907242 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, captured in exquisite high-frame-rate slow motion, establishes the hushed atmosphere of mutual success in a luxurious, wood-paneled bar. The static camera focuses on two well-dressed men gently bumping fists against the polished, dark-wood bartop. The first man, seen from the forearm down, wears the crisp white cuff of a shirt peeking from the sleeve of a well-tailored navy wool blazer. The second man, his wrist adorned with a classic gold watch, extends his hand from the sleeve of a charcoal-gray blazer. Their knuckles connect with soft, deliberate precision, the slow motion emphasizing the controlled and respectful nature of the celebratory act. In the immediate foreground, slightly out of focus, rests a crystal cognac decanter, its wide bowl filled with rich amber liquid that swirls gracefully with a syrupy consistency, capturing the warm, focused glow of a low-hanging lamp. The background blends into a soft bokeh, composed of deep, lustrous mahogany panels and backlit bottles of premium spirits in the distance, creating a refined and intimate setting. The entire scene is bathed in warm, understated lighting that casts long shadows and highlights the rich textures of wood, fabric and swirling cognac, perfectly embodying a refined, understated moment of celebration.", + "seed": 12456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_2/index_1909_seed_12456_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015477407351136207, + "vlm_logprob": -0.015477407351136207, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.015477407351136207, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011377218179404736 + ], + "opposite_logprob_tokens": [ + -4.511377334594727 + ], + "logprob_reward": -0.011377218179404736, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011377218179404736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11638843268156052, + 0.050951678305864334, + 0.11304894089698792, + 0.11981625109910965, + 0.21544325351715088, + 0.25032109022140503, + 0.04466942325234413, + 0.009403599426150322, + 0.05208300054073334, + 0.027874313294887543 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.011377218179404736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634979411959648 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634979411959648, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634979411959648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21439054608345032, + 0.11512456089258194, + 0.08030892163515091, + 0.18075549602508545, + 0.06542450934648514, + 0.15107494592666626, + 0.08753316849470139, + 0.036149125546216965, + 0.027048351243138313, + 0.042190395295619965 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.02634979411959648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076745577156544 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076745577156544, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076745577156544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18469515442848206, + 0.1399562656879425, + 0.07816395908594131, + 0.15370331704616547, + 0.051532670855522156, + 0.11478633433580399, + 0.135053813457489, + 0.03484675660729408, + 0.02963216044008732, + 0.07762950658798218 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.011076745577156544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012526994571089745 + ], + "opposite_logprob_tokens": [ + -4.387526988983154 + ], + "logprob_reward": -0.012526994571089745, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012526994571089745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32336172461509705, + 0.09487342089414597, + 0.15902701020240784, + 0.04850644990801811, + 0.06765725463628769, + 0.06039053946733475, + 0.13325436413288116, + 0.04282727465033531, + 0.03030836023390293, + 0.03979352489113808 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.012526994571089745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016056284308433533 + ], + "opposite_logprob_tokens": [ + -4.141056060791016 + ], + "logprob_reward": -0.016056284308433533, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016056284308433533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6114305257797241, + 0.053071971982717514, + 0.04420054331421852, + 0.07685762643814087, + 0.08537279814481735, + 0.02750984951853752, + 0.0326182059943676, + 0.017625045031309128, + 0.027196461334824562, + 0.024116961285471916 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.016056284308433533 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, captured in exquisite high-frame-rate slow motion, establishes the hushed atmosphere of mutual success in a luxurious, wood-paneled bar. The static camera focuses on two well-dressed men gently bumping fists against the polished, dark-wood bartop. The first man, seen from the forearm down, wears the crisp white cuff of a shirt peeking from the sleeve of a well-tailored navy wool blazer. The second man, his wrist adorned with a classic gold watch, extends his hand from the sleeve of a charcoal-gray blazer. Their knuckles connect with soft, deliberate precision, the slow motion emphasizing the controlled and respectful nature of the celebratory act. In the immediate foreground, slightly out of focus, rests a crystal cognac decanter, its wide bowl filled with rich amber liquid that swirls gracefully with a syrupy consistency, capturing the warm, focused glow of a low-hanging lamp. The background blends into a soft bokeh, composed of deep, lustrous mahogany panels and backlit bottles of premium spirits in the distance, creating a refined and intimate setting. The entire scene is bathed in warm, understated lighting that casts long shadows and highlights the rich textures of wood, fabric and swirling cognac, perfectly embodying a refined, understated moment of celebration.", + "seed": 12457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_2/index_1909_seed_12457_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03083909526467323, + "vlm_logprob": -0.03083909526467323, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.03083909526467323, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018621036782860756 + ], + "opposite_logprob_tokens": [ + -4.01862096786499 + ], + "logprob_reward": -0.018621036782860756, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018621036782860756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14662890136241913, + 0.11562328040599823, + 0.057845454663038254, + 0.23583391308784485, + 0.06476587057113647, + 0.10287095606327057, + 0.11933201551437378, + 0.075834721326828, + 0.02473021112382412, + 0.05653465911746025 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.018621036782860756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497020483016968 + ], + "opposite_logprob_tokens": [ + -2.9299702644348145 + ], + "logprob_reward": -0.05497020483016968, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497020483016968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13879092037677765, + 0.12305646389722824, + 0.0665091797709465, + 0.0956115797162056, + 0.08174662292003632, + 0.2251209020614624, + 0.05572701245546341, + 0.07283170521259308, + 0.08961228281259537, + 0.05099336430430412 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.05497020483016968 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058931440114975 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058931440114975, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058931440114975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15230651199817657, + 0.12824125587940216, + 0.15491420030593872, + 0.164637953042984, + 0.08142847567796707, + 0.0682394728064537, + 0.09900415688753128, + 0.04067232832312584, + 0.05812108516693115, + 0.05243457481265068 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.02058931440114975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033682309091091156 + ], + "opposite_logprob_tokens": [ + -3.408682346343994 + ], + "logprob_reward": -0.033682309091091156, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033682309091091156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14989057183265686, + 0.20066967606544495, + 0.06671828776597977, + 0.03613320365548134, + 0.09250112622976303, + 0.0402594655752182, + 0.223782479763031, + 0.08779729902744293, + 0.04201759397983551, + 0.060230303555727005 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.033682309091091156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two well-dressed men visible bumping fists against a polished dark-wood bartop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the first man wearing a navy wool blazer with a crisp white shirt cuff visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the second man wearing a charcoal-gray blazer with a classic gold watch on his wrist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystal cognac decanter filled with rich amber liquid visible in the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a luxurious wood-paneled bar with a background of mahogany panels and backlit bottles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332611218094826 + ], + "opposite_logprob_tokens": [ + -3.6513326168060303 + ], + "logprob_reward": -0.026332611218094826, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332611218094826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2036328762769699, + 0.08893440663814545, + 0.07371028512716293, + 0.04036657139658928, + 0.12206509709358215, + 0.06776614487171173, + 0.07507013529539108, + 0.07567696273326874, + 0.143680140376091, + 0.10909730195999146 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.026332611218094826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_3/index_tensor([9142, 9142])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_3/index_tensor([9142, 9142])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..713fe472387cb93873d1a74a11a22177100e9244 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_3/index_tensor([9142, 9142])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tracking shot, beginning at a very low, upward angle, follows a robotic arm, defined entirely by sharp, clean black lines. It exists within a clean, black and white world, set against a backdrop of infinitely stretching white space. Each segment of the arm is connected by complex spherical joints and a sophisticated biomimetic structure. Its surface is devoid of any sheen or shading, dominated by pure white fill and decisive black outlines. Every sense of dimension and structure is expressed through the density, thickness, and precise perspective of the lines. As the camera steadily spirals upward, we witness the arm ascending with the graceful grace of a vine, smoothly and silently unfolding, twisting, and relocking section by section in a precise and rhythmic movement, as if a living creature is growing, reaching resolutely toward the unknown beyond the frame. The entire process, framed by a minimalist visual style, creates a unique atmosphere that blends futuristic technology, abstract dynamic beauty, and a sense of boundless exploration.", + "seed": 17988, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_3/index_9142_seed_17988_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03854307234287262, + "vlm_logprob": -0.03854307234287262, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.03854307234287262, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09176797419786453 + ], + "opposite_logprob_tokens": [ + -2.4667680263519287 + ], + "logprob_reward": -0.09176797419786453, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09176797419786453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6195662021636963, + 0.04222136363387108, + 0.043999046087265015, + 0.06810099631547928, + 0.027355395257472992, + 0.0907646119594574, + 0.01219127792865038, + 0.03602315112948418, + 0.047423336654901505, + 0.01235461886972189 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.09176797419786453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016090303659439087 + ], + "opposite_logprob_tokens": [ + -4.141090393066406 + ], + "logprob_reward": -0.016090303659439087, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016090303659439087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24770358204841614, + 0.06734105944633484, + 0.17842495441436768, + 0.2703883945941925, + 0.11608044058084488, + 0.01755559630692005, + 0.0298873670399189, + 0.024941999465227127, + 0.025753270834684372, + 0.021923338994383812 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.016090303659439087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191421680152416 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191421680152416, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191421680152416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11500917375087738, + 0.0453513003885746, + 0.1227118968963623, + 0.5177081823348999, + 0.04486631229519844, + 0.03498552739620209, + 0.03722550347447395, + 0.019565599039196968, + 0.05006875842809677, + 0.012507771141827106 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.014191421680152416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641467429697514 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641467429697514, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641467429697514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4427025616168976, + 0.09269652515649796, + 0.03952806070446968, + 0.1087631955742836, + 0.0885319709777832, + 0.049538854509592056, + 0.043398644775152206, + 0.03223559632897377, + 0.06619624048471451, + 0.03640829026699066 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.008641467429697514 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202419474720955 + ], + "opposite_logprob_tokens": [ + -2.8120241165161133 + ], + "logprob_reward": -0.06202419474720955, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202419474720955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3039044439792633, + 0.0514703243970871, + 0.062494996935129166, + 0.08623075485229492, + 0.05915477126836777, + 0.03854140266776085, + 0.09655655920505524, + 0.04876644164323807, + 0.21891702711582184, + 0.03396322950720787 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.06202419474720955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking shot, beginning at a very low, upward angle, follows a robotic arm, defined entirely by sharp, clean black lines. It exists within a clean, black and white world, set against a backdrop of infinitely stretching white space. Each segment of the arm is connected by complex spherical joints and a sophisticated biomimetic structure. Its surface is devoid of any sheen or shading, dominated by pure white fill and decisive black outlines. Every sense of dimension and structure is expressed through the density, thickness, and precise perspective of the lines. As the camera steadily spirals upward, we witness the arm ascending with the graceful grace of a vine, smoothly and silently unfolding, twisting, and relocking section by section in a precise and rhythmic movement, as if a living creature is growing, reaching resolutely toward the unknown beyond the frame. The entire process, framed by a minimalist visual style, creates a unique atmosphere that blends futuristic technology, abstract dynamic beauty, and a sense of boundless exploration.", + "seed": 17989, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_3/index_9142_seed_17989_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021752907242625952, + "vlm_logprob": -0.021752907242625952, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.021752907242625952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028255535289645195 + ], + "opposite_logprob_tokens": [ + -3.6532554626464844 + ], + "logprob_reward": -0.028255535289645195, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028255535289645195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5075535178184509, + 0.032132185995578766, + 0.08626916259527206, + 0.024136586114764214, + 0.13947133719921112, + 0.05209760367870331, + 0.04682034254074097, + 0.0384417288005352, + 0.021667717024683952, + 0.051409728825092316 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.028255535289645195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210696332156658 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210696332156658, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210696332156658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16868451237678528, + 0.08973816782236099, + 0.07164040952920914, + 0.09356390684843063, + 0.1352280229330063, + 0.03161018341779709, + 0.12517106533050537, + 0.14279226958751678, + 0.02160421758890152, + 0.11996731162071228 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.014210696332156658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732163019478321 + ], + "opposite_logprob_tokens": [ + -5.006731986999512 + ], + "logprob_reward": -0.006732163019478321, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732163019478321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18678803741931915, + 0.05784904956817627, + 0.07915938645601273, + 0.01938888616859913, + 0.06277717649936676, + 0.052009183913469315, + 0.2845858037471771, + 0.04909408092498779, + 0.12574046850204468, + 0.0826079249382019 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.006732163019478321 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046355403028428555 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.0046355403028428555, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046355403028428555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1105581745505333, + 0.054351311177015305, + 0.026649294421076775, + 0.08591777086257935, + 0.0575082004070282, + 0.06572483479976654, + 0.11118382960557938, + 0.28171631693840027, + 0.13012708723545074, + 0.07626324146986008 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.0046355403028428555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493060126900673 + ], + "opposite_logprob_tokens": [ + -2.9299306869506836 + ], + "logprob_reward": -0.05493060126900673, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493060126900673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12257643043994904, + 0.09651561081409454, + 0.06587795168161392, + 0.0936356708407402, + 0.06709649413824081, + 0.1066318154335022, + 0.1702755093574524, + 0.13765424489974976, + 0.0707007497549057, + 0.06903552263975143 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.05493060126900673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking shot, beginning at a very low, upward angle, follows a robotic arm, defined entirely by sharp, clean black lines. It exists within a clean, black and white world, set against a backdrop of infinitely stretching white space. Each segment of the arm is connected by complex spherical joints and a sophisticated biomimetic structure. Its surface is devoid of any sheen or shading, dominated by pure white fill and decisive black outlines. Every sense of dimension and structure is expressed through the density, thickness, and precise perspective of the lines. As the camera steadily spirals upward, we witness the arm ascending with the graceful grace of a vine, smoothly and silently unfolding, twisting, and relocking section by section in a precise and rhythmic movement, as if a living creature is growing, reaching resolutely toward the unknown beyond the frame. The entire process, framed by a minimalist visual style, creates a unique atmosphere that blends futuristic technology, abstract dynamic beauty, and a sense of boundless exploration.", + "seed": 17990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_3/index_9142_seed_17990_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025111208390444516, + "vlm_logprob": -0.025111208390444516, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.025111208390444516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017998700961470604 + ], + "opposite_logprob_tokens": [ + -4.142998695373535 + ], + "logprob_reward": -0.017998700961470604, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017998700961470604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15309782326221466, + 0.13382494449615479, + 0.09090407937765121, + 0.34527450799942017, + 0.020744668319821358, + 0.05585126206278801, + 0.07159648835659027, + 0.07195920497179031, + 0.019755389541387558, + 0.036991603672504425 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.017998700961470604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819971203804016 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.01819971203804016, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819971203804016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12875248491764069, + 0.2419472187757492, + 0.17591525614261627, + 0.10916731506586075, + 0.02890562079846859, + 0.04706263542175293, + 0.05461503565311432, + 0.1435895413160324, + 0.021000370383262634, + 0.04904455691576004 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.01819971203804016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978721261024475 + ], + "opposite_logprob_tokens": [ + -3.529787302017212 + ], + "logprob_reward": -0.02978721261024475, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978721261024475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07171981781721115, + 0.24818231165409088, + 0.31192532181739807, + 0.04059885814785957, + 0.023975467309355736, + 0.01802687533199787, + 0.03719254583120346, + 0.22585511207580566, + 0.0043252259492874146, + 0.018198415637016296 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.02978721261024475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637557547539473 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637557547539473, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637557547539473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11848510801792145, + 0.11656638979911804, + 0.12985193729400635, + 0.1244276911020279, + 0.04123930260539055, + 0.06512768566608429, + 0.06819851696491241, + 0.07852507382631302, + 0.020458325743675232, + 0.23711994290351868 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.004637557547539473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549328587949276 + ], + "opposite_logprob_tokens": [ + -2.9299328327178955 + ], + "logprob_reward": -0.0549328587949276, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549328587949276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12928149104118347, + 0.1921852082014084, + 0.07458961009979248, + 0.0815282016992569, + 0.04874261096119881, + 0.058755841106176376, + 0.15564186871051788, + 0.06596136838197708, + 0.059879712760448456, + 0.13343408703804016 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.0549328587949276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking shot, beginning at a very low, upward angle, follows a robotic arm, defined entirely by sharp, clean black lines. It exists within a clean, black and white world, set against a backdrop of infinitely stretching white space. Each segment of the arm is connected by complex spherical joints and a sophisticated biomimetic structure. Its surface is devoid of any sheen or shading, dominated by pure white fill and decisive black outlines. Every sense of dimension and structure is expressed through the density, thickness, and precise perspective of the lines. As the camera steadily spirals upward, we witness the arm ascending with the graceful grace of a vine, smoothly and silently unfolding, twisting, and relocking section by section in a precise and rhythmic movement, as if a living creature is growing, reaching resolutely toward the unknown beyond the frame. The entire process, framed by a minimalist visual style, creates a unique atmosphere that blends futuristic technology, abstract dynamic beauty, and a sense of boundless exploration.", + "seed": 17991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_3/index_9142_seed_17991_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022111746156588195, + "vlm_logprob": -0.022111746156588195, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.022111746156588195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02648911625146866 + ], + "opposite_logprob_tokens": [ + -3.901489019393921 + ], + "logprob_reward": -0.02648911625146866, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02648911625146866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11969909816980362, + 0.3178515136241913, + 0.0782480537891388, + 0.09124890714883804, + 0.05427347496151924, + 0.0330948680639267, + 0.017932051792740822, + 0.03101656213402748, + 0.025464164093136787, + 0.23117133975028992 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.02648911625146866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210226014256477 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014210226014256477, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210226014256477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1457165628671646, + 0.30877459049224854, + 0.21678590774536133, + 0.07204237580299377, + 0.03603798896074295, + 0.035473793745040894, + 0.018984340131282806, + 0.0489276684820652, + 0.03340629115700722, + 0.08385045826435089 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.014210226014256477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635777790099382 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635777790099382, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635777790099382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06767814606428146, + 0.6935560703277588, + 0.03732575103640556, + 0.0362243615090847, + 0.052111219614744186, + 0.020450323820114136, + 0.011584458872675896, + 0.019051354378461838, + 0.030529363080859184, + 0.031488943845033646 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.004635777790099382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031947072129696608 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031947072129696608, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031947072129696608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08304251730442047, + 0.5577505826950073, + 0.0828612893819809, + 0.06577304005622864, + 0.04975834861397743, + 0.03285481408238411, + 0.02157437615096569, + 0.032519493252038956, + 0.020321320742368698, + 0.05354422703385353 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0031947072129696608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a robotic arm with a biomimetic structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style defined by sharp black lines and pure white fill without shading or sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching white space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the robotic arm ascend while twisting and unfolding section by section?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at a low upward angle and steadily spiral upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062028903514146805 + ], + "opposite_logprob_tokens": [ + -2.8120288848876953 + ], + "logprob_reward": -0.062028903514146805, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062028903514146805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14982806146144867, + 0.20429980754852295, + 0.15959101915359497, + 0.14926661550998688, + 0.06862684339284897, + 0.07342245429754257, + 0.0366247221827507, + 0.03529975563287735, + 0.054189663380384445, + 0.06885109841823578 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.062028903514146805 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_4/index_tensor([7036, 7036])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_4/index_tensor([7036, 7036])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..89004174c5a3d146ead013ef2c9ff637a6588d83 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_4/index_tensor([7036, 7036])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the surreal, sensual style of Hajime Sorayama, the camera orbits a perfect lotus flower in a slow, deliberate, and perfectly smooth 360-degree orbiting panorama. The shot is a medium close-up, maintaining a consistent, eye-level angle with the subject. This magnificent flower, an unlikely fusion of biology and machinery, floats serenely on the surface of a still pool of viscous black liquid, absorbing all light to create an infinite, unreflective void. The flower's petals are perfectly rendered with airbrushed paint; their inner surface is a soft, organic pink with a subtle skin-like texture, seamlessly transitioning at incredibly sharp edges to a liquid chrome appearance, so polished that it resembles a distorted, shifting mirror. Perfectly nestled within the flower's core, amidst a cluster of polished gold, sits a tiny, perfectly spherical ball of polished metal, reflecting its surroundings in miniature. The entire scene is bathed in a soft, ethereal, diffuse light from an unseen source. As the camera rotates, these reflections glide across the chrome surface, creating long, clean, mirror-like highlights that emphasize every perfect curve and contour. This deliberate camera movement and the play of light on impossible textures produces a hypnotic, clinical, yet deeply sensory atmosphere that celebrates form and finish with otherworldly precision.", + "seed": 14938, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_4/index_7036_seed_14938_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13923145178705454, + "vlm_logprob": -0.13923145178705454, + "vlm_yes_no_margin": 2.824999988079071, + "vlm_token_credit": -0.13923145178705454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012416680343449116 + ], + "opposite_logprob_tokens": [ + -4.512416839599609 + ], + "logprob_reward": -0.012416680343449116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012416680343449116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04465135559439659, + 0.026731077581644058, + 0.5092131495475769, + 0.01873990334570408, + 0.021678755059838295, + 0.2810366153717041, + 0.04128961265087128, + 0.023860270157456398, + 0.0207303948700428, + 0.01206887699663639 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.012416680343449116 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252131849527359 + ], + "opposite_logprob_tokens": [ + -1.5021318197250366 + ], + "logprob_reward": -0.252131849527359, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252131849527359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055074114352464676, + 0.03582846000790596, + 0.5075699090957642, + 0.04865027964115143, + 0.03724510595202446, + 0.1376347690820694, + 0.11007514595985413, + 0.023535490036010742, + 0.019616682082414627, + 0.024770041927695274 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.252131849527359 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821434497833252 + ], + "opposite_logprob_tokens": [ + -4.018214225769043 + ], + "logprob_reward": -0.01821434497833252, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821434497833252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07004399597644806, + 0.03152092173695564, + 0.42182010412216187, + 0.0381866879761219, + 0.042239200323820114, + 0.1798766404390335, + 0.08110664039850235, + 0.044767919927835464, + 0.07852741330862045, + 0.011910545639693737 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.01821434497833252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346080005168915 + ], + "opposite_logprob_tokens": [ + -3.65134596824646 + ], + "logprob_reward": -0.026346080005168915, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346080005168915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031532786786556244, + 0.027950545772910118, + 0.5775411128997803, + 0.08781061321496964, + 0.016846897080540657, + 0.1627311408519745, + 0.014519687741994858, + 0.03515789285302162, + 0.026352092623710632, + 0.019557202234864235 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.026346080005168915 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38704830408096313 + ], + "opposite_logprob_tokens": [ + -1.1370482444763184 + ], + "logprob_reward": -0.38704830408096313, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38704830408096313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09701687097549438, + 0.04187224060297012, + 0.3971414566040039, + 0.029558300971984863, + 0.04944536089897156, + 0.2914314270019531, + 0.04504910856485367, + 0.011900928802788258, + 0.019844727590680122, + 0.01673956960439682 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.38704830408096313 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the surreal, sensual style of Hajime Sorayama, the camera orbits a perfect lotus flower in a slow, deliberate, and perfectly smooth 360-degree orbiting panorama. The shot is a medium close-up, maintaining a consistent, eye-level angle with the subject. This magnificent flower, an unlikely fusion of biology and machinery, floats serenely on the surface of a still pool of viscous black liquid, absorbing all light to create an infinite, unreflective void. The flower's petals are perfectly rendered with airbrushed paint; their inner surface is a soft, organic pink with a subtle skin-like texture, seamlessly transitioning at incredibly sharp edges to a liquid chrome appearance, so polished that it resembles a distorted, shifting mirror. Perfectly nestled within the flower's core, amidst a cluster of polished gold, sits a tiny, perfectly spherical ball of polished metal, reflecting its surroundings in miniature. The entire scene is bathed in a soft, ethereal, diffuse light from an unseen source. As the camera rotates, these reflections glide across the chrome surface, creating long, clean, mirror-like highlights that emphasize every perfect curve and contour. This deliberate camera movement and the play of light on impossible textures produces a hypnotic, clinical, yet deeply sensory atmosphere that celebrates form and finish with otherworldly precision.", + "seed": 14939, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_4/index_7036_seed_14939_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04762129322625697, + "vlm_logprob": -0.04762129322625697, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04762129322625697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00490248529240489 + ], + "opposite_logprob_tokens": [ + -5.754902362823486 + ], + "logprob_reward": -0.00490248529240489, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00490248529240489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08234430849552155, + 0.08223946392536163, + 0.04585980251431465, + 0.19287392497062683, + 0.04556680843234062, + 0.06487471610307693, + 0.10212462395429611, + 0.2574011981487274, + 0.06800360232591629, + 0.058711521327495575 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.00490248529240489 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866340756416321 + ], + "opposite_logprob_tokens": [ + -3.048663377761841 + ], + "logprob_reward": -0.04866340756416321, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866340756416321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23662886023521423, + 0.2606136202812195, + 0.05492015182971954, + 0.14032769203186035, + 0.04281192645430565, + 0.04274852201342583, + 0.02956237457692623, + 0.10733591020107269, + 0.056754469871520996, + 0.02829643152654171 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.04866340756416321 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003628814360126853 + ], + "opposite_logprob_tokens": [ + -5.628628730773926 + ], + "logprob_reward": -0.003628814360126853, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003628814360126853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04817097261548042, + 0.056570954620838165, + 0.07019760459661484, + 0.048888906836509705, + 0.050672996789216995, + 0.043399229645729065, + 0.10928629338741302, + 0.5073784589767456, + 0.0486883781850338, + 0.01674622856080532 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.003628814360126853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057635225355625 + ], + "opposite_logprob_tokens": [ + -3.895576238632202 + ], + "logprob_reward": -0.02057635225355625, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057635225355625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13912433385849, + 0.05166497826576233, + 0.051446203142404556, + 0.039329398423433304, + 0.044625427573919296, + 0.06113822013139725, + 0.0754019245505333, + 0.3924833834171295, + 0.10420767217874527, + 0.04057852551341057 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.02057635225355625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033540666103363 + ], + "opposite_logprob_tokens": [ + -1.9103354215621948 + ], + "logprob_reward": -0.16033540666103363, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033540666103363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11039803922176361, + 0.04854782298207283, + 0.10578609257936478, + 0.15863727033138275, + 0.13498042523860931, + 0.09131002426147461, + 0.030616236850619316, + 0.21917006373405457, + 0.07558250427246094, + 0.024971526116132736 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.16033540666103363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the surreal, sensual style of Hajime Sorayama, the camera orbits a perfect lotus flower in a slow, deliberate, and perfectly smooth 360-degree orbiting panorama. The shot is a medium close-up, maintaining a consistent, eye-level angle with the subject. This magnificent flower, an unlikely fusion of biology and machinery, floats serenely on the surface of a still pool of viscous black liquid, absorbing all light to create an infinite, unreflective void. The flower's petals are perfectly rendered with airbrushed paint; their inner surface is a soft, organic pink with a subtle skin-like texture, seamlessly transitioning at incredibly sharp edges to a liquid chrome appearance, so polished that it resembles a distorted, shifting mirror. Perfectly nestled within the flower's core, amidst a cluster of polished gold, sits a tiny, perfectly spherical ball of polished metal, reflecting its surroundings in miniature. The entire scene is bathed in a soft, ethereal, diffuse light from an unseen source. As the camera rotates, these reflections glide across the chrome surface, creating long, clean, mirror-like highlights that emphasize every perfect curve and contour. This deliberate camera movement and the play of light on impossible textures produces a hypnotic, clinical, yet deeply sensory atmosphere that celebrates form and finish with otherworldly precision.", + "seed": 14940, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_4/index_7036_seed_14940_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1423795588314533, + "vlm_logprob": -0.1423795588314533, + "vlm_yes_no_margin": 3.275000011920929, + "vlm_token_credit": -0.1423795588314533, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00415426678955555 + ], + "opposite_logprob_tokens": [ + -5.879154205322266 + ], + "logprob_reward": -0.00415426678955555, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00415426678955555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18483303487300873, + 0.05832786485552788, + 0.21508468687534332, + 0.05024619773030281, + 0.1066921204328537, + 0.08483681827783585, + 0.11367498338222504, + 0.03356562554836273, + 0.04632348194718361, + 0.10641518980264664 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.00415426678955555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252103328704834 + ], + "opposite_logprob_tokens": [ + -1.502103328704834 + ], + "logprob_reward": -0.252103328704834, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252103328704834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2474469244480133, + 0.12209314852952957, + 0.29680341482162476, + 0.04151788726449013, + 0.05946731939911842, + 0.0386476032435894, + 0.06428957730531693, + 0.037626802921295166, + 0.04449036344885826, + 0.047616954892873764 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.252103328704834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219745993614197 + ], + "opposite_logprob_tokens": [ + -4.264219760894775 + ], + "logprob_reward": -0.014219745993614197, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219745993614197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16683025658130646, + 0.11435642838478088, + 0.15323583781719208, + 0.04127797111868858, + 0.056927766650915146, + 0.04198047146201134, + 0.1708148866891861, + 0.07613284885883331, + 0.03722411394119263, + 0.14121942222118378 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.014219745993614197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09501387923955917, + 0.034859586507081985, + 0.14870956540107727, + 0.038491178303956985, + 0.11435522884130478, + 0.07396479696035385, + 0.21645663678646088, + 0.07494949549436569, + 0.08743924647569656, + 0.11576039344072342 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.012540297582745552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42888015508651733 + ], + "opposite_logprob_tokens": [ + -1.053880214691162 + ], + "logprob_reward": -0.42888015508651733, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42888015508651733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07360848784446716, + 0.19498835504055023, + 0.053561802953481674, + 0.027571294456720352, + 0.22253885865211487, + 0.053567126393318176, + 0.2371618151664734, + 0.03394586592912674, + 0.03762713074684143, + 0.06542931497097015 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.42888015508651733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the surreal, sensual style of Hajime Sorayama, the camera orbits a perfect lotus flower in a slow, deliberate, and perfectly smooth 360-degree orbiting panorama. The shot is a medium close-up, maintaining a consistent, eye-level angle with the subject. This magnificent flower, an unlikely fusion of biology and machinery, floats serenely on the surface of a still pool of viscous black liquid, absorbing all light to create an infinite, unreflective void. The flower's petals are perfectly rendered with airbrushed paint; their inner surface is a soft, organic pink with a subtle skin-like texture, seamlessly transitioning at incredibly sharp edges to a liquid chrome appearance, so polished that it resembles a distorted, shifting mirror. Perfectly nestled within the flower's core, amidst a cluster of polished gold, sits a tiny, perfectly spherical ball of polished metal, reflecting its surroundings in miniature. The entire scene is bathed in a soft, ethereal, diffuse light from an unseen source. As the camera rotates, these reflections glide across the chrome surface, creating long, clean, mirror-like highlights that emphasize every perfect curve and contour. This deliberate camera movement and the play of light on impossible textures produces a hypnotic, clinical, yet deeply sensory atmosphere that celebrates form and finish with otherworldly precision.", + "seed": 14941, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_4/index_7036_seed_14941_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02519606873393059, + "vlm_logprob": -0.02519606873393059, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.02519606873393059, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003022271441295743 + ], + "opposite_logprob_tokens": [ + -6.503022193908691 + ], + "logprob_reward": -0.003022271441295743, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.003022271441295743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1368981897830963, + 0.1304437518119812, + 0.07067426294088364, + 0.08245424181222916, + 0.1206757202744484, + 0.0422944650053978, + 0.02482691965997219, + 0.2686430811882019, + 0.07523149996995926, + 0.04785790294408798 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.003022271441295743 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866533726453781 + ], + "opposite_logprob_tokens": [ + -3.0486652851104736 + ], + "logprob_reward": -0.04866533726453781, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866533726453781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04691265895962715, + 0.2688823342323303, + 0.09127664566040039, + 0.05118360370397568, + 0.03142935782670975, + 0.029192179441452026, + 0.10388680547475815, + 0.09267985075712204, + 0.05612824112176895, + 0.22842831909656525 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.04866533726453781 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00362905184738338 + ], + "opposite_logprob_tokens": [ + -5.628629207611084 + ], + "logprob_reward": -0.00362905184738338, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00362905184738338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10198064148426056, + 0.16879387199878693, + 0.051484428346157074, + 0.03696500509977341, + 0.036843474954366684, + 0.03232812508940697, + 0.03770514950156212, + 0.4270602762699127, + 0.06301840394735336, + 0.04382064566016197 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.00362905184738338 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637804538011551 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637804538011551, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637804538011551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19375987350940704, + 0.25035080313682556, + 0.019718529656529427, + 0.030916793271899223, + 0.006736371200531721, + 0.059099603444337845, + 0.01795489713549614, + 0.40355417132377625, + 0.009952991269528866, + 0.007955966517329216 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.008637804538011551 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lotus flower that appears as a fusion of biology and machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flower float on a still pool of viscous black liquid that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flower's petals transition from soft pink with skin-like texture to liquid chrome with sharp edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny, perfectly spherical polished metal ball nestled within the flower's core amidst polished gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate, smooth 360-degree orbiting panorama around the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062025878578424454 + ], + "opposite_logprob_tokens": [ + -2.812025785446167 + ], + "logprob_reward": -0.062025878578424454, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062025878578424454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23762308061122894, + 0.21487513184547424, + 0.1140168085694313, + 0.11810533702373505, + 0.02581404149532318, + 0.031124692410230637, + 0.04151872172951698, + 0.18424507975578308, + 0.013727886602282524, + 0.018949223682284355 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.062025878578424454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_5/index_tensor([7086, 7086])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_5/index_tensor([7086, 7086])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aa736543acf0cf4d21eb877b068a04eaf0bc08c2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_5/index_tensor([7086, 7086])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, initially stabilizes, focusing on an emperor penguin standing alone at the edge of a vast, ancient glacier. The low, evening sun casts long, soft golden rays, shading the penguin's signature black and white feathers into a sharp silhouette. This silhouette contrasts sharply against the deep blue water and pale sky in the background, while the glacier's surface reflects the cold light. Then, a surreal transformation occurs: the penguin's outline begins to vibrate slightly and blur. As if touched by an invisible force, its solid form slowly begins to liquefy. The black portion dissolves first, transforming into streams of a thick, inky fluid that steadily and deliberately flows down its body, like a drop of thick ink falling into clear water. As these inky substances converge at the edge of the glacier, they drip silently, and the camera slowly tilts downward, following these drops into the water below. The moment they hit the icy surface, the droplets quickly spread into ever-expanding black ripples before ultimately vanishing into thin air. The striking contrast of warm and cool tones creates a dreamlike atmosphere of melancholy and tranquility, imbued with a poetic sense of extinction.", + "seed": 16037, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_5/index_7086_seed_16037_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06949579045176506, + "vlm_logprob": -0.06949579045176506, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.06949579045176506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16211479902267456 + ], + "opposite_logprob_tokens": [ + -1.9121148586273193 + ], + "logprob_reward": -0.16211479902267456, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16211479902267456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13231800496578217, + 0.038205791264772415, + 0.03056873194873333, + 0.040298063308000565, + 0.017459409311413765, + 0.15265071392059326, + 0.18650119006633759, + 0.11742725968360901, + 0.24871331453323364, + 0.03585748374462128 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.16211479902267456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002839582972228527 + ], + "opposite_logprob_tokens": [ + -5.8778395652771 + ], + "logprob_reward": -0.002839582972228527, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002839582972228527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1519017517566681, + 0.08885075151920319, + 0.04722793027758598, + 0.046758655458688736, + 0.030533166602253914, + 0.10147178173065186, + 0.12905079126358032, + 0.11705224961042404, + 0.12438034266233444, + 0.16277256608009338 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.002839582972228527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197559155523777 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.003197559155523777, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197559155523777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09506459534168243, + 0.07576769590377808, + 0.038127265870571136, + 0.0469897985458374, + 0.03456708788871765, + 0.08917026966810226, + 0.15964928269386292, + 0.17871230840682983, + 0.15239278972148895, + 0.12955890595912933 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.003197559155523777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033900290727615 + ], + "opposite_logprob_tokens": [ + -2.350338935852051 + ], + "logprob_reward": -0.10033900290727615, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033900290727615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08938557654619217, + 0.04223969951272011, + 0.02631463296711445, + 0.025295957922935486, + 0.04023825377225876, + 0.07885102927684784, + 0.3561958372592926, + 0.11302661895751953, + 0.07139475643634796, + 0.15705768764019012 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.10033900290727615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898800820112228 + ], + "opposite_logprob_tokens": [ + -2.5789880752563477 + ], + "logprob_reward": -0.07898800820112228, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898800820112228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08607588708400726, + 0.030989177525043488, + 0.033876243978738785, + 0.05256642401218414, + 0.031724296510219574, + 0.062290094792842865, + 0.11372252553701401, + 0.12729191780090332, + 0.379626989364624, + 0.08183640986680984 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.07898800820112228 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, initially stabilizes, focusing on an emperor penguin standing alone at the edge of a vast, ancient glacier. The low, evening sun casts long, soft golden rays, shading the penguin's signature black and white feathers into a sharp silhouette. This silhouette contrasts sharply against the deep blue water and pale sky in the background, while the glacier's surface reflects the cold light. Then, a surreal transformation occurs: the penguin's outline begins to vibrate slightly and blur. As if touched by an invisible force, its solid form slowly begins to liquefy. The black portion dissolves first, transforming into streams of a thick, inky fluid that steadily and deliberately flows down its body, like a drop of thick ink falling into clear water. As these inky substances converge at the edge of the glacier, they drip silently, and the camera slowly tilts downward, following these drops into the water below. The moment they hit the icy surface, the droplets quickly spread into ever-expanding black ripples before ultimately vanishing into thin air. The striking contrast of warm and cool tones creates a dreamlike atmosphere of melancholy and tranquility, imbued with a poetic sense of extinction.", + "seed": 16038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_5/index_7086_seed_16038_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16458031237125398, + "vlm_logprob": -0.16458031237125398, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.16458031237125398, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3905895948410034 + ], + "opposite_logprob_tokens": [ + -1.1405895948410034 + ], + "logprob_reward": -0.3905895948410034, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3905895948410034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4058501124382019, + 0.1846321076154709, + 0.09741248935461044, + 0.21800599992275238, + 0.005544707644730806, + 0.04551572725176811, + 0.006374161224812269, + 0.005792542826384306, + 0.017222348600625992, + 0.013649741187691689 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.3905895948410034 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300347000360489 + ], + "opposite_logprob_tokens": [ + -2.2380034923553467 + ], + "logprob_reward": -0.11300347000360489, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300347000360489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24156981706619263, + 0.2177499532699585, + 0.22297777235507965, + 0.06057308614253998, + 0.05132253095507622, + 0.04856868460774422, + 0.06268657743930817, + 0.025816956534981728, + 0.04397661238908768, + 0.02475805953145027 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.11300347000360489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016082562506198883 + ], + "opposite_logprob_tokens": [ + -4.141082763671875 + ], + "logprob_reward": -0.016082562506198883, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016082562506198883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06217814236879349, + 0.28902196884155273, + 0.1622479408979416, + 0.14033064246177673, + 0.04218079894781113, + 0.05902533978223801, + 0.04992761090397835, + 0.03872581198811531, + 0.0437745526432991, + 0.11258716136217117 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.016082562506198883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428525447845459 + ], + "opposite_logprob_tokens": [ + -2.017852544784546 + ], + "logprob_reward": -0.1428525447845459, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428525447845459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17583148181438446, + 0.30622851848602295, + 0.0877935066819191, + 0.12467606365680695, + 0.015492672100663185, + 0.02112635038793087, + 0.05095663294196129, + 0.032933659851551056, + 0.06688153743743896, + 0.1180795431137085 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.1428525447845459 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037338972091675 + ], + "opposite_logprob_tokens": [ + -1.9103734493255615 + ], + "logprob_reward": -0.16037338972091675, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037338972091675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14619417488574982, + 0.045544497668743134, + 0.11386427283287048, + 0.04101569205522537, + 0.02715335786342621, + 0.029440049082040787, + 0.07325198501348495, + 0.1292383074760437, + 0.2186385989189148, + 0.17565907537937164 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.16037338972091675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, initially stabilizes, focusing on an emperor penguin standing alone at the edge of a vast, ancient glacier. The low, evening sun casts long, soft golden rays, shading the penguin's signature black and white feathers into a sharp silhouette. This silhouette contrasts sharply against the deep blue water and pale sky in the background, while the glacier's surface reflects the cold light. Then, a surreal transformation occurs: the penguin's outline begins to vibrate slightly and blur. As if touched by an invisible force, its solid form slowly begins to liquefy. The black portion dissolves first, transforming into streams of a thick, inky fluid that steadily and deliberately flows down its body, like a drop of thick ink falling into clear water. As these inky substances converge at the edge of the glacier, they drip silently, and the camera slowly tilts downward, following these drops into the water below. The moment they hit the icy surface, the droplets quickly spread into ever-expanding black ripples before ultimately vanishing into thin air. The striking contrast of warm and cool tones creates a dreamlike atmosphere of melancholy and tranquility, imbued with a poetic sense of extinction.", + "seed": 16039, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_5/index_7086_seed_16039_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20667925868183373, + "vlm_logprob": -0.20667925868183373, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.20667925868183373, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43229928612709045 + ], + "opposite_logprob_tokens": [ + -1.057299256324768 + ], + "logprob_reward": -0.43229928612709045, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43229928612709045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17003700137138367, + 0.027263466268777847, + 0.04057629778981209, + 0.053879689425230026, + 0.09057950973510742, + 0.06948478519916534, + 0.03372706100344658, + 0.016797320917248726, + 0.022481238469481468, + 0.47517362236976624 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.43229928612709045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012577262707054615 + ], + "opposite_logprob_tokens": [ + -4.387577056884766 + ], + "logprob_reward": -0.012577262707054615, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012577262707054615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17835836112499237, + 0.10733143985271454, + 0.08381552994251251, + 0.13430993258953094, + 0.14314253628253937, + 0.08589672297239304, + 0.03451459854841232, + 0.04345057159662247, + 0.10162664204835892, + 0.08755362778902054 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.012577262707054615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420564204454422 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.01420564204454422, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420564204454422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1438346952199936, + 0.05859777331352234, + 0.051301565021276474, + 0.038602154701948166, + 0.06563670188188553, + 0.05422510579228401, + 0.09623792767524719, + 0.09633995592594147, + 0.14927387237548828, + 0.24595025181770325 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.01420564204454422 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256365865468979 + ], + "opposite_logprob_tokens": [ + -1.600636601448059 + ], + "logprob_reward": -0.2256365865468979, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256365865468979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1265791356563568, + 0.06923355162143707, + 0.060881346464157104, + 0.054119888693094254, + 0.08975136280059814, + 0.03870187699794769, + 0.03712727874517441, + 0.1557159274816513, + 0.18746532499790192, + 0.18042433261871338 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.2256365865468979 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34867751598358154 + ], + "opposite_logprob_tokens": [ + -1.2236775159835815 + ], + "logprob_reward": -0.34867751598358154, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34867751598358154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047725312411785126, + 0.021422330290079117, + 0.025175094604492188, + 0.02207433059811592, + 0.03334289416670799, + 0.08380752056837082, + 0.15812987089157104, + 0.15977245569229126, + 0.11867939680814743, + 0.3298707604408264 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.34867751598358154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, initially stabilizes, focusing on an emperor penguin standing alone at the edge of a vast, ancient glacier. The low, evening sun casts long, soft golden rays, shading the penguin's signature black and white feathers into a sharp silhouette. This silhouette contrasts sharply against the deep blue water and pale sky in the background, while the glacier's surface reflects the cold light. Then, a surreal transformation occurs: the penguin's outline begins to vibrate slightly and blur. As if touched by an invisible force, its solid form slowly begins to liquefy. The black portion dissolves first, transforming into streams of a thick, inky fluid that steadily and deliberately flows down its body, like a drop of thick ink falling into clear water. As these inky substances converge at the edge of the glacier, they drip silently, and the camera slowly tilts downward, following these drops into the water below. The moment they hit the icy surface, the droplets quickly spread into ever-expanding black ripples before ultimately vanishing into thin air. The striking contrast of warm and cool tones creates a dreamlike atmosphere of melancholy and tranquility, imbued with a poetic sense of extinction.", + "seed": 16040, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_5/index_7086_seed_16040_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16516433358192445, + "vlm_logprob": -0.16516433358192445, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.16516433358192445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5279234647750854 + ], + "opposite_logprob_tokens": [ + -0.9029234647750854 + ], + "logprob_reward": -0.5279234647750854, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5279234647750854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1309107095003128, + 0.04337936267256737, + 0.030099520459771156, + 0.04133829101920128, + 0.3366944491863251, + 0.05624306946992874, + 0.16760869324207306, + 0.045556437224149704, + 0.0738677829504013, + 0.07430167496204376 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.5279234647750854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374835103750229 + ], + "opposite_logprob_tokens": [ + -3.4087483882904053 + ], + "logprob_reward": -0.03374835103750229, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374835103750229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07434143126010895, + 0.04171551764011383, + 0.058344241231679916, + 0.08992351591587067, + 0.06353650242090225, + 0.23133106529712677, + 0.07036029547452927, + 0.07178628444671631, + 0.24991264939308167, + 0.0487484447658062 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.03374835103750229 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206700026988983 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206700026988983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206700026988983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1047615185379982, + 0.044432733207941055, + 0.01890728808939457, + 0.06455542892217636, + 0.10762772709131241, + 0.06026138365268707, + 0.15542903542518616, + 0.0531475730240345, + 0.3119686245918274, + 0.07890872657299042 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.014206700026988983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003815472126007 + ], + "opposite_logprob_tokens": [ + -2.695038080215454 + ], + "logprob_reward": -0.07003815472126007, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003815472126007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05797315388917923, + 0.03320898115634918, + 0.028640400618314743, + 0.027061639353632927, + 0.09588419646024704, + 0.11001484841108322, + 0.1043800339102745, + 0.09287598729133606, + 0.33442339301109314, + 0.11553740501403809 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.07003815472126007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the edge of a vast, ancient glacier with deep blue water and a pale sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does an emperor penguin initially appear as a sharp black and white silhouette against the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the penguin's solid form slowly liquefy, with the black portion dissolving into thick, inky fluid that flows down its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the inky droplets hit the icy surface, spread into expanding black ripples, and then vanish into thin air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly tilt downward to follow the inky drops into the water below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799049973487854 + ], + "opposite_logprob_tokens": [ + -1.8049049377441406 + ], + "logprob_reward": -0.1799049973487854, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799049973487854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06615199148654938, + 0.025083305314183235, + 0.02073369361460209, + 0.0407743938267231, + 0.12565143406391144, + 0.06030435487627983, + 0.08083053678274155, + 0.18216460943222046, + 0.27463680505752563, + 0.1236688643693924 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.1799049973487854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_6/index_tensor([773, 773])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_6/index_tensor([773, 773])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2999fa4d9f40cf1835d9a8cc255f55e020393e8e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_6/index_tensor([773, 773])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, close-up shot, viewed from a slightly upward angle, captures a scene imbued with the artistic conception of a traditional Chinese ink painting. In a deep, mist-shrouded valley, the outlines of distant peaks loom in a gray haze of varying shades, like smudges of ink on rice paper. An elder, resembling a sage, stands alone on a flat, moss-covered rock jutting from the cliff face. He wears a pure white silk robe with wide sleeves, his long, silvery hair and flowing beard gently swaying in the mountain breeze. With his eyes slightly closed, his expression serene and focused, he slowly and effortlessly practices Tai Chi with the rhythmic grace of flowing water. His arms draw steady and deliberate curves, his body gently rotating in response, each movement imbued with power and harmony. The wide sleeves and hem of his robe gently rise and fall with his movements and the mountain breeze, a gesture of exquisite grace. Soft diffuse light penetrates the mist, creating a tranquil and transcendent atmosphere for the entire scene. The main colors of the picture are elegant black, white and gray, with only moss and the dark green of ancient pines in the distance dotted in between, creating a sense of depth and tranquility of harmony between man and nature.", + "seed": 6237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_6/index_773_seed_6237_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.053316078847274184, + "vlm_logprob": -0.053316078847274184, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.053316078847274184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1805185228586197 + ], + "opposite_logprob_tokens": [ + -1.8055185079574585 + ], + "logprob_reward": -0.1805185228586197, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1805185228586197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2339915931224823, + 0.06097716838121414, + 0.032989345490932465, + 0.05825196951627731, + 0.039486415684223175, + 0.11026789993047714, + 0.22677041590213776, + 0.0746956393122673, + 0.10135213285684586, + 0.06121739745140076 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.1805185228586197 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022073446307331324 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022073446307331324, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022073446307331324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20106375217437744, + 0.06294458359479904, + 0.045211050659418106, + 0.07630769908428192, + 0.06037025526165962, + 0.043561432510614395, + 0.233270063996315, + 0.10636098682880402, + 0.07540779560804367, + 0.0955023467540741 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0022073446307331324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195535331964493 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195535331964493, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195535331964493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12598863244056702, + 0.07353910803794861, + 0.04375952482223511, + 0.0446026436984539, + 0.06040027365088463, + 0.05527224391698837, + 0.33410269021987915, + 0.12942105531692505, + 0.07540533691644669, + 0.05750846862792969 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.014195535331964493 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627174723893404 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627174723893404, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627174723893404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07475600391626358, + 0.0410333015024662, + 0.03040468506515026, + 0.03505837544798851, + 0.041604746133089066, + 0.050218384712934494, + 0.48934993147850037, + 0.10985364019870758, + 0.05612672492861748, + 0.07159419357776642 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.007627174723893404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620318166911602 + ], + "opposite_logprob_tokens": [ + -2.8120317459106445 + ], + "logprob_reward": -0.0620318166911602, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620318166911602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036587122827768326, + 0.02243269421160221, + 0.01857798546552658, + 0.06894346326589584, + 0.05147203803062439, + 0.05284731462597847, + 0.6574453711509705, + 0.037754613906145096, + 0.03376873582601547, + 0.020170660689473152 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.0620318166911602 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot, viewed from a slightly upward angle, captures a scene imbued with the artistic conception of a traditional Chinese ink painting. In a deep, mist-shrouded valley, the outlines of distant peaks loom in a gray haze of varying shades, like smudges of ink on rice paper. An elder, resembling a sage, stands alone on a flat, moss-covered rock jutting from the cliff face. He wears a pure white silk robe with wide sleeves, his long, silvery hair and flowing beard gently swaying in the mountain breeze. With his eyes slightly closed, his expression serene and focused, he slowly and effortlessly practices Tai Chi with the rhythmic grace of flowing water. His arms draw steady and deliberate curves, his body gently rotating in response, each movement imbued with power and harmony. The wide sleeves and hem of his robe gently rise and fall with his movements and the mountain breeze, a gesture of exquisite grace. Soft diffuse light penetrates the mist, creating a tranquil and transcendent atmosphere for the entire scene. The main colors of the picture are elegant black, white and gray, with only moss and the dark green of ancient pines in the distance dotted in between, creating a sense of depth and tranquility of harmony between man and nature.", + "seed": 6238, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_6/index_773_seed_6238_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16197208939120172, + "vlm_logprob": -0.16197208939120172, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.16197208939120172, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6940788626670837 + ], + "opposite_logprob_tokens": [ + -0.6940788626670837 + ], + "logprob_reward": -0.6940788626670837, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6940788626670837, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5713213086128235, + 0.08911259472370148, + 0.05236420780420303, + 0.028228094801306725, + 0.05595892667770386, + 0.01979670487344265, + 0.09746673703193665, + 0.029882319271564484, + 0.030821500346064568, + 0.0250475462526083 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.6940788626670837 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004657610785216093 + ], + "opposite_logprob_tokens": [ + -5.379657745361328 + ], + "logprob_reward": -0.004657610785216093, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004657610785216093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42186716198921204, + 0.27050328254699707, + 0.062070395797491074, + 0.021120695397257805, + 0.03676657751202583, + 0.026001356542110443, + 0.07821902632713318, + 0.03449558466672897, + 0.02716544270515442, + 0.021790456026792526 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.004657610785216093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607622765004635 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.01607622765004635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607622765004635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25006890296936035, + 0.3333195745944977, + 0.04504036530852318, + 0.058896902948617935, + 0.04138145223259926, + 0.026373211294412613, + 0.07923710346221924, + 0.09362443536520004, + 0.040628768503665924, + 0.03142929449677467 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.01607622765004635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607493683695793 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.01607493683695793, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607493683695793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3580198884010315, + 0.3536877930164337, + 0.048712342977523804, + 0.06485074013471603, + 0.030473584309220314, + 0.018693603575229645, + 0.02757440134882927, + 0.019034210592508316, + 0.02785157412290573, + 0.051101814955472946 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01607493683695793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897280901670456 + ], + "opposite_logprob_tokens": [ + -2.578972816467285 + ], + "logprob_reward": -0.07897280901670456, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897280901670456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24332407116889954, + 0.15545383095741272, + 0.050538308918476105, + 0.07881657779216766, + 0.047281693667173386, + 0.06386898458003998, + 0.14751631021499634, + 0.10773339122533798, + 0.05558235943317413, + 0.04988446086645126 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.07897280901670456 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot, viewed from a slightly upward angle, captures a scene imbued with the artistic conception of a traditional Chinese ink painting. In a deep, mist-shrouded valley, the outlines of distant peaks loom in a gray haze of varying shades, like smudges of ink on rice paper. An elder, resembling a sage, stands alone on a flat, moss-covered rock jutting from the cliff face. He wears a pure white silk robe with wide sleeves, his long, silvery hair and flowing beard gently swaying in the mountain breeze. With his eyes slightly closed, his expression serene and focused, he slowly and effortlessly practices Tai Chi with the rhythmic grace of flowing water. His arms draw steady and deliberate curves, his body gently rotating in response, each movement imbued with power and harmony. The wide sleeves and hem of his robe gently rise and fall with his movements and the mountain breeze, a gesture of exquisite grace. Soft diffuse light penetrates the mist, creating a tranquil and transcendent atmosphere for the entire scene. The main colors of the picture are elegant black, white and gray, with only moss and the dark green of ancient pines in the distance dotted in between, creating a sense of depth and tranquility of harmony between man and nature.", + "seed": 6239, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_6/index_773_seed_6239_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06842334996908903, + "vlm_logprob": -0.06842334996908903, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.06842334996908903, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22627946734428406 + ], + "opposite_logprob_tokens": [ + -1.6012794971466064 + ], + "logprob_reward": -0.22627946734428406, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22627946734428406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23654073476791382, + 0.058037903159856796, + 0.040034715086221695, + 0.03306775167584419, + 0.11420775204896927, + 0.18554462492465973, + 0.03678840026259422, + 0.1930033266544342, + 0.07330533862113953, + 0.0294694434851408 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.22627946734428406 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011097141541540623 + ], + "opposite_logprob_tokens": [ + -4.511096954345703 + ], + "logprob_reward": -0.011097141541540623, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011097141541540623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22566992044448853, + 0.06526762247085571, + 0.047397393733263016, + 0.04155593365430832, + 0.15853337943553925, + 0.16870155930519104, + 0.030151987448334694, + 0.03958158567547798, + 0.09044668823480606, + 0.13269402086734772 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.011097141541540623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076931729912758 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.016076931729912758, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076931729912758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18305912613868713, + 0.08781570941209793, + 0.1409139484167099, + 0.06976421177387238, + 0.12947921454906464, + 0.16126812994480133, + 0.041881460696458817, + 0.07619147002696991, + 0.060245905071496964, + 0.04938080161809921 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.016076931729912758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370778262615204 + ], + "opposite_logprob_tokens": [ + -3.408707857131958 + ], + "logprob_reward": -0.03370778262615204, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370778262615204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2407238930463791, + 0.16475456953048706, + 0.11304016411304474, + 0.10907913744449615, + 0.055643051862716675, + 0.08931820094585419, + 0.05152405798435211, + 0.052913352847099304, + 0.04149932414293289, + 0.08150434494018555 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03370778262615204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495542660355568 + ], + "opposite_logprob_tokens": [ + -2.92995548248291 + ], + "logprob_reward": -0.05495542660355568, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495542660355568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1844034343957901, + 0.11521632224321365, + 0.10256437212228775, + 0.07847774773836136, + 0.11806568503379822, + 0.08630900830030441, + 0.06792581081390381, + 0.10865321010351181, + 0.08747568726539612, + 0.05090868100523949 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05495542660355568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot, viewed from a slightly upward angle, captures a scene imbued with the artistic conception of a traditional Chinese ink painting. In a deep, mist-shrouded valley, the outlines of distant peaks loom in a gray haze of varying shades, like smudges of ink on rice paper. An elder, resembling a sage, stands alone on a flat, moss-covered rock jutting from the cliff face. He wears a pure white silk robe with wide sleeves, his long, silvery hair and flowing beard gently swaying in the mountain breeze. With his eyes slightly closed, his expression serene and focused, he slowly and effortlessly practices Tai Chi with the rhythmic grace of flowing water. His arms draw steady and deliberate curves, his body gently rotating in response, each movement imbued with power and harmony. The wide sleeves and hem of his robe gently rise and fall with his movements and the mountain breeze, a gesture of exquisite grace. Soft diffuse light penetrates the mist, creating a tranquil and transcendent atmosphere for the entire scene. The main colors of the picture are elegant black, white and gray, with only moss and the dark green of ancient pines in the distance dotted in between, creating a sense of depth and tranquility of harmony between man and nature.", + "seed": 6240, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_6/index_773_seed_6240_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3047058045864105, + "vlm_logprob": -0.3047058045864105, + "vlm_yes_no_margin": 2.300000011920929, + "vlm_token_credit": -0.3047058045864105, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.314323902130127 + ], + "opposite_logprob_tokens": [ + -0.31432396173477173 + ], + "logprob_reward": -1.314323902130127, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.314323902130127, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20846471190452576, + 0.11241616308689117, + 0.042999982833862305, + 0.07312881201505661, + 0.24389219284057617, + 0.07071572542190552, + 0.08153076469898224, + 0.02978411503136158, + 0.03836986422538757, + 0.09869774430990219 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -1.314323902130127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02333209663629532 + ], + "opposite_logprob_tokens": [ + -3.773332118988037 + ], + "logprob_reward": -0.02333209663629532, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02333209663629532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2671428918838501, + 0.09250924736261368, + 0.07107867300510406, + 0.058292921632528305, + 0.17400594055652618, + 0.059940747916698456, + 0.05200744420289993, + 0.06613698601722717, + 0.08716114610433578, + 0.07172402739524841 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02333209663629532 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823660850524902 + ], + "opposite_logprob_tokens": [ + -3.5298237800598145 + ], + "logprob_reward": -0.029823660850524902, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823660850524902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2635626494884491, + 0.11105820536613464, + 0.10074196010828018, + 0.04006873816251755, + 0.19203318655490875, + 0.05421208217740059, + 0.05926385149359703, + 0.0591970756649971, + 0.0731518492102623, + 0.04671042412519455 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.029823660850524902 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043089546263217926 + ], + "opposite_logprob_tokens": [ + -3.1680896282196045 + ], + "logprob_reward": -0.043089546263217926, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043089546263217926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25016510486602783, + 0.09195076674222946, + 0.059296946972608566, + 0.12113551050424576, + 0.07780230790376663, + 0.08024466782808304, + 0.06606649607419968, + 0.07934185117483139, + 0.1089569479227066, + 0.06503941118717194 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.043089546263217926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style that of a traditional Chinese ink painting with black, white, and gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elder with long silvery hair and a flowing beard wearing a pure white silk robe visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elder standing on a flat, moss-covered rock jutting from a cliff face in a mist-shrouded valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the elder performing slow, deliberate Tai Chi movements with his arms drawing steady curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a slow close-up viewed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295981705188751 + ], + "opposite_logprob_tokens": [ + -2.237959861755371 + ], + "logprob_reward": -0.11295981705188751, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295981705188751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09696722775697708, + 0.0941557064652443, + 0.03046792931854725, + 0.10617762058973312, + 0.07738187164068222, + 0.13045960664749146, + 0.054706793278455734, + 0.18014337122440338, + 0.2100805789232254, + 0.019459309056401253 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.11295981705188751 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_7/index_tensor([3572, 3572])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_7/index_tensor([3572, 3572])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8e8f56d9deed49bf52f92bb101fccf02f05667a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_7/index_tensor([3572, 3572])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, medium shot, shot from a slightly upward angle, draws the viewer's attention to a mysterious hacker in a dimly lit room. He wears a black, high-tech jacket with a massive hood, its deep shadow almost completely obscuring his features, only occasionally revealing his resolute jawline in the cold glow of the holographic projection. His hands, clad in sleek black fingerless gloves, manipulate a complex, three-dimensional holographic DJ booth suspended before him with precise and rhythmic control. This virtual device, composed of glowing geometric shapes, pulsating sound waves, and data streams, shifts in real time with his swipes, pinches, and taps, leaving fleeting afterimages behind his fingertips. The background is a tangle of exposed pipes and cables, vine-like, creeping across the walls. In the distance, LED indicators on server racks flicker silently in the darkness. The main cold-toned light comes from the holographic projection itself, casting a sharp light on the hacker, while the magenta and cyan neon lights from the giant billboards outside the window in the eternal rainy night slowly flow on the reflective material of his high-tech jacket, forming dynamic light and shadow. The whole scene is filled with a highly focused, futuristic and slightly decadent cyberpunk atmosphere.", + "seed": 3089, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_7/index_3572_seed_3089_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11592017076909542, + "vlm_logprob": -0.11592017076909542, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.11592017076909542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05574123561382294 + ], + "opposite_logprob_tokens": [ + -2.930741310119629 + ], + "logprob_reward": -0.05574123561382294, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05574123561382294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2917713224887848, + 0.05724463239312172, + 0.1770871877670288, + 0.04802998527884483, + 0.06164955720305443, + 0.031087949872016907, + 0.06227722018957138, + 0.10315024107694626, + 0.05550851300358772, + 0.11219333857297897 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.05574123561382294 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289279878139496 + ], + "opposite_logprob_tokens": [ + -1.053928017616272 + ], + "logprob_reward": -0.4289279878139496, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289279878139496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19485290348529816, + 0.11953292787075043, + 0.06901958584785461, + 0.11584107577800751, + 0.05838196352124214, + 0.15668946504592896, + 0.04602906480431557, + 0.06991900503635406, + 0.09443601220846176, + 0.07529798895120621 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.4289279878139496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043052781373262405 + ], + "opposite_logprob_tokens": [ + -3.1680526733398438 + ], + "logprob_reward": -0.043052781373262405, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043052781373262405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08004368841648102, + 0.03893757984042168, + 0.09561910480260849, + 0.0885455459356308, + 0.053206667304039, + 0.47983497381210327, + 0.03359122946858406, + 0.05079437047243118, + 0.038915302604436874, + 0.04051152244210243 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.043052781373262405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188240006566048 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188240006566048, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188240006566048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053799036890268326, + 0.03626527264714241, + 0.06624861806631088, + 0.02903730235993862, + 0.048378780484199524, + 0.6458610892295837, + 0.029187768697738647, + 0.025491520762443542, + 0.030606701970100403, + 0.035123828798532486 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.018188240006566048 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369060903787613 + ], + "opposite_logprob_tokens": [ + -3.4086906909942627 + ], + "logprob_reward": -0.03369060903787613, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369060903787613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25640493631362915, + 0.07947921007871628, + 0.10289570689201355, + 0.07197296619415283, + 0.06548011302947998, + 0.06438997387886047, + 0.07504931092262268, + 0.11842398345470428, + 0.059799011796712875, + 0.1061047911643982 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.03369060903787613 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium shot, shot from a slightly upward angle, draws the viewer's attention to a mysterious hacker in a dimly lit room. He wears a black, high-tech jacket with a massive hood, its deep shadow almost completely obscuring his features, only occasionally revealing his resolute jawline in the cold glow of the holographic projection. His hands, clad in sleek black fingerless gloves, manipulate a complex, three-dimensional holographic DJ booth suspended before him with precise and rhythmic control. This virtual device, composed of glowing geometric shapes, pulsating sound waves, and data streams, shifts in real time with his swipes, pinches, and taps, leaving fleeting afterimages behind his fingertips. The background is a tangle of exposed pipes and cables, vine-like, creeping across the walls. In the distance, LED indicators on server racks flicker silently in the darkness. The main cold-toned light comes from the holographic projection itself, casting a sharp light on the hacker, while the magenta and cyan neon lights from the giant billboards outside the window in the eternal rainy night slowly flow on the reflective material of his high-tech jacket, forming dynamic light and shadow. The whole scene is filled with a highly focused, futuristic and slightly decadent cyberpunk atmosphere.", + "seed": 3090, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_7/index_3572_seed_3090_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.056902216374874116, + "vlm_logprob": -0.056902216374874116, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.056902216374874116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05524739995598793 + ], + "opposite_logprob_tokens": [ + -2.9302473068237305 + ], + "logprob_reward": -0.05524739995598793, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05524739995598793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3190664052963257, + 0.18148498237133026, + 0.08542701601982117, + 0.056381143629550934, + 0.05754939839243889, + 0.045074887573719025, + 0.04832116514444351, + 0.04197188839316368, + 0.10477197170257568, + 0.059951141476631165 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.05524739995598793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295896768569946 + ], + "opposite_logprob_tokens": [ + -2.2379589080810547 + ], + "logprob_reward": -0.11295896768569946, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295896768569946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16605035960674286, + 0.22509315609931946, + 0.09243081510066986, + 0.06216330826282501, + 0.07572396844625473, + 0.05311447009444237, + 0.08427794277667999, + 0.06949129700660706, + 0.13153895735740662, + 0.040115755051374435 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.11295896768569946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033693257719278336 + ], + "opposite_logprob_tokens": [ + -3.408693313598633 + ], + "logprob_reward": -0.033693257719278336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033693257719278336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2196371853351593, + 0.26252320408821106, + 0.04133028909564018, + 0.10956539213657379, + 0.12143273651599884, + 0.06317828595638275, + 0.07313377410173416, + 0.03269387409090996, + 0.03357768431305885, + 0.042927514761686325 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.033693257719278336 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203685700893402 + ], + "opposite_logprob_tokens": [ + -2.8120367527008057 + ], + "logprob_reward": -0.06203685700893402, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203685700893402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.191677987575531, + 0.13836674392223358, + 0.10519745200872421, + 0.14845190942287445, + 0.08657531440258026, + 0.0847463607788086, + 0.11693019419908524, + 0.03549036383628845, + 0.05720481276512146, + 0.035358842462301254 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.06203685700893402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574599504470825 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574599504470825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574599504470825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19319897890090942, + 0.10553224384784698, + 0.08947668224573135, + 0.06301672756671906, + 0.0940476655960083, + 0.09202175587415695, + 0.07775530219078064, + 0.05106574296951294, + 0.1786489337682724, + 0.055235933512449265 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.020574599504470825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium shot, shot from a slightly upward angle, draws the viewer's attention to a mysterious hacker in a dimly lit room. He wears a black, high-tech jacket with a massive hood, its deep shadow almost completely obscuring his features, only occasionally revealing his resolute jawline in the cold glow of the holographic projection. His hands, clad in sleek black fingerless gloves, manipulate a complex, three-dimensional holographic DJ booth suspended before him with precise and rhythmic control. This virtual device, composed of glowing geometric shapes, pulsating sound waves, and data streams, shifts in real time with his swipes, pinches, and taps, leaving fleeting afterimages behind his fingertips. The background is a tangle of exposed pipes and cables, vine-like, creeping across the walls. In the distance, LED indicators on server racks flicker silently in the darkness. The main cold-toned light comes from the holographic projection itself, casting a sharp light on the hacker, while the magenta and cyan neon lights from the giant billboards outside the window in the eternal rainy night slowly flow on the reflective material of his high-tech jacket, forming dynamic light and shadow. The whole scene is filled with a highly focused, futuristic and slightly decadent cyberpunk atmosphere.", + "seed": 3091, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_7/index_3572_seed_3091_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08061221688985824, + "vlm_logprob": -0.08061221688985824, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.08061221688985824, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0893443301320076 + ], + "opposite_logprob_tokens": [ + -2.4643442630767822 + ], + "logprob_reward": -0.0893443301320076, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0893443301320076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08336382359266281, + 0.05165371671319008, + 0.022124238312244415, + 0.031419869512319565, + 0.045082125812768936, + 0.026152173057198524, + 0.6040903329849243, + 0.04349520429968834, + 0.059488989412784576, + 0.0331294909119606 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.0893443301320076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015860229730606 + ], + "opposite_logprob_tokens": [ + -1.7015860080718994 + ], + "logprob_reward": -0.2015860229730606, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015860229730606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09363387525081635, + 0.0865066647529602, + 0.0401201993227005, + 0.034402959048748016, + 0.1348569244146347, + 0.07606081664562225, + 0.36711207032203674, + 0.055057547986507416, + 0.06689748913049698, + 0.045351408421993256 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.2015860229730606 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864932969212532 + ], + "opposite_logprob_tokens": [ + -3.048649311065674 + ], + "logprob_reward": -0.04864932969212532, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864932969212532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10817226767539978, + 0.056499823927879333, + 0.02932276763021946, + 0.04725615307688713, + 0.07394497096538544, + 0.20137262344360352, + 0.3188892602920532, + 0.036356281489133835, + 0.09627760201692581, + 0.031908292323350906 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.04864932969212532 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369256854057312 + ], + "opposite_logprob_tokens": [ + -3.4086925983428955 + ], + "logprob_reward": -0.03369256854057312, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369256854057312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1568261981010437, + 0.08742542564868927, + 0.042998772114515305, + 0.05602916330099106, + 0.07704241573810577, + 0.0824226662516594, + 0.24749349057674408, + 0.044909168034791946, + 0.16200315952301025, + 0.042849596589803696 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.03369256854057312 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788833111524582 + ], + "opposite_logprob_tokens": [ + -3.5297887325286865 + ], + "logprob_reward": -0.029788833111524582, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788833111524582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09488646686077118, + 0.16666840016841888, + 0.03455135226249695, + 0.06151892989873886, + 0.04845618084073067, + 0.02793239988386631, + 0.089906707406044, + 0.032272834330797195, + 0.41519033908843994, + 0.028616422787308693 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.029788833111524582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, medium shot, shot from a slightly upward angle, draws the viewer's attention to a mysterious hacker in a dimly lit room. He wears a black, high-tech jacket with a massive hood, its deep shadow almost completely obscuring his features, only occasionally revealing his resolute jawline in the cold glow of the holographic projection. His hands, clad in sleek black fingerless gloves, manipulate a complex, three-dimensional holographic DJ booth suspended before him with precise and rhythmic control. This virtual device, composed of glowing geometric shapes, pulsating sound waves, and data streams, shifts in real time with his swipes, pinches, and taps, leaving fleeting afterimages behind his fingertips. The background is a tangle of exposed pipes and cables, vine-like, creeping across the walls. In the distance, LED indicators on server racks flicker silently in the darkness. The main cold-toned light comes from the holographic projection itself, casting a sharp light on the hacker, while the magenta and cyan neon lights from the giant billboards outside the window in the eternal rainy night slowly flow on the reflective material of his high-tech jacket, forming dynamic light and shadow. The whole scene is filled with a highly focused, futuristic and slightly decadent cyberpunk atmosphere.", + "seed": 3092, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_7/index_3572_seed_3092_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19536291435360909, + "vlm_logprob": -0.19536291435360909, + "vlm_yes_no_margin": 2.224999988079071, + "vlm_token_credit": -0.19536291435360909, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4746711850166321 + ], + "opposite_logprob_tokens": [ + -0.9746711850166321 + ], + "logprob_reward": -0.4746711850166321, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4746711850166321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10053617507219315, + 0.11888120323419571, + 0.14545777440071106, + 0.11666548997163773, + 0.04319900646805763, + 0.030570708215236664, + 0.03818921744823456, + 0.027227774262428284, + 0.12766245007514954, + 0.2516101896762848 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.4746711850166321 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871350884437561 + ], + "opposite_logprob_tokens": [ + -1.1371350288391113 + ], + "logprob_reward": -0.3871350884437561, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3871350884437561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09182456135749817, + 0.032026804983615875, + 0.21431517601013184, + 0.08542126417160034, + 0.035443104803562164, + 0.02058256044983864, + 0.037990450859069824, + 0.027734998613595963, + 0.059718988835811615, + 0.3949420750141144 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.3871350884437561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054963547736406326 + ], + "opposite_logprob_tokens": [ + -2.9299635887145996 + ], + "logprob_reward": -0.054963547736406326, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054963547736406326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23449328541755676, + 0.052608922123909, + 0.2145642340183258, + 0.10316603630781174, + 0.06290633976459503, + 0.018216805532574654, + 0.040882375091314316, + 0.017926596105098724, + 0.05192287266254425, + 0.20331250131130219 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.054963547736406326 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369925171136856 + ], + "opposite_logprob_tokens": [ + -3.4086992740631104 + ], + "logprob_reward": -0.03369925171136856, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369925171136856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20271554589271545, + 0.092801533639431, + 0.18134106695652008, + 0.06103004142642021, + 0.03611554205417633, + 0.03340134397149086, + 0.09354349970817566, + 0.0700555294752121, + 0.11936507374048233, + 0.10963088274002075 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.03369925171136856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hacker wearing a black high-tech jacket with a massive hood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hacker manipulating a complex three-dimensional holographic DJ booth with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background filled with exposed pipes and cables that look like vines creeping across the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a dimly lit room with flickering LED indicators on server racks in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345498859882355 + ], + "opposite_logprob_tokens": [ + -3.6513454914093018 + ], + "logprob_reward": -0.026345498859882355, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345498859882355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23992511630058289, + 0.05186326801776886, + 0.11507853120565414, + 0.03157157823443413, + 0.02515513077378273, + 0.1300736665725708, + 0.058495454490184784, + 0.03648468106985092, + 0.044915638864040375, + 0.26643696427345276 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.026345498859882355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_8/index_tensor([8934, 8934])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_8/index_tensor([8934, 8934])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..67e20ed8f75a29c0243c1cca1c6a8f28f41176ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_8/index_tensor([8934, 8934])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic cosmic panorama, initially presented in soft focus, slowly zooms in on two doomed stars, pulled toward each other by the relentless pull of gravity. Amidst the deep, serene void of space, on the left stands a massive red supergiant star, its massive, swollen surface roiling with a deep crimson of fiery plasma. On the right, a dense, piercing blue-white neutron star, like a deadly cosmic projectile, its immense gravity subtly warping the surrounding space. As the two stars collide in an ever-accelerating spiral, a silent yet visually stunning supernova explosion is triggered at the moment of contact. A spherical shockwave expands outward at near-light speed, instantly engulfing and ripping apart the massive mass of the red giant, unleashing an all-consuming, dazzling radiance whose intensity momentarily surpasses the entire galaxy, illuminating the entire frame in a pure, searing white, creating an atmosphere of cosmic wonder, both majestic and destructive.", + "seed": 2549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_8/index_8934_seed_2549_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1624537224182859, + "vlm_logprob": -0.1624537224182859, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.1624537224182859, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3622293174266815 + ], + "opposite_logprob_tokens": [ + -1.237229347229004 + ], + "logprob_reward": -0.3622293174266815, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3622293174266815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3577713966369629, + 0.1447283923625946, + 0.10545579344034195, + 0.03618032485246658, + 0.04981805384159088, + 0.037749938666820526, + 0.026705898344516754, + 0.039116378873586655, + 0.10792336612939835, + 0.09455044567584991 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.3622293174266815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013827058719471097 + ], + "opposite_logprob_tokens": [ + -6.626382827758789 + ], + "logprob_reward": -0.0013827058719471097, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013827058719471097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2684563398361206, + 0.08367042988538742, + 0.16527757048606873, + 0.04602067917585373, + 0.04411930590867996, + 0.06314169615507126, + 0.10154443234205246, + 0.06669741868972778, + 0.04875658079981804, + 0.11231556534767151 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0013827058719471097 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658486418426037 + ], + "opposite_logprob_tokens": [ + -4.758658409118652 + ], + "logprob_reward": -0.008658486418426037, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658486418426037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3025500476360321, + 0.15496739745140076, + 0.10964155197143555, + 0.06790051609277725, + 0.05496453121304512, + 0.06769260764122009, + 0.08196483552455902, + 0.0725114569067955, + 0.027760781347751617, + 0.06004619225859642 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008658486418426037 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289146363735199 + ], + "opposite_logprob_tokens": [ + -1.0539146661758423 + ], + "logprob_reward": -0.4289146363735199, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289146363735199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08848117291927338, + 0.09885414689779282, + 0.17229485511779785, + 0.06735841929912567, + 0.036606840789318085, + 0.06972360610961914, + 0.0795137956738472, + 0.09110695868730545, + 0.13427773118019104, + 0.16178244352340698 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.4289146363735199 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09604897350072861, + 0.04030592367053032, + 0.021745406091213226, + 0.04171920567750931, + 0.017906665802001953, + 0.024198995903134346, + 0.024392209947109222, + 0.04780805483460426, + 0.3054725229740143, + 0.3804020583629608 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.011083466000854969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic cosmic panorama, initially presented in soft focus, slowly zooms in on two doomed stars, pulled toward each other by the relentless pull of gravity. Amidst the deep, serene void of space, on the left stands a massive red supergiant star, its massive, swollen surface roiling with a deep crimson of fiery plasma. On the right, a dense, piercing blue-white neutron star, like a deadly cosmic projectile, its immense gravity subtly warping the surrounding space. As the two stars collide in an ever-accelerating spiral, a silent yet visually stunning supernova explosion is triggered at the moment of contact. A spherical shockwave expands outward at near-light speed, instantly engulfing and ripping apart the massive mass of the red giant, unleashing an all-consuming, dazzling radiance whose intensity momentarily surpasses the entire galaxy, illuminating the entire frame in a pure, searing white, creating an atmosphere of cosmic wonder, both majestic and destructive.", + "seed": 2550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_8/index_8934_seed_2550_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10919948779046536, + "vlm_logprob": -0.10919948779046536, + "vlm_yes_no_margin": 3.8249999940395356, + "vlm_token_credit": -0.10919948779046536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4853520691394806 + ], + "opposite_logprob_tokens": [ + -0.9853520393371582 + ], + "logprob_reward": -0.4853520691394806, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4853520691394806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07446279376745224, + 0.04255304113030434, + 0.0273272842168808, + 0.08969145268201828, + 0.10535816103219986, + 0.15180927515029907, + 0.3994240462779999, + 0.04635116830468178, + 0.029994115233421326, + 0.03302864357829094 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.4853520691394806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007672720588743687 + ], + "opposite_logprob_tokens": [ + -4.8826727867126465 + ], + "logprob_reward": -0.007672720588743687, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007672720588743687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5179516673088074, + 0.0339474081993103, + 0.015702510252594948, + 0.05866255611181259, + 0.05927783250808716, + 0.06658361107110977, + 0.12096866965293884, + 0.034866802394390106, + 0.06039624661207199, + 0.03164269030094147 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.007672720588743687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464289728552103 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.00464289728552103, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464289728552103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22799460589885712, + 0.06281363219022751, + 0.039127521216869354, + 0.036159396171569824, + 0.03736585006117821, + 0.10608046501874924, + 0.31789499521255493, + 0.03865420073270798, + 0.07458150386810303, + 0.05932772532105446 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.00464289728552103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307607561349869 + ], + "opposite_logprob_tokens": [ + -3.1680760383605957 + ], + "logprob_reward": -0.04307607561349869, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307607561349869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.151933953166008, + 0.06811049580574036, + 0.059094592928886414, + 0.0413011759519577, + 0.12627671658992767, + 0.022814467549324036, + 0.1746683418750763, + 0.1298348754644394, + 0.1089678406715393, + 0.11699755489826202 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.04307607561349869 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09900221228599548, + 0.07097230106592178, + 0.033025551587343216, + 0.07449410110712051, + 0.06108170002698898, + 0.04822627827525139, + 0.07700805366039276, + 0.19562950730323792, + 0.08033972233533859, + 0.2602205276489258 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.005253676325082779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic cosmic panorama, initially presented in soft focus, slowly zooms in on two doomed stars, pulled toward each other by the relentless pull of gravity. Amidst the deep, serene void of space, on the left stands a massive red supergiant star, its massive, swollen surface roiling with a deep crimson of fiery plasma. On the right, a dense, piercing blue-white neutron star, like a deadly cosmic projectile, its immense gravity subtly warping the surrounding space. As the two stars collide in an ever-accelerating spiral, a silent yet visually stunning supernova explosion is triggered at the moment of contact. A spherical shockwave expands outward at near-light speed, instantly engulfing and ripping apart the massive mass of the red giant, unleashing an all-consuming, dazzling radiance whose intensity momentarily surpasses the entire galaxy, illuminating the entire frame in a pure, searing white, creating an atmosphere of cosmic wonder, both majestic and destructive.", + "seed": 2551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_8/index_8934_seed_2551_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12422501174733043, + "vlm_logprob": -0.12422501174733043, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.12422501174733043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5864112377166748 + ], + "opposite_logprob_tokens": [ + -0.8364112377166748 + ], + "logprob_reward": -0.5864112377166748, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5864112377166748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12819373607635498, + 0.04287930950522423, + 0.10022781789302826, + 0.08958806842565536, + 0.1575430929660797, + 0.2041713148355484, + 0.12186671048402786, + 0.04400665685534477, + 0.06164567172527313, + 0.04987755045294762 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.5864112377166748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028558680787682533 + ], + "opposite_logprob_tokens": [ + -5.8778557777404785 + ], + "logprob_reward": -0.0028558680787682533, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028558680787682533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2589229643344879, + 0.23025786876678467, + 0.06741847842931747, + 0.09022846072912216, + 0.03479725494980812, + 0.03203851357102394, + 0.060794394463300705, + 0.11203781515359879, + 0.06253466010093689, + 0.05096960440278053 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0028558680787682533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624419681727886 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.003624419681727886, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624419681727886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15799088776111603, + 0.23415708541870117, + 0.15102097392082214, + 0.11363764107227325, + 0.04822240024805069, + 0.035779405385255814, + 0.10200238227844238, + 0.060441140085458755, + 0.041510775685310364, + 0.0552373006939888 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.003624419681727886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059772238135338 + ], + "opposite_logprob_tokens": [ + -3.8955976963043213 + ], + "logprob_reward": -0.02059772238135338, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059772238135338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17171233892440796, + 0.06265532225370407, + 0.029728882014751434, + 0.07760430127382278, + 0.07773945480585098, + 0.07735643535852432, + 0.30957114696502686, + 0.11047177761793137, + 0.03612670302391052, + 0.04703362286090851 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.02059772238135338 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635810878127813 + ], + "opposite_logprob_tokens": [ + -4.882635593414307 + ], + "logprob_reward": -0.007635810878127813, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635810878127813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11568444222211838, + 0.08524957299232483, + 0.043106406927108765, + 0.05831463634967804, + 0.14799660444259644, + 0.04268518090248108, + 0.058387964963912964, + 0.08273831754922867, + 0.06699862331151962, + 0.29883816838264465 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.007635810878127813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic cosmic panorama, initially presented in soft focus, slowly zooms in on two doomed stars, pulled toward each other by the relentless pull of gravity. Amidst the deep, serene void of space, on the left stands a massive red supergiant star, its massive, swollen surface roiling with a deep crimson of fiery plasma. On the right, a dense, piercing blue-white neutron star, like a deadly cosmic projectile, its immense gravity subtly warping the surrounding space. As the two stars collide in an ever-accelerating spiral, a silent yet visually stunning supernova explosion is triggered at the moment of contact. A spherical shockwave expands outward at near-light speed, instantly engulfing and ripping apart the massive mass of the red giant, unleashing an all-consuming, dazzling radiance whose intensity momentarily surpasses the entire galaxy, illuminating the entire frame in a pure, searing white, creating an atmosphere of cosmic wonder, both majestic and destructive.", + "seed": 2552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_8/index_8934_seed_2552_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0818212022073567, + "vlm_logprob": -0.0818212022073567, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.0818212022073567, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20481862127780914 + ], + "opposite_logprob_tokens": [ + -1.704818606376648 + ], + "logprob_reward": -0.20481862127780914, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20481862127780914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30137860774993896, + 0.20623011887073517, + 0.03963952139019966, + 0.1601460874080658, + 0.021498724818229675, + 0.015197345055639744, + 0.050374384969472885, + 0.04949020966887474, + 0.05678083747625351, + 0.09926415234804153 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.20481862127780914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904914766550064 + ], + "opposite_logprob_tokens": [ + -2.5790491104125977 + ], + "logprob_reward": -0.07904914766550064, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904914766550064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23871277272701263, + 0.0709940642118454, + 0.07904355973005295, + 0.18127021193504333, + 0.06740165501832962, + 0.023561690002679825, + 0.1133434846997261, + 0.05971867963671684, + 0.06405837088823318, + 0.10189556330442429 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.07904914766550064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903924375772476 + ], + "opposite_logprob_tokens": [ + -2.4640393257141113 + ], + "logprob_reward": -0.08903924375772476, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903924375772476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21809978783130646, + 0.10525690764188766, + 0.0806560143828392, + 0.19345538318157196, + 0.03058699332177639, + 0.029047666117548943, + 0.040528640151023865, + 0.05605711787939072, + 0.09210287779569626, + 0.15420861542224884 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.08903924375772476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370824456214905 + ], + "opposite_logprob_tokens": [ + -3.408708333969116 + ], + "logprob_reward": -0.03370824456214905, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370824456214905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11936075240373611, + 0.05682996287941933, + 0.08551134914159775, + 0.20375479757785797, + 0.053977325558662415, + 0.028294866904616356, + 0.05310006067156792, + 0.07253681868314743, + 0.18824486434459686, + 0.1383892148733139 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.03370824456214905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial view of the scene presented in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive red supergiant star visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense blue-white neutron star visible on the right side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the two stars collide in an accelerating spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with a spherical shockwave expanding outward and illuminating the frame in pure white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002490753773599863 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.002490753773599863, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002490753773599863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1322351098060608, + 0.1266259402036667, + 0.08185793459415436, + 0.1467561423778534, + 0.017644530162215233, + 0.017134780064225197, + 0.028874339535832405, + 0.031629376113414764, + 0.10193362087011337, + 0.31530818343162537 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.002490753773599863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_9/index_tensor([7491, 7491])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_9/index_tensor([7491, 7491])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a0fb298a79db54986638339d71d2b172122daac5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_9/index_tensor([7491, 7491])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme macro close-up, the camera moves forward at an almost imperceptible pace, focusing on a butterfly perched on the petals of a pink peony, drenched in morning dew. Soft morning sunlight filters through a hazy green garden in the background, precisely outlining the butterfly's silhouette. Its wings, initially closed, resemble a delicate, folded jewel, covered in microscopic iridescent scales. A crisscross of sapphire, emerald green, and flame orange creates a symmetrical and intricate pattern like a cathedral stained glass window, threaded with delicate black veins. With a barely perceptible flutter, its paper-like, fragile wings begin to unfold, inch by inch, with a steady, deliberate rhythm, a slow, ritualistic process, until they are fully extended, revealing their breathtaking full range of color and pattern. The edges of the wings glow softly in the golden light, bathing the entire image in a warm glow, creating a tranquil, magical atmosphere filled with the wonder of life.", + "seed": 22318, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_9/index_7491_seed_22318_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.046347564272582534, + "vlm_logprob": -0.046347564272582534, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.046347564272582534, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005683571565896273 + ], + "opposite_logprob_tokens": [ + -5.380683422088623 + ], + "logprob_reward": -0.005683571565896273, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005683571565896273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07226279377937317, + 0.20561063289642334, + 0.18801476061344147, + 0.03970753028988838, + 0.12275202572345734, + 0.23812109231948853, + 0.03623514249920845, + 0.04862513765692711, + 0.021050557494163513, + 0.027620289474725723 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.005683571565896273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109242532402277 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.01109242532402277, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109242532402277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03505901247262955, + 0.17613568902015686, + 0.07275480777025223, + 0.010870967991650105, + 0.28304651379585266, + 0.2897378206253052, + 0.05148528516292572, + 0.029886722564697266, + 0.018180733546614647, + 0.03284236416220665 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.01109242532402277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486740805208683 + ], + "opposite_logprob_tokens": [ + -3.0486741065979004 + ], + "logprob_reward": -0.0486740805208683, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486740805208683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04854705557227135, + 0.05278764292597771, + 0.19336220622062683, + 0.018549421802163124, + 0.19420045614242554, + 0.4044027626514435, + 0.03603681921958923, + 0.021565349772572517, + 0.014335588552057743, + 0.016212716698646545 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.0486740805208683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04943936690688133, + 0.2525441646575928, + 0.11318190395832062, + 0.01142669003456831, + 0.23546473681926727, + 0.2213449627161026, + 0.051707156002521515, + 0.02024090103805065, + 0.01587849296629429, + 0.028771644458174706 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.005947866942733526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033987700939178 + ], + "opposite_logprob_tokens": [ + -1.9103398323059082 + ], + "logprob_reward": -0.16033987700939178, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033987700939178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05098274350166321, + 0.05426662415266037, + 0.15011075139045715, + 0.025154760107398033, + 0.14608576893806458, + 0.48996037244796753, + 0.03095890022814274, + 0.01653815619647503, + 0.023729681968688965, + 0.012212236411869526 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.16033987700939178 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera moves forward at an almost imperceptible pace, focusing on a butterfly perched on the petals of a pink peony, drenched in morning dew. Soft morning sunlight filters through a hazy green garden in the background, precisely outlining the butterfly's silhouette. Its wings, initially closed, resemble a delicate, folded jewel, covered in microscopic iridescent scales. A crisscross of sapphire, emerald green, and flame orange creates a symmetrical and intricate pattern like a cathedral stained glass window, threaded with delicate black veins. With a barely perceptible flutter, its paper-like, fragile wings begin to unfold, inch by inch, with a steady, deliberate rhythm, a slow, ritualistic process, until they are fully extended, revealing their breathtaking full range of color and pattern. The edges of the wings glow softly in the golden light, bathing the entire image in a warm glow, creating a tranquil, magical atmosphere filled with the wonder of life.", + "seed": 22319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_9/index_7491_seed_22319_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05680675897747278, + "vlm_logprob": -0.05680675897747278, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.05680675897747278, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004232496954500675 + ], + "opposite_logprob_tokens": [ + -5.754232406616211 + ], + "logprob_reward": -0.004232496954500675, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004232496954500675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09601403772830963, + 0.0720520168542862, + 0.06288057565689087, + 0.06845330446958542, + 0.09679335355758667, + 0.27522388100624084, + 0.054559655487537384, + 0.13086271286010742, + 0.05087387561798096, + 0.09228650480508804 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.004232496954500675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089478619396687 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089478619396687, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089478619396687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14175541698932648, + 0.06799663603305817, + 0.04461871460080147, + 0.10710349678993225, + 0.2197245955467224, + 0.14779753983020782, + 0.022520439699292183, + 0.0862978994846344, + 0.06354814022779465, + 0.09863707423210144 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.011089478619396687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548773549497128 + ], + "opposite_logprob_tokens": [ + -4.387548923492432 + ], + "logprob_reward": -0.012548773549497128, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548773549497128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1497194617986679, + 0.0476018525660038, + 0.032046012580394745, + 0.09739132225513458, + 0.1103588342666626, + 0.13069258630275726, + 0.10062854737043381, + 0.09918023645877838, + 0.18617942929267883, + 0.0462016686797142 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.012548773549497128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093363881111145 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093363881111145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093363881111145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1762598156929016, + 0.05154183879494667, + 0.09457791596651077, + 0.132050558924675, + 0.0698317289352417, + 0.0622219555079937, + 0.045077886432409286, + 0.09451083838939667, + 0.1601739525794983, + 0.1137535348534584 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.004093363881111145 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520696818828583 + ], + "opposite_logprob_tokens": [ + -1.5020697116851807 + ], + "logprob_reward": -0.2520696818828583, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520696818828583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09363328665494919, + 0.07750634104013443, + 0.06768286228179932, + 0.06033739075064659, + 0.21190252900123596, + 0.11242912709712982, + 0.03037768416106701, + 0.21963120996952057, + 0.04173697158694267, + 0.08476263284683228 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.2520696818828583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera moves forward at an almost imperceptible pace, focusing on a butterfly perched on the petals of a pink peony, drenched in morning dew. Soft morning sunlight filters through a hazy green garden in the background, precisely outlining the butterfly's silhouette. Its wings, initially closed, resemble a delicate, folded jewel, covered in microscopic iridescent scales. A crisscross of sapphire, emerald green, and flame orange creates a symmetrical and intricate pattern like a cathedral stained glass window, threaded with delicate black veins. With a barely perceptible flutter, its paper-like, fragile wings begin to unfold, inch by inch, with a steady, deliberate rhythm, a slow, ritualistic process, until they are fully extended, revealing their breathtaking full range of color and pattern. The edges of the wings glow softly in the golden light, bathing the entire image in a warm glow, creating a tranquil, magical atmosphere filled with the wonder of life.", + "seed": 22320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_9/index_7491_seed_22320_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05653767520561814, + "vlm_logprob": -0.05653767520561814, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.05653767520561814, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005562541540712118 + ], + "opposite_logprob_tokens": [ + -5.6305623054504395 + ], + "logprob_reward": -0.005562541540712118, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.005562541540712118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.268632173538208, + 0.07385795563459396, + 0.06129787117242813, + 0.06898404657840729, + 0.06298180669546127, + 0.08381026238203049, + 0.0781511589884758, + 0.19784976541996002, + 0.06350453197956085, + 0.04093044996261597 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.005562541540712118 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332243137061596 + ], + "opposite_logprob_tokens": [ + -3.773322343826294 + ], + "logprob_reward": -0.02332243137061596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332243137061596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26299071311950684, + 0.0308034960180521, + 0.037346694618463516, + 0.09773394465446472, + 0.03900788724422455, + 0.07455828785896301, + 0.10036652535200119, + 0.19433771073818207, + 0.09279809147119522, + 0.07005661725997925 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.02332243137061596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060110867023468 + ], + "opposite_logprob_tokens": [ + -3.8956010341644287 + ], + "logprob_reward": -0.02060110867023468, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060110867023468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17538347840309143, + 0.09253443777561188, + 0.24904535710811615, + 0.1283903568983078, + 0.08314687013626099, + 0.04206501692533493, + 0.05854858458042145, + 0.06972325593233109, + 0.0630284771323204, + 0.0381341390311718 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02060110867023468 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762906763702631 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.00762906763702631, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762906763702631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1480647474527359, + 0.07344837486743927, + 0.1145906075835228, + 0.14979763329029083, + 0.11412297189235687, + 0.09763946384191513, + 0.09491010010242462, + 0.070955790579319, + 0.09264615178108215, + 0.04382419213652611 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.00762906763702631 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557322680950165 + ], + "opposite_logprob_tokens": [ + -1.600573182106018 + ], + "logprob_reward": -0.22557322680950165, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557322680950165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270063817501068, + 0.042323168367147446, + 0.09259457141160965, + 0.22017252445220947, + 0.0897771418094635, + 0.059514958411455154, + 0.14506058394908905, + 0.07240074872970581, + 0.08087927848100662, + 0.07027068734169006 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.22557322680950165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera moves forward at an almost imperceptible pace, focusing on a butterfly perched on the petals of a pink peony, drenched in morning dew. Soft morning sunlight filters through a hazy green garden in the background, precisely outlining the butterfly's silhouette. Its wings, initially closed, resemble a delicate, folded jewel, covered in microscopic iridescent scales. A crisscross of sapphire, emerald green, and flame orange creates a symmetrical and intricate pattern like a cathedral stained glass window, threaded with delicate black veins. With a barely perceptible flutter, its paper-like, fragile wings begin to unfold, inch by inch, with a steady, deliberate rhythm, a slow, ritualistic process, until they are fully extended, revealing their breathtaking full range of color and pattern. The edges of the wings glow softly in the golden light, bathing the entire image in a warm glow, creating a tranquil, magical atmosphere filled with the wonder of life.", + "seed": 22321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000043/group_9/index_7491_seed_22321_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.048152332473546264, + "vlm_logprob": -0.048152332473546264, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.048152332473546264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00643656961619854 + ], + "opposite_logprob_tokens": [ + -5.256436347961426 + ], + "logprob_reward": -0.00643656961619854, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00643656961619854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03530983254313469, + 0.030818719416856766, + 0.034812506288290024, + 0.027055049315094948, + 0.018818026408553123, + 0.3172772228717804, + 0.42272794246673584, + 0.03161374479532242, + 0.05507047474384308, + 0.02649644948542118 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.00643656961619854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372772037982941 + ], + "opposite_logprob_tokens": [ + -3.4087276458740234 + ], + "logprob_reward": -0.03372772037982941, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372772037982941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0422440804541111, + 0.072787806391716, + 0.054098356515169144, + 0.18258656561374664, + 0.051718924194574356, + 0.3997131586074829, + 0.05336718633770943, + 0.10160256177186966, + 0.026951873674988747, + 0.014929492957890034 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.03372772037982941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016084320843219757 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.016084320843219757, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016084320843219757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0587364137172699, + 0.06241583451628685, + 0.11421128362417221, + 0.07689620554447174, + 0.11092723906040192, + 0.35751935839653015, + 0.08361071348190308, + 0.022239530459046364, + 0.0924704447388649, + 0.020972976461052895 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.016084320843219757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02420404553413391, + 0.014114927500486374, + 0.019502872601151466, + 0.03635939210653305, + 0.038108374923467636, + 0.09090735018253326, + 0.6275708079338074, + 0.023995058611035347, + 0.1024458184838295, + 0.022791355848312378 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.004637439269572496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a butterfly perched on a pink peony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a hazy green garden with soft morning sunlight filtering through?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the butterfly's wings initially closed, resembling a folded jewel with microscopic iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the wings unfold slowly and deliberately from a closed state to a fully extended state?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward at an almost imperceptible pace throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987561225891113 + ], + "opposite_logprob_tokens": [ + -1.8048756122589111 + ], + "logprob_reward": -0.17987561225891113, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987561225891113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024929506704211235, + 0.013984927907586098, + 0.023258117958903313, + 0.04883507266640663, + 0.045836206525564194, + 0.17643706500530243, + 0.5100682377815247, + 0.024676838889718056, + 0.12129444628953934, + 0.010679572820663452 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.17987561225891113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_0/index_tensor([9953, 9953])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_0/index_tensor([9953, 9953])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bfbee242a8091b3fcd4fdbd6afab59cc7a6ae1a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_0/index_tensor([9953, 9953])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium-length shot slowly zooms in, focusing on the gnarled trunk of a southern orchid tree, which dominates a desolate white space. The entire scene is rendered in JoJo's signature style: a world of extreme high-contrast black and white, with deep, absolute black carved into brilliant, pure white. The trunk itself is a menacing and muscular figure, its twisted and convex forms striking a dramatic pose, defined by rough, graphic shading that emphasizes every contour. Its ancient bark audibly cracks and splinters under immense internal pressure, cracks spreading as rapidly as black lightning. From these newly formed fractures, smooth, perfectly spherical black spheres erupt directly from the wood, growing rapidly and powerfully. They expand explosively and decisively, pushing the broken bark into its full size in an uninterrupted, unnatural sequence. Their polished, inky black surfaces catch the harsh light with a sharp, mirror-like radiance, creating an atmosphere of tension and otherworldliness.", + "seed": 18575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_0/index_9953_seed_18575_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06137202989775688, + "vlm_logprob": -0.06137202989775688, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.06137202989775688, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05383705720305443 + ], + "opposite_logprob_tokens": [ + -3.0538370609283447 + ], + "logprob_reward": -0.05383705720305443, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05383705720305443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18994206190109253, + 0.07179083675146103, + 0.07662060111761093, + 0.05650262534618378, + 0.04310344159603119, + 0.10301977396011353, + 0.10971903800964355, + 0.26463907957077026, + 0.04656355082988739, + 0.038098908960819244 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.05383705720305443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098437942564487 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098437942564487, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098437942564487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3063814640045166, + 0.06588706374168396, + 0.058740079402923584, + 0.04500221833586693, + 0.05544552206993103, + 0.07119660079479218, + 0.2120722085237503, + 0.08153899759054184, + 0.05068887397646904, + 0.05304689332842827 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.011098437942564487 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019431296968832612 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.0019431296968832612, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019431296968832612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21399246156215668, + 0.04780079796910286, + 0.04321471229195595, + 0.07548066228628159, + 0.03707175329327583, + 0.07419847697019577, + 0.3455098271369934, + 0.060553424060344696, + 0.05250461772084236, + 0.049673255532979965 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0019431296968832612 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295204609632492 + ], + "opposite_logprob_tokens": [ + -2.2379519939422607 + ], + "logprob_reward": -0.11295204609632492, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295204609632492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11529885977506638, + 0.04268604516983032, + 0.0356956347823143, + 0.07311846315860748, + 0.045266278088092804, + 0.09533893316984177, + 0.4433102309703827, + 0.07815093547105789, + 0.03126618266105652, + 0.039868418127298355 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.11295204609632492 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702947854995728 + ], + "opposite_logprob_tokens": [ + -2.1270294189453125 + ], + "logprob_reward": -0.12702947854995728, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702947854995728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07108411192893982, + 0.09895319491624832, + 0.0577235147356987, + 0.08227753639221191, + 0.059412021189928055, + 0.047040972858667374, + 0.3548907935619354, + 0.07777278870344162, + 0.09558869153261185, + 0.05525637045502663 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.12702947854995728 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length shot slowly zooms in, focusing on the gnarled trunk of a southern orchid tree, which dominates a desolate white space. The entire scene is rendered in JoJo's signature style: a world of extreme high-contrast black and white, with deep, absolute black carved into brilliant, pure white. The trunk itself is a menacing and muscular figure, its twisted and convex forms striking a dramatic pose, defined by rough, graphic shading that emphasizes every contour. Its ancient bark audibly cracks and splinters under immense internal pressure, cracks spreading as rapidly as black lightning. From these newly formed fractures, smooth, perfectly spherical black spheres erupt directly from the wood, growing rapidly and powerfully. They expand explosively and decisively, pushing the broken bark into its full size in an uninterrupted, unnatural sequence. Their polished, inky black surfaces catch the harsh light with a sharp, mirror-like radiance, creating an atmosphere of tension and otherworldliness.", + "seed": 18576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_0/index_9953_seed_18576_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10312200889457017, + "vlm_logprob": -0.10312200889457017, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.10312200889457017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07839486747980118 + ], + "opposite_logprob_tokens": [ + -2.703394889831543 + ], + "logprob_reward": -0.07839486747980118, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07839486747980118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23915502429008484, + 0.036860719323158264, + 0.18089734017848969, + 0.16233257949352264, + 0.05886038392782211, + 0.08667761087417603, + 0.047474101185798645, + 0.01944545842707157, + 0.047419473528862, + 0.12087729573249817 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07839486747980118 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032089666929095984 + ], + "opposite_logprob_tokens": [ + -5.753209114074707 + ], + "logprob_reward": -0.0032089666929095984, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032089666929095984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10471577942371368, + 0.0499291829764843, + 0.15416446328163147, + 0.06623459607362747, + 0.07318001240491867, + 0.11595811694860458, + 0.050480060279369354, + 0.1634269654750824, + 0.07823635637760162, + 0.14367444813251495 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.0032089666929095984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010451575508341193 + ], + "opposite_logprob_tokens": [ + -6.876045227050781 + ], + "logprob_reward": -0.0010451575508341193, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010451575508341193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1811092346906662, + 0.027094602584838867, + 0.12924304604530334, + 0.1116718053817749, + 0.09837353229522705, + 0.05270322039723396, + 0.10922432690858841, + 0.03589498996734619, + 0.05870663747191429, + 0.1959785521030426 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.0010451575508341193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040955008007586 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.0040955008007586, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040955008007586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10995038598775864, + 0.066431425511837, + 0.12648959457874298, + 0.05352742597460747, + 0.05725613981485367, + 0.07005082070827484, + 0.14308477938175201, + 0.1007150411605835, + 0.09214238822460175, + 0.18035200238227844 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.0040955008007586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42886555194854736 + ], + "opposite_logprob_tokens": [ + -1.0538655519485474 + ], + "logprob_reward": -0.42886555194854736, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42886555194854736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11335472017526627, + 0.04946195334196091, + 0.049367550760507584, + 0.13057932257652283, + 0.09431318193674088, + 0.06561160832643509, + 0.2923680245876312, + 0.062445010989904404, + 0.0737544372677803, + 0.06874416023492813 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.42886555194854736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length shot slowly zooms in, focusing on the gnarled trunk of a southern orchid tree, which dominates a desolate white space. The entire scene is rendered in JoJo's signature style: a world of extreme high-contrast black and white, with deep, absolute black carved into brilliant, pure white. The trunk itself is a menacing and muscular figure, its twisted and convex forms striking a dramatic pose, defined by rough, graphic shading that emphasizes every contour. Its ancient bark audibly cracks and splinters under immense internal pressure, cracks spreading as rapidly as black lightning. From these newly formed fractures, smooth, perfectly spherical black spheres erupt directly from the wood, growing rapidly and powerfully. They expand explosively and decisively, pushing the broken bark into its full size in an uninterrupted, unnatural sequence. Their polished, inky black surfaces catch the harsh light with a sharp, mirror-like radiance, creating an atmosphere of tension and otherworldliness.", + "seed": 18577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_0/index_9953_seed_18577_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -1.1442558601498605, + "vlm_logprob": -1.1442558601498605, + "vlm_yes_no_margin": 0.95, + "vlm_token_credit": -1.1442558601498605, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -5.006985664367676 + ], + "opposite_logprob_tokens": [ + -0.006985645741224289 + ], + "logprob_reward": -5.006985664367676, + "yes_no_margin_reward": -5.0, + "token_credit_reward": -5.006985664367676, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11655373126268387, + 0.04299593344330788, + 0.05759386718273163, + 0.05295431986451149, + 0.0804094448685646, + 0.03872411698102951, + 0.03787709027528763, + 0.20612798631191254, + 0.04772094637155533, + 0.3190425634384155 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -5.006985664367676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020766686648130417 + ], + "opposite_logprob_tokens": [ + -3.8957667350769043 + ], + "logprob_reward": -0.020766686648130417, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020766686648130417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07939460128545761, + 0.054596997797489166, + 0.05277447775006294, + 0.05107775330543518, + 0.06294622272253036, + 0.039268434047698975, + 0.09736470878124237, + 0.16569644212722778, + 0.05683063715696335, + 0.340049684047699 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.020766686648130417 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0550832599401474 + ], + "opposite_logprob_tokens": [ + -2.9300832748413086 + ], + "logprob_reward": -0.0550832599401474, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0550832599401474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10682999342679977, + 0.025301910936832428, + 0.06012675166130066, + 0.08220568299293518, + 0.145332470536232, + 0.04054513946175575, + 0.021166427060961723, + 0.2308010309934616, + 0.033577609807252884, + 0.25411298871040344 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.0550832599401474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062139254063367844 + ], + "opposite_logprob_tokens": [ + -2.8121392726898193 + ], + "logprob_reward": -0.062139254063367844, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062139254063367844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06390248984098434, + 0.08958854526281357, + 0.04527881368994713, + 0.058483727276325226, + 0.10971730202436447, + 0.032023150473833084, + 0.14212311804294586, + 0.3056637942790985, + 0.027560612186789513, + 0.12565846741199493 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.062139254063367844 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5763044357299805 + ], + "opposite_logprob_tokens": [ + -0.8263044357299805 + ], + "logprob_reward": -0.5763044357299805, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5763044357299805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10265538841485977, + 0.06778944283723831, + 0.15024010837078094, + 0.05530871823430061, + 0.19912810623645782, + 0.03560779616236687, + 0.11887156218290329, + 0.15360631048679352, + 0.05267849564552307, + 0.06411408632993698 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.5763044357299805 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-length shot slowly zooms in, focusing on the gnarled trunk of a southern orchid tree, which dominates a desolate white space. The entire scene is rendered in JoJo's signature style: a world of extreme high-contrast black and white, with deep, absolute black carved into brilliant, pure white. The trunk itself is a menacing and muscular figure, its twisted and convex forms striking a dramatic pose, defined by rough, graphic shading that emphasizes every contour. Its ancient bark audibly cracks and splinters under immense internal pressure, cracks spreading as rapidly as black lightning. From these newly formed fractures, smooth, perfectly spherical black spheres erupt directly from the wood, growing rapidly and powerfully. They expand explosively and decisively, pushing the broken bark into its full size in an uninterrupted, unnatural sequence. Their polished, inky black surfaces catch the harsh light with a sharp, mirror-like radiance, creating an atmosphere of tension and otherworldliness.", + "seed": 18578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_0/index_9953_seed_18578_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02926344600273296, + "vlm_logprob": -0.02926344600273296, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.02926344600273296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03652302548289299 + ], + "opposite_logprob_tokens": [ + -3.4115231037139893 + ], + "logprob_reward": -0.03652302548289299, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03652302548289299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5885227918624878, + 0.0424191989004612, + 0.07666181027889252, + 0.047837577760219574, + 0.06074041500687599, + 0.035204824060201645, + 0.022555001080036163, + 0.03084072656929493, + 0.04361787438392639, + 0.05159986764192581 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03652302548289299 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019487215904518962 + ], + "opposite_logprob_tokens": [ + -6.251948833465576 + ], + "logprob_reward": -0.0019487215904518962, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019487215904518962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.391426146030426, + 0.07624251395463943, + 0.0544382706284523, + 0.03027176670730114, + 0.035105276852846146, + 0.09751676768064499, + 0.16274093091487885, + 0.04492892324924469, + 0.053393978625535965, + 0.053935419768095016 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0019487215904518962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008141063735820353 + ], + "opposite_logprob_tokens": [ + -7.125813961029053 + ], + "logprob_reward": -0.0008141063735820353, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008141063735820353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4085322916507721, + 0.06089046970009804, + 0.08691999316215515, + 0.015068329870700836, + 0.030303655192255974, + 0.11106663942337036, + 0.08684425055980682, + 0.02011176384985447, + 0.07592205703258514, + 0.1043405830860138 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0008141063735820353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738202180713415 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738202180713415, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738202180713415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3347608745098114, + 0.050735220313072205, + 0.03068437986075878, + 0.025722378864884377, + 0.02527003362774849, + 0.1382150948047638, + 0.11739706248044968, + 0.029891029000282288, + 0.18083137273788452, + 0.06649252027273178 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.006738202180713415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium-length shot focusing on a gnarled southern orchid tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in extreme high-contrast black and white with deep black and pure white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tree trunk exhibit twisted, convex forms with rough, graphic shading emphasizing contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smooth, perfectly spherical black spheres erupt from cracks in the bark and expand rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly zoom in on the tree trunk throughout the video?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029317438602448 + ], + "opposite_logprob_tokens": [ + -2.3502931594848633 + ], + "logprob_reward": -0.10029317438602448, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029317438602448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.309207558631897, + 0.15274639427661896, + 0.19993115961551666, + 0.03294559568166733, + 0.09783810377120972, + 0.03948595002293587, + 0.08552595227956772, + 0.024706291034817696, + 0.03758372738957405, + 0.020029280334711075 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.10029317438602448 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_1/index_tensor([7729, 7729])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_1/index_tensor([7729, 7729])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d6805f7ec0f97f27980e5bc653e828d0ec967d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_1/index_tensor([7729, 7729])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, dynamic tracking shot follows a fully armored knight and his steed, the camera synchronizing them as they speed through a vast birch forest. The knight, clad in a full suit of meticulously polished, shimmering steel plate armor and a closed-faced helmet, his face obscured. A heavy crimson cape billows behind him at full speed, like a streak of flame. He leans forward, gripping the reins tightly, steadily guiding a powerful, muscular warhorse with a coat as sleek as obsidian. Golden afternoon sunlight penetrates the towering silvery-white birch canopy, casting a shifting, dappled light on the forest floor carpeted with golden and russet fallen leaves. With every powerful kick of the warhorse, its iron-shod hooves would suddenly lift the thick layer of dry fallen leaves on the ground backwards, forming a golden trail that spun, danced, and lingered behind them. The whole picture was full of a sense of speed and power. The rapid changes in light and shadow were intertwined with the flying fallen leaves, creating a tense and magnificent atmosphere of epic adventure.", + "seed": 3222, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_1/index_7729_seed_3222_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.36809560097754, + "vlm_logprob": -0.36809560097754, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.36809560097754, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.643453061580658 + ], + "opposite_logprob_tokens": [ + -0.893453061580658 + ], + "logprob_reward": -0.643453061580658, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.643453061580658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24047674238681793, + 0.08477344363927841, + 0.042469803243875504, + 0.10697392374277115, + 0.09892119467258453, + 0.24952445924282074, + 0.023190632462501526, + 0.020878184586763382, + 0.04086114093661308, + 0.09193038940429688 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.643453061580658 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743075966835022 + ], + "opposite_logprob_tokens": [ + -0.4743075966835022 + ], + "logprob_reward": -0.9743075966835022, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743075966835022, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22224140167236328, + 0.15136368572711945, + 0.06819460541009903, + 0.08341693878173828, + 0.05675661563873291, + 0.026690658181905746, + 0.17730474472045898, + 0.03870278224349022, + 0.04407541826367378, + 0.13125315308570862 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.9743075966835022 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08914076536893845 + ], + "opposite_logprob_tokens": [ + -2.4641406536102295 + ], + "logprob_reward": -0.08914076536893845, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08914076536893845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10319294035434723, + 0.06499756872653961, + 0.08126513659954071, + 0.10316204279661179, + 0.16132628917694092, + 0.12900583446025848, + 0.06861358880996704, + 0.023312123492360115, + 0.18625712394714355, + 0.0788673609495163 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.08914076536893845 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297301948070526 + ], + "opposite_logprob_tokens": [ + -2.2379729747772217 + ], + "logprob_reward": -0.11297301948070526, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297301948070526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2962413430213928, + 0.039456404745578766, + 0.045616649091243744, + 0.10840184986591339, + 0.09379667043685913, + 0.03096448816359043, + 0.06101059913635254, + 0.024232810363173485, + 0.22887036204338074, + 0.07140883058309555 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.11297301948070526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020603561773896217 + ], + "opposite_logprob_tokens": [ + -3.895603656768799 + ], + "logprob_reward": -0.020603561773896217, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020603561773896217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2163383811712265, + 0.05375257506966591, + 0.0624651238322258, + 0.11473798751831055, + 0.1064133495092392, + 0.04464820772409439, + 0.1380266696214676, + 0.041247934103012085, + 0.11330263316631317, + 0.10906709730625153 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.020603561773896217 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a fully armored knight and his steed, the camera synchronizing them as they speed through a vast birch forest. The knight, clad in a full suit of meticulously polished, shimmering steel plate armor and a closed-faced helmet, his face obscured. A heavy crimson cape billows behind him at full speed, like a streak of flame. He leans forward, gripping the reins tightly, steadily guiding a powerful, muscular warhorse with a coat as sleek as obsidian. Golden afternoon sunlight penetrates the towering silvery-white birch canopy, casting a shifting, dappled light on the forest floor carpeted with golden and russet fallen leaves. With every powerful kick of the warhorse, its iron-shod hooves would suddenly lift the thick layer of dry fallen leaves on the ground backwards, forming a golden trail that spun, danced, and lingered behind them. The whole picture was full of a sense of speed and power. The rapid changes in light and shadow were intertwined with the flying fallen leaves, creating a tense and magnificent atmosphere of epic adventure.", + "seed": 3223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_1/index_7729_seed_3223_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2622331280261278, + "vlm_logprob": -0.2622331280261278, + "vlm_yes_no_margin": 2.000000011920929, + "vlm_token_credit": -0.2622331280261278, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48785895109176636 + ], + "opposite_logprob_tokens": [ + -1.1128590106964111 + ], + "logprob_reward": -0.48785895109176636, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.48785895109176636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22911961376667023, + 0.17281559109687805, + 0.06125589460134506, + 0.09445226937532425, + 0.06465126574039459, + 0.09871052950620651, + 0.07813269644975662, + 0.060165222734212875, + 0.07197697460651398, + 0.06871998310089111 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.48785895109176636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328357458114624 + ], + "opposite_logprob_tokens": [ + -0.7578357458114624 + ], + "logprob_reward": -0.6328357458114624, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328357458114624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13592837750911713, + 0.28131943941116333, + 0.07369264215230942, + 0.05699967220425606, + 0.20215895771980286, + 0.03649907559156418, + 0.026543421670794487, + 0.07749473303556442, + 0.034896865487098694, + 0.07446679472923279 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.6328357458114624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904694229364395 + ], + "opposite_logprob_tokens": [ + -2.5790469646453857 + ], + "logprob_reward": -0.07904694229364395, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904694229364395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1606162190437317, + 0.11502569168806076, + 0.1757155805826187, + 0.03671185299754143, + 0.14531467854976654, + 0.03790001571178436, + 0.07458548992872238, + 0.0410270132124424, + 0.06702601909637451, + 0.1460774540901184 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.07904694229364395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033900290727615 + ], + "opposite_logprob_tokens": [ + -2.350338935852051 + ], + "logprob_reward": -0.10033900290727615, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033900290727615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21047548949718475, + 0.06417026370763779, + 0.04336647316813469, + 0.03917844593524933, + 0.0472598560154438, + 0.08840195834636688, + 0.05697179213166237, + 0.03323272615671158, + 0.025284290313720703, + 0.3916586935520172 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.10033900290727615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084998026490211 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011084998026490211, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084998026490211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2800670266151428, + 0.1426396369934082, + 0.047510720789432526, + 0.10348676145076752, + 0.04907120391726494, + 0.09049481153488159, + 0.15715345740318298, + 0.02494231052696705, + 0.051213353872299194, + 0.05342070013284683 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.011084998026490211 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a fully armored knight and his steed, the camera synchronizing them as they speed through a vast birch forest. The knight, clad in a full suit of meticulously polished, shimmering steel plate armor and a closed-faced helmet, his face obscured. A heavy crimson cape billows behind him at full speed, like a streak of flame. He leans forward, gripping the reins tightly, steadily guiding a powerful, muscular warhorse with a coat as sleek as obsidian. Golden afternoon sunlight penetrates the towering silvery-white birch canopy, casting a shifting, dappled light on the forest floor carpeted with golden and russet fallen leaves. With every powerful kick of the warhorse, its iron-shod hooves would suddenly lift the thick layer of dry fallen leaves on the ground backwards, forming a golden trail that spun, danced, and lingered behind them. The whole picture was full of a sense of speed and power. The rapid changes in light and shadow were intertwined with the flying fallen leaves, creating a tense and magnificent atmosphere of epic adventure.", + "seed": 3224, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_1/index_7729_seed_3224_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.388049703091383, + "vlm_logprob": -0.388049703091383, + "vlm_yes_no_margin": 1.9500000119209289, + "vlm_token_credit": -0.388049703091383, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6965370774269104 + ], + "opposite_logprob_tokens": [ + -0.8215370774269104 + ], + "logprob_reward": -0.6965370774269104, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6965370774269104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2329626977443695, + 0.14219312369823456, + 0.04933824762701988, + 0.11466482281684875, + 0.03194046393036842, + 0.049000415951013565, + 0.06776837259531021, + 0.2102278172969818, + 0.06017162650823593, + 0.04173235595226288 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.6965370774269104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539355278015137 + ], + "opposite_logprob_tokens": [ + -0.42893558740615845 + ], + "logprob_reward": -1.0539355278015137, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0539355278015137, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21611818671226501, + 0.0961524248123169, + 0.039907436817884445, + 0.029733868315815926, + 0.06377044320106506, + 0.2905394732952118, + 0.05414276570081711, + 0.08783195912837982, + 0.08463313430547714, + 0.03717027232050896 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -1.0539355278015137 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16047675907611847 + ], + "opposite_logprob_tokens": [ + -1.910476803779602 + ], + "logprob_reward": -0.16047675907611847, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16047675907611847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38600704073905945, + 0.24481835961341858, + 0.05581818148493767, + 0.0254240520298481, + 0.02404623106122017, + 0.17304974794387817, + 0.029393987730145454, + 0.02030312456190586, + 0.030112242326140404, + 0.011027052067220211 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.16047675907611847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091010645031929 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091010645031929, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091010645031929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21642057597637177, + 0.13399703800678253, + 0.2332640141248703, + 0.030820727348327637, + 0.06715640425682068, + 0.09580771625041962, + 0.10873434692621231, + 0.04285213723778725, + 0.047735292464494705, + 0.023211713880300522 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.011091010645031929 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820814050734043 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.01820814050734043, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820814050734043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18716606497764587, + 0.09506207704544067, + 0.0381462387740612, + 0.028396982699632645, + 0.026863394305109978, + 0.3919219970703125, + 0.034284599125385284, + 0.07794728130102158, + 0.09159533679485321, + 0.028616052120923996 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.01820814050734043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows a fully armored knight and his steed, the camera synchronizing them as they speed through a vast birch forest. The knight, clad in a full suit of meticulously polished, shimmering steel plate armor and a closed-faced helmet, his face obscured. A heavy crimson cape billows behind him at full speed, like a streak of flame. He leans forward, gripping the reins tightly, steadily guiding a powerful, muscular warhorse with a coat as sleek as obsidian. Golden afternoon sunlight penetrates the towering silvery-white birch canopy, casting a shifting, dappled light on the forest floor carpeted with golden and russet fallen leaves. With every powerful kick of the warhorse, its iron-shod hooves would suddenly lift the thick layer of dry fallen leaves on the ground backwards, forming a golden trail that spun, danced, and lingered behind them. The whole picture was full of a sense of speed and power. The rapid changes in light and shadow were intertwined with the flying fallen leaves, creating a tense and magnificent atmosphere of epic adventure.", + "seed": 3225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_1/index_7729_seed_3225_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3261084657162428, + "vlm_logprob": -0.3261084657162428, + "vlm_yes_no_margin": 1.85, + "vlm_token_credit": -0.3261084657162428, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6603170037269592 + ], + "opposite_logprob_tokens": [ + -0.9103170037269592 + ], + "logprob_reward": -0.6603170037269592, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6603170037269592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21203294396400452, + 0.18358437716960907, + 0.05410117655992508, + 0.07171342521905899, + 0.10394744575023651, + 0.0816308856010437, + 0.058098629117012024, + 0.023672737181186676, + 0.1547800451517105, + 0.05643836781382561 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.6603170037269592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578588128089905 + ], + "opposite_logprob_tokens": [ + -0.6328588128089905 + ], + "logprob_reward": -0.7578588128089905, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578588128089905, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1357700228691101, + 0.051082126796245575, + 0.048489272594451904, + 0.05496549606323242, + 0.06783907860517502, + 0.06266117841005325, + 0.042197249829769135, + 0.27020370960235596, + 0.10942035168409348, + 0.15737153589725494 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.7578588128089905 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16044872999191284 + ], + "opposite_logprob_tokens": [ + -1.9104487895965576 + ], + "logprob_reward": -0.16044872999191284, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16044872999191284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49919596314430237, + 0.05773341283202171, + 0.0549001581966877, + 0.08594400435686111, + 0.07679077237844467, + 0.04479261487722397, + 0.02735191583633423, + 0.036303114145994186, + 0.0517277754843235, + 0.06526029109954834 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.16044872999191284 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371607884764671 + ], + "opposite_logprob_tokens": [ + -3.4087159633636475 + ], + "logprob_reward": -0.03371607884764671, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371607884764671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07564109563827515, + 0.06819800287485123, + 0.14562538266181946, + 0.08510153740644455, + 0.061153966933488846, + 0.10704019665718079, + 0.035530224442481995, + 0.053490836173295975, + 0.06611315906047821, + 0.3021056652069092 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.03371607884764671 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the knight wearing a full suit of polished steel plate armor with a closed-faced helmet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warhorse's coat black and sleek like obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy crimson cape billow behind the knight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the horse's iron-shod hooves kick up dry fallen leaves forming a spinning golden trail behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820170320570469 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.01820170320570469, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820170320570469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3788183629512787, + 0.059739548712968826, + 0.1266096979379654, + 0.07322429865598679, + 0.1209913045167923, + 0.01786188781261444, + 0.044952522963285446, + 0.03311143070459366, + 0.08927980065345764, + 0.05541113018989563 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.01820170320570469 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_10/index_tensor([8854, 8854])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_10/index_tensor([8854, 8854])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..98d48df2ceabfa4c510c6ea12dfb52f359dfcb0f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_10/index_tensor([8854, 8854])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins in absolute darkness, then a static media close-up is violently illuminated by a massive, silent lightning bolt. In an instant, a brilliant, icy white light streaks across the void: a cluster of hard, perfectly spherical black fungi clinging tenaciously to a rotting, moss-covered log. Each sphere's carbonaceous surface, covered in a series of fine cracks, glitters with slick rainwater, its convex shapes catching the harsh light with sharp, mirrored points. Just as suddenly, the world plunges back into deep darkness. From this void, the camera begins a slow, deliberate downward tilt, transitioning into extreme close-up, carefully following a heavy, spherical raindrop as it traces a sticky path along the curved surface of one of the fungi. The transparent drop distorts the matte black texture beneath, its journey a mesmerizing micro-event following the raging, silent aftermath of the storm. The entire visual is captured with a stark, high-contrast digital look, characterized by piercing whites and deep, engrossing blacks, creating an atmosphere of tension, mystery, and intense concentration.", + "seed": 28608, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_10/index_8854_seed_28608_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09678105777129531, + "vlm_logprob": -0.09678105777129531, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.09678105777129531, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4302029311656952 + ], + "opposite_logprob_tokens": [ + -1.0552029609680176 + ], + "logprob_reward": -0.4302029311656952, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4302029311656952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23746848106384277, + 0.06178848817944527, + 0.25449010729789734, + 0.06656516343355179, + 0.09984149038791656, + 0.0380113311111927, + 0.041495442390441895, + 0.058455441147089005, + 0.05144466832280159, + 0.09043936431407928 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.4302029311656952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609042100608349 + ], + "opposite_logprob_tokens": [ + -4.141090393066406 + ], + "logprob_reward": -0.01609042100608349, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609042100608349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09659869968891144, + 0.13663539290428162, + 0.16358579695224762, + 0.04990089684724808, + 0.1160985678434372, + 0.0519777312874794, + 0.07733798772096634, + 0.030078090727329254, + 0.18816249072551727, + 0.08962437510490417 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.01609042100608349 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954384338110685 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954384338110685, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954384338110685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1502905935049057, + 0.06825027614831924, + 0.25179582834243774, + 0.04764777421951294, + 0.1090853214263916, + 0.037984393537044525, + 0.04161177948117256, + 0.06329267472028732, + 0.13779208064079285, + 0.09224922209978104 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.005954384338110685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078514158725739 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078514158725739, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078514158725739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09769099950790405, + 0.05882422253489494, + 0.1871701180934906, + 0.03700346499681473, + 0.07498364895582199, + 0.07796823978424072, + 0.06064104288816452, + 0.061140529811382294, + 0.2339528501033783, + 0.11062487214803696 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.011078514158725739 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579038187861443 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579038187861443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579038187861443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15737903118133545, + 0.03560207784175873, + 0.2456226497888565, + 0.05048619583249092, + 0.19699251651763916, + 0.0871344730257988, + 0.07806195318698883, + 0.0374486930668354, + 0.06131497770547867, + 0.0499575138092041 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.020579038187861443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins in absolute darkness, then a static media close-up is violently illuminated by a massive, silent lightning bolt. In an instant, a brilliant, icy white light streaks across the void: a cluster of hard, perfectly spherical black fungi clinging tenaciously to a rotting, moss-covered log. Each sphere's carbonaceous surface, covered in a series of fine cracks, glitters with slick rainwater, its convex shapes catching the harsh light with sharp, mirrored points. Just as suddenly, the world plunges back into deep darkness. From this void, the camera begins a slow, deliberate downward tilt, transitioning into extreme close-up, carefully following a heavy, spherical raindrop as it traces a sticky path along the curved surface of one of the fungi. The transparent drop distorts the matte black texture beneath, its journey a mesmerizing micro-event following the raging, silent aftermath of the storm. The entire visual is captured with a stark, high-contrast digital look, characterized by piercing whites and deep, engrossing blacks, creating an atmosphere of tension, mystery, and intense concentration.", + "seed": 28609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_10/index_8854_seed_28609_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10469027142971754, + "vlm_logprob": -0.10469027142971754, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.10469027142971754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4752752482891083 + ], + "opposite_logprob_tokens": [ + -0.9752752780914307 + ], + "logprob_reward": -0.4752752482891083, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4752752482891083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2589825391769409, + 0.12445006519556046, + 0.08203710615634918, + 0.0602169968187809, + 0.10506200045347214, + 0.09720626473426819, + 0.028187837451696396, + 0.06573446094989777, + 0.07407459616661072, + 0.10404818505048752 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.4752752482891083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004112477879971266 + ], + "opposite_logprob_tokens": [ + -5.504112243652344 + ], + "logprob_reward": -0.004112477879971266, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004112477879971266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1950262039899826, + 0.05795581266283989, + 0.12400995939970016, + 0.07000204175710678, + 0.16356298327445984, + 0.06928332895040512, + 0.05932297557592392, + 0.041741661727428436, + 0.02399676851928234, + 0.19509822130203247 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.004112477879971266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036250133998692036 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.0036250133998692036, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036250133998692036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.329058438539505, + 0.14088143408298492, + 0.06296572834253311, + 0.03850084915757179, + 0.060665030032396317, + 0.05021680146455765, + 0.05135395750403404, + 0.12959206104278564, + 0.0522703193128109, + 0.08449539542198181 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0036250133998692036 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370006009936333 + ], + "opposite_logprob_tokens": [ + -3.4086999893188477 + ], + "logprob_reward": -0.03370006009936333, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370006009936333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18577998876571655, + 0.0372033528983593, + 0.03381927311420441, + 0.01876772753894329, + 0.060605715960264206, + 0.1264747679233551, + 0.058049317449331284, + 0.09689824283123016, + 0.2587842643260956, + 0.12361734360456467 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.03370006009936333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738557480275631 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738557480275631, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738557480275631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2208150178194046, + 0.11652184277772903, + 0.0494510680437088, + 0.08672326803207397, + 0.12228044122457504, + 0.04348926991224289, + 0.06704797595739365, + 0.10255227237939835, + 0.07783253490924835, + 0.11328643560409546 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.006738557480275631 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins in absolute darkness, then a static media close-up is violently illuminated by a massive, silent lightning bolt. In an instant, a brilliant, icy white light streaks across the void: a cluster of hard, perfectly spherical black fungi clinging tenaciously to a rotting, moss-covered log. Each sphere's carbonaceous surface, covered in a series of fine cracks, glitters with slick rainwater, its convex shapes catching the harsh light with sharp, mirrored points. Just as suddenly, the world plunges back into deep darkness. From this void, the camera begins a slow, deliberate downward tilt, transitioning into extreme close-up, carefully following a heavy, spherical raindrop as it traces a sticky path along the curved surface of one of the fungi. The transparent drop distorts the matte black texture beneath, its journey a mesmerizing micro-event following the raging, silent aftermath of the storm. The entire visual is captured with a stark, high-contrast digital look, characterized by piercing whites and deep, engrossing blacks, creating an atmosphere of tension, mystery, and intense concentration.", + "seed": 28610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_10/index_8854_seed_28610_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0982591247651726, + "vlm_logprob": -0.0982591247651726, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.0982591247651726, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4302201569080353 + ], + "opposite_logprob_tokens": [ + -1.055220127105713 + ], + "logprob_reward": -0.4302201569080353, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4302201569080353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24564720690250397, + 0.10343411564826965, + 0.07170317322015762, + 0.11576730012893677, + 0.13764646649360657, + 0.09444044530391693, + 0.022202281281352043, + 0.04840346425771713, + 0.11625620722770691, + 0.044499270617961884 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.4302201569080353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003632377600297332 + ], + "opposite_logprob_tokens": [ + -5.628632545471191 + ], + "logprob_reward": -0.003632377600297332, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003632377600297332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13052767515182495, + 0.10938710719347, + 0.06621582061052322, + 0.05005144327878952, + 0.11302676796913147, + 0.1814713180065155, + 0.05514812096953392, + 0.09659475833177567, + 0.06228848546743393, + 0.13528850674629211 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.003632377600297332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674400432035327 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.00674400432035327, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674400432035327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11705063283443451, + 0.08898831903934479, + 0.046675972640514374, + 0.062228746712207794, + 0.0543232299387455, + 0.10211437940597534, + 0.07879035174846649, + 0.08160760998725891, + 0.2287130057811737, + 0.13950781524181366 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.00674400432035327 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306694120168686 + ], + "opposite_logprob_tokens": [ + -3.16806697845459 + ], + "logprob_reward": -0.04306694120168686, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306694120168686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0748128741979599, + 0.1980222463607788, + 0.24434219300746918, + 0.10586810857057571, + 0.044507309794425964, + 0.08050684630870819, + 0.0685374066233635, + 0.04366598650813103, + 0.09731932729482651, + 0.04241771996021271 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.04306694120168686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632143795490265 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632143795490265, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632143795490265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16021308302879333, + 0.0683589056134224, + 0.035546377301216125, + 0.13562728464603424, + 0.13851837813854218, + 0.07782679051160812, + 0.08904401957988739, + 0.098370261490345, + 0.08877813071012497, + 0.10771679133176804 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.007632143795490265 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins in absolute darkness, then a static media close-up is violently illuminated by a massive, silent lightning bolt. In an instant, a brilliant, icy white light streaks across the void: a cluster of hard, perfectly spherical black fungi clinging tenaciously to a rotting, moss-covered log. Each sphere's carbonaceous surface, covered in a series of fine cracks, glitters with slick rainwater, its convex shapes catching the harsh light with sharp, mirrored points. Just as suddenly, the world plunges back into deep darkness. From this void, the camera begins a slow, deliberate downward tilt, transitioning into extreme close-up, carefully following a heavy, spherical raindrop as it traces a sticky path along the curved surface of one of the fungi. The transparent drop distorts the matte black texture beneath, its journey a mesmerizing micro-event following the raging, silent aftermath of the storm. The entire visual is captured with a stark, high-contrast digital look, characterized by piercing whites and deep, engrossing blacks, creating an atmosphere of tension, mystery, and intense concentration.", + "seed": 28611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_10/index_8854_seed_28611_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0437456245534122, + "vlm_logprob": -0.0437456245534122, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.0437456245534122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16239280998706818 + ], + "opposite_logprob_tokens": [ + -1.9123928546905518 + ], + "logprob_reward": -0.16239280998706818, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16239280998706818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1887563169002533, + 0.053240805864334106, + 0.11941396445035934, + 0.08704891055822372, + 0.06151800975203514, + 0.1000884547829628, + 0.07883986085653305, + 0.059573810547590256, + 0.14045241475105286, + 0.11106738448143005 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.16239280998706818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008655059151351452 + ], + "opposite_logprob_tokens": [ + -4.758655071258545 + ], + "logprob_reward": -0.008655059151351452, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008655059151351452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08183813095092773, + 0.051912035793066025, + 0.14155586063861847, + 0.05301981791853905, + 0.03298613429069519, + 0.14514555037021637, + 0.08410539478063583, + 0.05852987989783287, + 0.1255509853363037, + 0.22535616159439087 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.008655059151351452 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003623231779783964 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.003623231779783964, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003623231779783964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06258033961057663, + 0.1185540109872818, + 0.05771200731396675, + 0.057110536843538284, + 0.0613863430917263, + 0.19185395538806915, + 0.039891742169857025, + 0.07911082357168198, + 0.1456313580274582, + 0.1861688494682312 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.003623231779783964 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810441493988037 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.03810441493988037, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810441493988037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0668882355093956, + 0.021820077672600746, + 0.0706850215792656, + 0.1512528359889984, + 0.06512800604104996, + 0.2715551555156708, + 0.02404349111020565, + 0.05759117752313614, + 0.058098554611206055, + 0.21293748915195465 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.03810441493988037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin in absolute darkness before being illuminated by a massive lightning bolt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are hard, perfectly spherical black fungi visible clinging to a rotting, moss-covered log?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fungi spheres exhibit fine cracks and a carbonaceous surface covered in slick rainwater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow downward tilt transitioning into an extreme close-up of a heavy spherical raindrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a stark, high-contrast look with piercing whites and deep blacks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952606908977032 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952606908977032, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952606908977032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055978260934352875, + 0.03067653439939022, + 0.1673518419265747, + 0.03969518467783928, + 0.03308825567364693, + 0.2721949517726898, + 0.06773801892995834, + 0.11103379726409912, + 0.09007610380649567, + 0.1321670562028885 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.005952606908977032 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_11/index_tensor([3044, 3044])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_11/index_tensor([3044, 3044])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..38feebb7e3fb1fe98d8eb50c210cab844212842f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_11/index_tensor([3044, 3044])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, extreme wide shot captures a vast port scene, rendered entirely in a stark black and white ink style that evokes the minimalist grandeur of traditional Su-Mei painting. Towering gantry cranes, their complex structures reduced to bold, powerful calligraphy of pure black ink, loom over a vast, serene ocean. Anchored at the water's edge is a massive container ship, its massive hull rendered as a single, solid, and featureless block of the deepest black, its immense mass anchoring the composition. The sea is a placid surface composed of diluted gray currents, seamlessly blending with the misty, white void that envelops the background and sky. A long, narrow gangway cuts a sharp diagonal line from the unseen dock toward the ship, above which a row of figures slowly and deliberately ascends. Each figure is a small, blurry blob of black ink, their individual identity completely abstracted as they steadily ascend, their forms gradually blurring and dissolving into the ethereal white mist near the top of the gangway, creating a somber and contemplative atmosphere of quiet, anonymous descent into the unknown.", + "seed": 20186, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_11/index_3044_seed_20186_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008396644378080964, + "vlm_logprob": -0.008396644378080964, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.008396644378080964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003113187151029706 + ], + "opposite_logprob_tokens": [ + -6.128113269805908 + ], + "logprob_reward": -0.003113187151029706, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.003113187151029706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34881362318992615, + 0.13638196885585785, + 0.06900856643915176, + 0.06910930573940277, + 0.04782654717564583, + 0.043466243892908096, + 0.06071813404560089, + 0.06556405872106552, + 0.11186812818050385, + 0.047243453562259674 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.003113187151029706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036190745886415243 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036190745886415243, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036190745886415243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4509269595146179, + 0.17456841468811035, + 0.1367231011390686, + 0.02204912342131138, + 0.038300320506095886, + 0.013443286530673504, + 0.06209086626768112, + 0.044910985976457596, + 0.02163880132138729, + 0.03534813970327377 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0036190745886415243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732163019478321 + ], + "opposite_logprob_tokens": [ + -5.006731986999512 + ], + "logprob_reward": -0.006732163019478321, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732163019478321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19242513179779053, + 0.16066092252731323, + 0.14612813293933868, + 0.09504573792219162, + 0.10944654047489166, + 0.044219717383384705, + 0.10858028382062912, + 0.09218007326126099, + 0.021771332249045372, + 0.02954210713505745 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006732163019478321 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219164346344769 + ], + "opposite_logprob_tokens": [ + -6.127191543579102 + ], + "logprob_reward": -0.00219164346344769, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219164346344769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2791305184364319, + 0.08341138809919357, + 0.06015247479081154, + 0.05710076540708542, + 0.10220349580049515, + 0.09208907932043076, + 0.17444559931755066, + 0.08005104959011078, + 0.0281120166182518, + 0.04330359399318695 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.00219164346344769 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02632715366780758 + ], + "opposite_logprob_tokens": [ + -3.651327133178711 + ], + "logprob_reward": -0.02632715366780758, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02632715366780758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3683646023273468, + 0.11361542344093323, + 0.040028102695941925, + 0.05769261345267296, + 0.035230040550231934, + 0.0754866749048233, + 0.1132848784327507, + 0.09627630561590195, + 0.040579695254564285, + 0.059441667050123215 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02632715366780758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot captures a vast port scene, rendered entirely in a stark black and white ink style that evokes the minimalist grandeur of traditional Su-Mei painting. Towering gantry cranes, their complex structures reduced to bold, powerful calligraphy of pure black ink, loom over a vast, serene ocean. Anchored at the water's edge is a massive container ship, its massive hull rendered as a single, solid, and featureless block of the deepest black, its immense mass anchoring the composition. The sea is a placid surface composed of diluted gray currents, seamlessly blending with the misty, white void that envelops the background and sky. A long, narrow gangway cuts a sharp diagonal line from the unseen dock toward the ship, above which a row of figures slowly and deliberately ascends. Each figure is a small, blurry blob of black ink, their individual identity completely abstracted as they steadily ascend, their forms gradually blurring and dissolving into the ethereal white mist near the top of the gangway, creating a somber and contemplative atmosphere of quiet, anonymous descent into the unknown.", + "seed": 20187, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_11/index_3044_seed_20187_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05209801546297967, + "vlm_logprob": -0.05209801546297967, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.05209801546297967, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18394114077091217 + ], + "opposite_logprob_tokens": [ + -1.808941125869751 + ], + "logprob_reward": -0.18394114077091217, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18394114077091217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2059078961610794, + 0.09666066616773605, + 0.06988731026649475, + 0.0368584580719471, + 0.17435678839683533, + 0.14826282858848572, + 0.02269490621984005, + 0.06632766872644424, + 0.13586799800395966, + 0.04317546263337135 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.18394114077091217 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022073446307331324 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022073446307331324, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022073446307331324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19380390644073486, + 0.050782423466444016, + 0.038576871156692505, + 0.026854107156395912, + 0.24775618314743042, + 0.12445980310440063, + 0.02371920458972454, + 0.17116132378578186, + 0.05660954862833023, + 0.06627662479877472 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0022073446307331324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043047185987234116 + ], + "opposite_logprob_tokens": [ + -3.1680471897125244 + ], + "logprob_reward": -0.043047185987234116, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043047185987234116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061314694583415985, + 0.10711894929409027, + 0.04870404675602913, + 0.04630191624164581, + 0.22991111874580383, + 0.13931100070476532, + 0.1745271384716034, + 0.09267347306013107, + 0.04081620275974274, + 0.05932142958045006 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.043047185987234116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001510432455688715 + ], + "opposite_logprob_tokens": [ + -6.5015106201171875 + ], + "logprob_reward": -0.001510432455688715, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001510432455688715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1052544116973877, + 0.04020873084664345, + 0.09635072201490402, + 0.05816686898469925, + 0.2609231770038605, + 0.15386702120304108, + 0.0403604581952095, + 0.06631530821323395, + 0.06968988478183746, + 0.10886334627866745 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.001510432455688715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978397347033024 + ], + "opposite_logprob_tokens": [ + -3.5297839641571045 + ], + "logprob_reward": -0.02978397347033024, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978397347033024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12534695863723755, + 0.05241496488451958, + 0.06453293561935425, + 0.04748765006661415, + 0.1554299145936966, + 0.283699095249176, + 0.07199256122112274, + 0.08061201870441437, + 0.05510224029421806, + 0.06338156014680862 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.02978397347033024 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot captures a vast port scene, rendered entirely in a stark black and white ink style that evokes the minimalist grandeur of traditional Su-Mei painting. Towering gantry cranes, their complex structures reduced to bold, powerful calligraphy of pure black ink, loom over a vast, serene ocean. Anchored at the water's edge is a massive container ship, its massive hull rendered as a single, solid, and featureless block of the deepest black, its immense mass anchoring the composition. The sea is a placid surface composed of diluted gray currents, seamlessly blending with the misty, white void that envelops the background and sky. A long, narrow gangway cuts a sharp diagonal line from the unseen dock toward the ship, above which a row of figures slowly and deliberately ascends. Each figure is a small, blurry blob of black ink, their individual identity completely abstracted as they steadily ascend, their forms gradually blurring and dissolving into the ethereal white mist near the top of the gangway, creating a somber and contemplative atmosphere of quiet, anonymous descent into the unknown.", + "seed": 20188, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_11/index_3044_seed_20188_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04622768458211794, + "vlm_logprob": -0.04622768458211794, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.04622768458211794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006345363333821297 + ], + "opposite_logprob_tokens": [ + -5.381345272064209 + ], + "logprob_reward": -0.006345363333821297, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.006345363333821297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21905937790870667, + 0.06190228834748268, + 0.01948404870927334, + 0.16018985211849213, + 0.10498002171516418, + 0.3731060028076172, + 0.038198430091142654, + 0.012092292308807373, + 0.005431738682091236, + 0.0055559175089001656 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.006345363333821297 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952843930572271 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952843930572271, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952843930572271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32214418053627014, + 0.030764201655983925, + 0.03261673450469971, + 0.19873717427253723, + 0.19790680706501007, + 0.191038116812706, + 0.01206102967262268, + 0.004939579870551825, + 0.006188346538692713, + 0.0036038123071193695 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.005952843930572271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798403561115265 + ], + "opposite_logprob_tokens": [ + -1.804840326309204 + ], + "logprob_reward": -0.1798403561115265, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798403561115265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39951857924461365, + 0.09154447913169861, + 0.06669334322214127, + 0.04096444696187973, + 0.2701633870601654, + 0.08652476966381073, + 0.010127670131623745, + 0.015934573486447334, + 0.011892580427229404, + 0.0066362484358251095 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1798403561115265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009171332349069417 + ], + "opposite_logprob_tokens": [ + -7.000916957855225 + ], + "logprob_reward": -0.0009171332349069417, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009171332349069417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25923389196395874, + 0.10155966132879257, + 0.0796293243765831, + 0.07260983437299728, + 0.24583685398101807, + 0.203990176320076, + 0.008835471235215664, + 0.013517068699002266, + 0.007586976513266563, + 0.007200768683105707 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0009171332349069417 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038082726299762726 + ], + "opposite_logprob_tokens": [ + -3.2880828380584717 + ], + "logprob_reward": -0.038082726299762726, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038082726299762726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0499313622713089, + 0.016730261966586113, + 0.021606186404824257, + 0.5799996256828308, + 0.04943700507283211, + 0.24241682887077332, + 0.0197155699133873, + 0.009736833162605762, + 0.006989169400185347, + 0.00343712349422276 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.038082726299762726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot captures a vast port scene, rendered entirely in a stark black and white ink style that evokes the minimalist grandeur of traditional Su-Mei painting. Towering gantry cranes, their complex structures reduced to bold, powerful calligraphy of pure black ink, loom over a vast, serene ocean. Anchored at the water's edge is a massive container ship, its massive hull rendered as a single, solid, and featureless block of the deepest black, its immense mass anchoring the composition. The sea is a placid surface composed of diluted gray currents, seamlessly blending with the misty, white void that envelops the background and sky. A long, narrow gangway cuts a sharp diagonal line from the unseen dock toward the ship, above which a row of figures slowly and deliberately ascends. Each figure is a small, blurry blob of black ink, their individual identity completely abstracted as they steadily ascend, their forms gradually blurring and dissolving into the ethereal white mist near the top of the gangway, creating a somber and contemplative atmosphere of quiet, anonymous descent into the unknown.", + "seed": 20189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_11/index_3044_seed_20189_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06932548934128135, + "vlm_logprob": -0.06932548934128135, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.06932548934128135, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2830831706523895 + ], + "opposite_logprob_tokens": [ + -1.408083200454712 + ], + "logprob_reward": -0.2830831706523895, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2830831706523895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15355733036994934, + 0.07363081723451614, + 0.13438770174980164, + 0.1405947506427765, + 0.1636403203010559, + 0.03768479824066162, + 0.08197318017482758, + 0.03320153430104256, + 0.03552636504173279, + 0.14580313861370087 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.2830831706523895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00134222989436239 + ], + "opposite_logprob_tokens": [ + -6.626342296600342 + ], + "logprob_reward": -0.00134222989436239, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.00134222989436239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.139702707529068, + 0.08171886205673218, + 0.038440849632024765, + 0.3653016984462738, + 0.05208764970302582, + 0.02091285213828087, + 0.06492957472801208, + 0.06438351422548294, + 0.07651268690824509, + 0.09600956737995148 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.00134222989436239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863479360938072 + ], + "opposite_logprob_tokens": [ + -3.0486347675323486 + ], + "logprob_reward": -0.04863479360938072, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863479360938072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0830937847495079, + 0.11488053947687149, + 0.07601802796125412, + 0.2662595808506012, + 0.06915462762117386, + 0.11381416022777557, + 0.046352632343769073, + 0.06488488614559174, + 0.059718478471040726, + 0.10582327097654343 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.04863479360938072 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010387268848717213 + ], + "opposite_logprob_tokens": [ + -6.876038551330566 + ], + "logprob_reward": -0.0010387268848717213, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010387268848717213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08202922344207764, + 0.217430979013443, + 0.05420328676700592, + 0.1208585724234581, + 0.02986823208630085, + 0.03142558038234711, + 0.1090008020401001, + 0.056282058358192444, + 0.06883221119642258, + 0.23006902635097504 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.0010387268848717213 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast port with towering gantry cranes and a massive container ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered entirely in a stark black and white ink style resembling Su-Mei painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the container ship's hull depicted as a single, solid, featureless block of deep black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea depicted as a placid surface of diluted gray currents blending with a white misty background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are small, blurry black ink figures shown ascending a long, narrow gangway that cuts a sharp diagonal line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528525665402412 + ], + "opposite_logprob_tokens": [ + -4.387528419494629 + ], + "logprob_reward": -0.012528525665402412, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528525665402412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19601082801818848, + 0.13177192211151123, + 0.07415708154439926, + 0.1201135516166687, + 0.11103182286024094, + 0.040185246616601944, + 0.09584591537714005, + 0.06304159760475159, + 0.045970842242240906, + 0.1218712255358696 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012528525665402412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_12/index_tensor([5516, 5516])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_12/index_tensor([5516, 5516])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d9724afde1c2b1e1b8e04707a577c95ca3b5424a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_12/index_tensor([5516, 5516])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide shot, initially static on a busy, turn-of-the-century train platform, begins its steady rightward movement, employing subtle handheld jerks, synchronized with the rhythmic click of wheels on the track. The central subject is a majestic, old-world steam train, its locomotive a behemoth of polished black steel and gleaming brass fittings, powerfully expelling a thick plume of white steam that catches the afternoon sun. The carriages, painted a deep, rich burgundy with delicate gold leaf pinstripes, begin to glide forward, their massive drive wheels turning with a deliberate, powerful rhythm. As the camera pans alongside, the bustling platform is revealed in detail: ornate cast-iron columns support a vast vaulted glass ceiling, through which the warm golden light of the afternoon sun filters, piercing the hazy air. Crowds of people dressed in period costume—men in tweed jackets and bowler hats, women in long skirts and elegant hats—wave goodbye, their faces a mixture of excitement and poignancy. The low-angled sunlight casts long shadows across the wet cobblestone platform, and the train’s metallic surface gleams, lending the entire scene an air of nostalgia and grandeur, a cinematic ode to a bygone age of travel, charged with the energy of a departure as the train steadily gathers speed and moves away from the camera’s field of view.", + "seed": 7486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_12/index_5516_seed_7486_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020396261056885124, + "vlm_logprob": -0.020396261056885124, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.020396261056885124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00956712570041418 + ], + "opposite_logprob_tokens": [ + -5.0095672607421875 + ], + "logprob_reward": -0.00956712570041418, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00956712570041418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05599391460418701, + 0.07040953636169434, + 0.06729474663734436, + 0.22651886940002441, + 0.130056694149971, + 0.04266700521111488, + 0.11256900429725647, + 0.12255021184682846, + 0.10826905071735382, + 0.06367097049951553 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.00956712570041418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025069257244467735 + ], + "opposite_logprob_tokens": [ + -6.002506732940674 + ], + "logprob_reward": -0.0025069257244467735, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025069257244467735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07613001763820648, + 0.04878938943147659, + 0.09765969961881638, + 0.0487854965031147, + 0.1887274980545044, + 0.15868355333805084, + 0.10759975761175156, + 0.13153043389320374, + 0.052537303417921066, + 0.08955680578947067 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.0025069257244467735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181988924741745 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.0181988924741745, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181988924741745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13958297669887543, + 0.11870969086885452, + 0.07891400903463364, + 0.08363808691501617, + 0.1207955926656723, + 0.062333278357982635, + 0.11566764861345291, + 0.12814107537269592, + 0.07232479751110077, + 0.07989291846752167 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0181988924741745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017113338690251112 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017113338690251112, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017113338690251112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08701590448617935, + 0.12521997094154358, + 0.0736863911151886, + 0.09644999355077744, + 0.0694432258605957, + 0.060585565865039825, + 0.10817214101552963, + 0.14808398485183716, + 0.074714794754982, + 0.15662804245948792 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.0017113338690251112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999702751636505 + ], + "opposite_logprob_tokens": [ + -2.6949970722198486 + ], + "logprob_reward": -0.06999702751636505, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999702751636505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03727919980883598, + 0.032305750995874405, + 0.034845005720853806, + 0.031221648678183556, + 0.17252299189567566, + 0.10856089740991592, + 0.10699380189180374, + 0.27967920899391174, + 0.042932432144880295, + 0.15365909039974213 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.06999702751636505 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, initially static on a busy, turn-of-the-century train platform, begins its steady rightward movement, employing subtle handheld jerks, synchronized with the rhythmic click of wheels on the track. The central subject is a majestic, old-world steam train, its locomotive a behemoth of polished black steel and gleaming brass fittings, powerfully expelling a thick plume of white steam that catches the afternoon sun. The carriages, painted a deep, rich burgundy with delicate gold leaf pinstripes, begin to glide forward, their massive drive wheels turning with a deliberate, powerful rhythm. As the camera pans alongside, the bustling platform is revealed in detail: ornate cast-iron columns support a vast vaulted glass ceiling, through which the warm golden light of the afternoon sun filters, piercing the hazy air. Crowds of people dressed in period costume—men in tweed jackets and bowler hats, women in long skirts and elegant hats—wave goodbye, their faces a mixture of excitement and poignancy. The low-angled sunlight casts long shadows across the wet cobblestone platform, and the train’s metallic surface gleams, lending the entire scene an air of nostalgia and grandeur, a cinematic ode to a bygone age of travel, charged with the energy of a departure as the train steadily gathers speed and moves away from the camera’s field of view.", + "seed": 7487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_12/index_5516_seed_7487_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01822832515463233, + "vlm_logprob": -0.01822832515463233, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.01822832515463233, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009224179200828075 + ], + "opposite_logprob_tokens": [ + -5.0092244148254395 + ], + "logprob_reward": -0.009224179200828075, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.009224179200828075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1639636605978012, + 0.09675226360559464, + 0.09084295481443405, + 0.09614259749650955, + 0.03855441138148308, + 0.2768857479095459, + 0.05687437206506729, + 0.057239338755607605, + 0.05633848160505295, + 0.06640622019767761 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.009224179200828075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642199285328388 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642199285328388, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642199285328388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.143838569521904, + 0.11214199662208557, + 0.40876349806785583, + 0.035238929092884064, + 0.029164399951696396, + 0.06582383066415787, + 0.04794095829129219, + 0.03689007833600044, + 0.09344977140426636, + 0.02674795873463154 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.007642199285328388 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106366991996765 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.038106366991996765, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106366991996765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1945813149213791, + 0.09670845419168472, + 0.15592122077941895, + 0.07193008065223694, + 0.0743531882762909, + 0.14995267987251282, + 0.06415493041276932, + 0.04235298931598663, + 0.11570398509502411, + 0.03434116765856743 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.038106366991996765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485878299921751 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.002485878299921751, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485878299921751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09015800803899765, + 0.06952174752950668, + 0.10888291895389557, + 0.038502998650074005, + 0.14540204405784607, + 0.07403670251369476, + 0.03992156311869621, + 0.050772473216056824, + 0.17931318283081055, + 0.20348834991455078 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.002485878299921751 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368300199508667 + ], + "opposite_logprob_tokens": [ + -3.4086830615997314 + ], + "logprob_reward": -0.03368300199508667, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368300199508667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0789867490530014, + 0.05458270385861397, + 0.06563428789377213, + 0.08038828521966934, + 0.044260334223508835, + 0.10209158062934875, + 0.09767071902751923, + 0.1065884530544281, + 0.3123723864555359, + 0.05742447078227997 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.03368300199508667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, initially static on a busy, turn-of-the-century train platform, begins its steady rightward movement, employing subtle handheld jerks, synchronized with the rhythmic click of wheels on the track. The central subject is a majestic, old-world steam train, its locomotive a behemoth of polished black steel and gleaming brass fittings, powerfully expelling a thick plume of white steam that catches the afternoon sun. The carriages, painted a deep, rich burgundy with delicate gold leaf pinstripes, begin to glide forward, their massive drive wheels turning with a deliberate, powerful rhythm. As the camera pans alongside, the bustling platform is revealed in detail: ornate cast-iron columns support a vast vaulted glass ceiling, through which the warm golden light of the afternoon sun filters, piercing the hazy air. Crowds of people dressed in period costume—men in tweed jackets and bowler hats, women in long skirts and elegant hats—wave goodbye, their faces a mixture of excitement and poignancy. The low-angled sunlight casts long shadows across the wet cobblestone platform, and the train’s metallic surface gleams, lending the entire scene an air of nostalgia and grandeur, a cinematic ode to a bygone age of travel, charged with the energy of a departure as the train steadily gathers speed and moves away from the camera’s field of view.", + "seed": 7488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_12/index_5516_seed_7488_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02411827617324889, + "vlm_logprob": -0.02411827617324889, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.02411827617324889, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018832920119166374 + ], + "opposite_logprob_tokens": [ + -4.268832683563232 + ], + "logprob_reward": -0.018832920119166374, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.018832920119166374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029870672151446342, + 0.757643461227417, + 0.12725256383419037, + 0.014331357553601265, + 0.00894824881106615, + 0.014402915723621845, + 0.011609979905188084, + 0.00898775365203619, + 0.00769037613645196, + 0.019262617453932762 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.018832920119166374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710893243551254 + ], + "opposite_logprob_tokens": [ + -3.4087109565734863 + ], + "logprob_reward": -0.033710893243551254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710893243551254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10007639229297638, + 0.4542539417743683, + 0.10769501328468323, + 0.05566447973251343, + 0.01755467802286148, + 0.02436789870262146, + 0.08761760592460632, + 0.031926337629556656, + 0.07805950939655304, + 0.042784154415130615 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.033710893243551254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297391831874847 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297391831874847, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297391831874847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21263040602207184, + 0.2042883336544037, + 0.21119214594364166, + 0.04059526324272156, + 0.036512989550828934, + 0.03928203880786896, + 0.07665279507637024, + 0.05649597570300102, + 0.05946623906493187, + 0.0628838837146759 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023297391831874847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711095916107297 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.001711095916107297, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711095916107297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060201965272426605, + 0.16106335818767548, + 0.20313198864459991, + 0.05438455194234848, + 0.044696420431137085, + 0.17074176669120789, + 0.12244349718093872, + 0.05652287229895592, + 0.07604421675205231, + 0.050769392400979996 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.001711095916107297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303907975554466 + ], + "opposite_logprob_tokens": [ + -3.168039083480835 + ], + "logprob_reward": -0.04303907975554466, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303907975554466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06629890203475952, + 0.23744334280490875, + 0.4508957862854004, + 0.026358848437666893, + 0.04550742357969284, + 0.030290303751826286, + 0.02622404880821705, + 0.0478859581053257, + 0.0352080799639225, + 0.03388730064034462 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04303907975554466 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, initially static on a busy, turn-of-the-century train platform, begins its steady rightward movement, employing subtle handheld jerks, synchronized with the rhythmic click of wheels on the track. The central subject is a majestic, old-world steam train, its locomotive a behemoth of polished black steel and gleaming brass fittings, powerfully expelling a thick plume of white steam that catches the afternoon sun. The carriages, painted a deep, rich burgundy with delicate gold leaf pinstripes, begin to glide forward, their massive drive wheels turning with a deliberate, powerful rhythm. As the camera pans alongside, the bustling platform is revealed in detail: ornate cast-iron columns support a vast vaulted glass ceiling, through which the warm golden light of the afternoon sun filters, piercing the hazy air. Crowds of people dressed in period costume—men in tweed jackets and bowler hats, women in long skirts and elegant hats—wave goodbye, their faces a mixture of excitement and poignancy. The low-angled sunlight casts long shadows across the wet cobblestone platform, and the train’s metallic surface gleams, lending the entire scene an air of nostalgia and grandeur, a cinematic ode to a bygone age of travel, charged with the energy of a departure as the train steadily gathers speed and moves away from the camera’s field of view.", + "seed": 7489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_12/index_5516_seed_7489_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022794252564199268, + "vlm_logprob": -0.022794252564199268, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.022794252564199268, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03891194611787796 + ], + "opposite_logprob_tokens": [ + -3.288912057876587 + ], + "logprob_reward": -0.03891194611787796, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03891194611787796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15185624361038208, + 0.03653738275170326, + 0.01871524378657341, + 0.05041656643152237, + 0.2989102602005005, + 0.3034234344959259, + 0.03143342584371567, + 0.05263063684105873, + 0.013920212164521217, + 0.04215652123093605 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.03891194611787796 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647022768855095 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647022768855095, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647022768855095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02518121711909771, + 0.022341160103678703, + 0.009275402873754501, + 0.04065576195716858, + 0.6372323036193848, + 0.155409574508667, + 0.040257953107357025, + 0.04148627445101738, + 0.006966450251638889, + 0.02119387872517109 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.008647022768855095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072824597358704 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.016072824597358704, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072824597358704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11497460305690765, + 0.02639104425907135, + 0.010308459401130676, + 0.12351201474666595, + 0.2714671790599823, + 0.147138774394989, + 0.012449507601559162, + 0.23572538793087006, + 0.011370504274964333, + 0.04666246101260185 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.016072824597358704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001709786825813353 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.001709786825813353, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001709786825813353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07049523293972015, + 0.05833590403199196, + 0.029416149482131004, + 0.09103230386972427, + 0.26293787360191345, + 0.18250878155231476, + 0.011112329550087452, + 0.23530469834804535, + 0.03698667883872986, + 0.021870071068406105 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.001709786825813353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a large steam train with a black steel locomotive and burgundy carriages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train emitting a thick plume of white steam that catches the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crowds of people in period costumes (tweed jackets, bowler hats, long skirts) waving goodbye on the platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a busy train platform with ornate cast-iron columns and a vaulted glass ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start static and then move steadily to the right with subtle handheld jerks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04862968251109123 + ], + "opposite_logprob_tokens": [ + -3.0486297607421875 + ], + "logprob_reward": -0.04862968251109123, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04862968251109123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09833081066608429, + 0.06290961802005768, + 0.020582491531968117, + 0.05173330754041672, + 0.5845205187797546, + 0.057101380079984665, + 0.029410673305392265, + 0.04588552191853523, + 0.017975889146327972, + 0.03154979646205902 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.04862968251109123 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_13/index_tensor([777, 777])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_13/index_tensor([777, 777])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0acc2f5223d05d62973c9e0752c795c40b418f9b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_13/index_tensor([777, 777])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium-long shot opens on a regal woman standing resolutely on a mossy rock ledge within a lush, vibrant canyon, drawn in the classic Miyazaki manga style. She has long, flowing black hair, partially secured by an ornate hosta, and her expression is one of calm, focused determination. She wears a sumptuous red silk robe embroidered with golden cloud motifs, which flutters gently in the breeze. The canyon around her is a masterpiece of soft, hand-painted aesthetic, with towering green cliffs, ancient, gnarled trees, and soft golden light filtering down. In her hands, she powerfully grasps a massive fan crafted from dark lacquered wood and heavy silk, painted with an ink dragon. She decisively swings the fan in an elegant yet incredibly powerful arc. As the swing is complete, a devastating mountain torrent is magically unleashed, erupting forward in a torrent. In stark contrast to the stylized world, the chaotic movement of the water is rendered in surreal, smooth detail, captured at a high frame rate. The camera dramatically zooms out to wide shots, revealing the sheer scale of the flood as it surges through the canyon, its tumbling, photorealistic waves and spray crashing against the stylized cliffs, creating a stunning and surreal fusion of artistic styles.", + "seed": 27060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_13/index_777_seed_27060_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12180935242213309, + "vlm_logprob": -0.12180935242213309, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.12180935242213309, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015246044844388962 + ], + "opposite_logprob_tokens": [ + -4.2652459144592285 + ], + "logprob_reward": -0.015246044844388962, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015246044844388962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07272892445325851, + 0.10192549228668213, + 0.02707825042307377, + 0.022081565111875534, + 0.030195100232958794, + 0.01925249770283699, + 0.2875242233276367, + 0.34117141366004944, + 0.06462810188531876, + 0.03341441974043846 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.015246044844388962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264704581350088 + ], + "opposite_logprob_tokens": [ + -5.255264759063721 + ], + "logprob_reward": -0.005264704581350088, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264704581350088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08551190793514252, + 0.1793745905160904, + 0.06197886914014816, + 0.11795938014984131, + 0.03097878210246563, + 0.035120345652103424, + 0.11155267804861069, + 0.07598546892404556, + 0.2418719083070755, + 0.05966604873538017 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.005264704581350088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031932813581079245 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031932813581079245, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031932813581079245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030802257359027863, + 0.059153053909540176, + 0.0339895561337471, + 0.07712701708078384, + 0.022857973352074623, + 0.034299712628126144, + 0.14857618510723114, + 0.4262682795524597, + 0.11098602414131165, + 0.055939916521310806 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.0031932813581079245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233195424079895 + ], + "opposite_logprob_tokens": [ + -0.8983195424079895 + ], + "logprob_reward": -0.5233195424079895, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233195424079895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05349218100309372, + 0.06764372438192368, + 0.03078356385231018, + 0.05425450950860977, + 0.017667850479483604, + 0.04093929007649422, + 0.1656682789325714, + 0.25049468874931335, + 0.2338363528251648, + 0.0852195993065834 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.5233195424079895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062023188918828964 + ], + "opposite_logprob_tokens": [ + -2.812023162841797 + ], + "logprob_reward": -0.062023188918828964, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062023188918828964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02962908148765564, + 0.03847431018948555, + 0.03511467203497887, + 0.03932471200823784, + 0.02026456780731678, + 0.03279571235179901, + 0.16814827919006348, + 0.4433971047401428, + 0.06542136520147324, + 0.12743017077445984 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.062023188918828964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-long shot opens on a regal woman standing resolutely on a mossy rock ledge within a lush, vibrant canyon, drawn in the classic Miyazaki manga style. She has long, flowing black hair, partially secured by an ornate hosta, and her expression is one of calm, focused determination. She wears a sumptuous red silk robe embroidered with golden cloud motifs, which flutters gently in the breeze. The canyon around her is a masterpiece of soft, hand-painted aesthetic, with towering green cliffs, ancient, gnarled trees, and soft golden light filtering down. In her hands, she powerfully grasps a massive fan crafted from dark lacquered wood and heavy silk, painted with an ink dragon. She decisively swings the fan in an elegant yet incredibly powerful arc. As the swing is complete, a devastating mountain torrent is magically unleashed, erupting forward in a torrent. In stark contrast to the stylized world, the chaotic movement of the water is rendered in surreal, smooth detail, captured at a high frame rate. The camera dramatically zooms out to wide shots, revealing the sheer scale of the flood as it surges through the canyon, its tumbling, photorealistic waves and spray crashing against the stylized cliffs, creating a stunning and surreal fusion of artistic styles.", + "seed": 27061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_13/index_777_seed_27061_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05848741069203243, + "vlm_logprob": -0.05848741069203243, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.05848741069203243, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01912054605782032 + ], + "opposite_logprob_tokens": [ + -4.019120693206787 + ], + "logprob_reward": -0.01912054605782032, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01912054605782032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2817751467227936, + 0.06916411221027374, + 0.11113724112510681, + 0.16245543956756592, + 0.0496225506067276, + 0.023217489942908287, + 0.04017472639679909, + 0.07755637913942337, + 0.05336799472570419, + 0.13152888417243958 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.01912054605782032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036305959802120924 + ], + "opposite_logprob_tokens": [ + -5.628630638122559 + ], + "logprob_reward": -0.0036305959802120924, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036305959802120924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.261849969625473, + 0.15823763608932495, + 0.043319638818502426, + 0.10834793746471405, + 0.023142915219068527, + 0.02151276171207428, + 0.0607251338660717, + 0.07282781600952148, + 0.11032246053218842, + 0.13971374928951263 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0036305959802120924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000816012208815664 + ], + "opposite_logprob_tokens": [ + -7.1258158683776855 + ], + "logprob_reward": -0.000816012208815664, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.000816012208815664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19922856986522675, + 0.02721225842833519, + 0.13906164467334747, + 0.06304311007261276, + 0.02036086656153202, + 0.015217917039990425, + 0.03590557724237442, + 0.11873383074998856, + 0.12030112743377686, + 0.2609350383281708 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.000816012208815664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986555397510529 + ], + "opposite_logprob_tokens": [ + -1.8048655986785889 + ], + "logprob_reward": -0.17986555397510529, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986555397510529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1676994413137436, + 0.04159310832619667, + 0.133784219622612, + 0.09081726521253586, + 0.01667064055800438, + 0.013580871745944023, + 0.030044836923480034, + 0.16779667139053345, + 0.08675776422023773, + 0.2512551248073578 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.17986555397510529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900434523820877 + ], + "opposite_logprob_tokens": [ + -2.4640042781829834 + ], + "logprob_reward": -0.08900434523820877, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900434523820877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04642695561051369, + 0.04823992773890495, + 0.054710548371076584, + 0.07181672006845474, + 0.024676915258169174, + 0.014990000985562801, + 0.03772243857383728, + 0.10521117597818375, + 0.3163035809993744, + 0.27990174293518066 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.08900434523820877 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-long shot opens on a regal woman standing resolutely on a mossy rock ledge within a lush, vibrant canyon, drawn in the classic Miyazaki manga style. She has long, flowing black hair, partially secured by an ornate hosta, and her expression is one of calm, focused determination. She wears a sumptuous red silk robe embroidered with golden cloud motifs, which flutters gently in the breeze. The canyon around her is a masterpiece of soft, hand-painted aesthetic, with towering green cliffs, ancient, gnarled trees, and soft golden light filtering down. In her hands, she powerfully grasps a massive fan crafted from dark lacquered wood and heavy silk, painted with an ink dragon. She decisively swings the fan in an elegant yet incredibly powerful arc. As the swing is complete, a devastating mountain torrent is magically unleashed, erupting forward in a torrent. In stark contrast to the stylized world, the chaotic movement of the water is rendered in surreal, smooth detail, captured at a high frame rate. The camera dramatically zooms out to wide shots, revealing the sheer scale of the flood as it surges through the canyon, its tumbling, photorealistic waves and spray crashing against the stylized cliffs, creating a stunning and surreal fusion of artistic styles.", + "seed": 27062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_13/index_777_seed_27062_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04065483228769153, + "vlm_logprob": -0.04065483228769153, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.04065483228769153, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010225173085927963 + ], + "opposite_logprob_tokens": [ + -4.635225296020508 + ], + "logprob_reward": -0.010225173085927963, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010225173085927963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18813371658325195, + 0.06387238204479218, + 0.04567430540919304, + 0.04087304696440697, + 0.04368435963988304, + 0.09659916162490845, + 0.0748894140124321, + 0.16475030779838562, + 0.13355951011180878, + 0.14796386659145355 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.010225173085927963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002826031530275941 + ], + "opposite_logprob_tokens": [ + -5.87782621383667 + ], + "logprob_reward": -0.002826031530275941, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002826031530275941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1432076394557953, + 0.06729616969823837, + 0.04590390622615814, + 0.04818976670503616, + 0.02811785228550434, + 0.1063181459903717, + 0.07078643143177032, + 0.17491109669208527, + 0.17172957956790924, + 0.14353938400745392 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.002826031530275941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000920825288631022 + ], + "opposite_logprob_tokens": [ + -7.00092077255249 + ], + "logprob_reward": -0.000920825288631022, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000920825288631022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05980933830142021, + 0.02965722791850567, + 0.016850782558321953, + 0.02034752443432808, + 0.013986791484057903, + 0.036036066710948944, + 0.05100640654563904, + 0.25818485021591187, + 0.24720700085163116, + 0.2669139802455902 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.000920825288631022 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029996931552887 + ], + "opposite_logprob_tokens": [ + -2.3503000736236572 + ], + "logprob_reward": -0.10029996931552887, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029996931552887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06952623277902603, + 0.02307250164449215, + 0.01657768338918686, + 0.013060377910733223, + 0.01736687496304512, + 0.04219707474112511, + 0.04119379073381424, + 0.30507487058639526, + 0.19629305601119995, + 0.27563750743865967 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.10029996931552887 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900216221809387 + ], + "opposite_logprob_tokens": [ + -2.4640021324157715 + ], + "logprob_reward": -0.08900216221809387, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900216221809387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04120185971260071, + 0.01588083803653717, + 0.013671268709003925, + 0.01120852679014206, + 0.010105433873832226, + 0.04190586879849434, + 0.04108197242021561, + 0.16198232769966125, + 0.30483558773994446, + 0.35812631249427795 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.08900216221809387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium-long shot opens on a regal woman standing resolutely on a mossy rock ledge within a lush, vibrant canyon, drawn in the classic Miyazaki manga style. She has long, flowing black hair, partially secured by an ornate hosta, and her expression is one of calm, focused determination. She wears a sumptuous red silk robe embroidered with golden cloud motifs, which flutters gently in the breeze. The canyon around her is a masterpiece of soft, hand-painted aesthetic, with towering green cliffs, ancient, gnarled trees, and soft golden light filtering down. In her hands, she powerfully grasps a massive fan crafted from dark lacquered wood and heavy silk, painted with an ink dragon. She decisively swings the fan in an elegant yet incredibly powerful arc. As the swing is complete, a devastating mountain torrent is magically unleashed, erupting forward in a torrent. In stark contrast to the stylized world, the chaotic movement of the water is rendered in surreal, smooth detail, captured at a high frame rate. The camera dramatically zooms out to wide shots, revealing the sheer scale of the flood as it surges through the canyon, its tumbling, photorealistic waves and spray crashing against the stylized cliffs, creating a stunning and surreal fusion of artistic styles.", + "seed": 27063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_13/index_777_seed_27063_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13348757540807127, + "vlm_logprob": -0.13348757540807127, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.13348757540807127, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1010967493057251 + ], + "opposite_logprob_tokens": [ + -2.3510966300964355 + ], + "logprob_reward": -0.1010967493057251, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1010967493057251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1570204347372055, + 0.2669592797756195, + 0.17446130514144897, + 0.022069770842790604, + 0.059809498488903046, + 0.06851733475923538, + 0.054145846515893936, + 0.040878698229789734, + 0.07166637480258942, + 0.08447139710187912 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.1010967493057251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107135813683271 + ], + "opposite_logprob_tokens": [ + -5.5041069984436035 + ], + "logprob_reward": -0.004107135813683271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107135813683271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14814895391464233, + 0.1541558802127838, + 0.1661413460969925, + 0.05662087723612785, + 0.04572393372654915, + 0.0448913648724556, + 0.04514067620038986, + 0.05892893299460411, + 0.11057242751121521, + 0.1696755737066269 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.004107135813683271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052522532641887665 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.0052522532641887665, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052522532641887665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08854803442955017, + 0.07375723123550415, + 0.05906945466995239, + 0.022981565445661545, + 0.051505375653505325, + 0.05216950550675392, + 0.0951872244477272, + 0.1916099637746811, + 0.15021468698978424, + 0.21495701372623444 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0052522532641887665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232951641082764 + ], + "opposite_logprob_tokens": [ + -0.8982951641082764 + ], + "logprob_reward": -0.5232951641082764, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232951641082764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059991154819726944, + 0.20285071432590485, + 0.12297099828720093, + 0.021579986438155174, + 0.0566665455698967, + 0.039019688963890076, + 0.051901184022426605, + 0.05993719398975372, + 0.0890565738081932, + 0.2960260212421417 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.5232951641082764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a regal woman with long, flowing black hair wearing a red silk robe with golden cloud motifs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman standing on a mossy rock ledge in a lush canyon while holding a massive dark lacquered fan with an ink dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman swing the fan in an arc that magically unleashes a torrent of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered in surreal, smooth, photorealistic detail with tumbling waves and spray, contrasting with the stylized world?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera dramatically zoom out to wide shots revealing the scale of the flood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033686574548482895 + ], + "opposite_logprob_tokens": [ + -3.408686637878418 + ], + "logprob_reward": -0.033686574548482895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033686574548482895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04004266858100891, + 0.17273783683776855, + 0.04829453304409981, + 0.02451290749013424, + 0.023979483172297478, + 0.18718232214450836, + 0.07413613796234131, + 0.10427363961935043, + 0.11841727793216705, + 0.20642322301864624 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.033686574548482895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_14/index_tensor([5028, 5028])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_14/index_tensor([5028, 5028])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c66811b8afe76b03ba8bec6c49ab928599d76e0b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_14/index_tensor([5028, 5028])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, filmed from a low angle, follows a majestic, massive Chinese-style house ship as it plows through the surging waves of a vermilion-colored lake with unstoppable force. Constructed of dark lacquered wood, its surface reflects an eerie red light. Its multi-layered structure, with its soaring eaves and angled corners, is adorned with rows of crimson silk lanterns, swaying wildly under the violent voyage. A massive, intricately carved dragon head, its eyes inlaid with jade, fiercely cleaves the surging crimson waves, stirring up a sea of blood-red spray. The entire world is enveloped by the distant, crimson skyline where the water meets the sky, casting long, twisting shadows and creating an atmosphere of both grandeur and unease. Suddenly, the frame flashes violently with a blinding white light, the camera's focus momentarily losing focus from the clear, intricate carvings of the ship's prow and rapidly switching to the blazing, blood-red dividing line of the distant skyline, reducing the massive house ship to a majestic, blurred silhouette in the foreground.", + "seed": 21591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_14/index_5028_seed_21591_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04386304095387459, + "vlm_logprob": -0.04386304095387459, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.04386304095387459, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07350632548332214 + ], + "opposite_logprob_tokens": [ + -2.6985063552856445 + ], + "logprob_reward": -0.07350632548332214, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07350632548332214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11845745146274567, + 0.05515756830573082, + 0.04081444442272186, + 0.05274081975221634, + 0.2560493052005768, + 0.055334050208330154, + 0.0421304777264595, + 0.25792834162712097, + 0.028807951137423515, + 0.09257959574460983 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.07350632548332214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373248547315598 + ], + "opposite_logprob_tokens": [ + -3.6513731479644775 + ], + "logprob_reward": -0.026373248547315598, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373248547315598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12789073586463928, + 0.06930923461914062, + 0.06607908755540848, + 0.04416358470916748, + 0.21899867057800293, + 0.045663319528102875, + 0.061679206788539886, + 0.2345982789993286, + 0.034100938588380814, + 0.09751687943935394 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.026373248547315598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498814582824707 + ], + "opposite_logprob_tokens": [ + -2.929988145828247 + ], + "logprob_reward": -0.05498814582824707, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498814582824707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34691816568374634, + 0.08657900989055634, + 0.04623609036207199, + 0.03881271928548813, + 0.21271207928657532, + 0.06593412160873413, + 0.0555194728076458, + 0.07079880684614182, + 0.027043063193559647, + 0.049446411430835724 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05498814582824707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353858411312103 + ], + "opposite_logprob_tokens": [ + -3.6513538360595703 + ], + "logprob_reward": -0.026353858411312103, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353858411312103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13863804936408997, + 0.07127503305673599, + 0.03257789835333824, + 0.07772954553365707, + 0.20865190029144287, + 0.0859251543879509, + 0.043317437171936035, + 0.28048351407051086, + 0.025134390220046043, + 0.03626713901758194 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.026353858411312103 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038093626499176025 + ], + "opposite_logprob_tokens": [ + -3.2880935668945312 + ], + "logprob_reward": -0.038093626499176025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038093626499176025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07802911102771759, + 0.042366329580545425, + 0.02307753823697567, + 0.03547787293791771, + 0.08402702957391739, + 0.04672759398818016, + 0.03421320393681526, + 0.0692276805639267, + 0.0909305140376091, + 0.49592307209968567 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.038093626499176025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, follows a majestic, massive Chinese-style house ship as it plows through the surging waves of a vermilion-colored lake with unstoppable force. Constructed of dark lacquered wood, its surface reflects an eerie red light. Its multi-layered structure, with its soaring eaves and angled corners, is adorned with rows of crimson silk lanterns, swaying wildly under the violent voyage. A massive, intricately carved dragon head, its eyes inlaid with jade, fiercely cleaves the surging crimson waves, stirring up a sea of blood-red spray. The entire world is enveloped by the distant, crimson skyline where the water meets the sky, casting long, twisting shadows and creating an atmosphere of both grandeur and unease. Suddenly, the frame flashes violently with a blinding white light, the camera's focus momentarily losing focus from the clear, intricate carvings of the ship's prow and rapidly switching to the blazing, blood-red dividing line of the distant skyline, reducing the massive house ship to a majestic, blurred silhouette in the foreground.", + "seed": 21592, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_14/index_5028_seed_21592_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04209169186651707, + "vlm_logprob": -0.04209169186651707, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.04209169186651707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09473761916160583 + ], + "opposite_logprob_tokens": [ + -2.4697375297546387 + ], + "logprob_reward": -0.09473761916160583, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09473761916160583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08999616652727127, + 0.11483313143253326, + 0.06573829799890518, + 0.09012199938297272, + 0.1663069725036621, + 0.1784418374300003, + 0.07028277963399887, + 0.03194912523031235, + 0.053753022104501724, + 0.13857658207416534 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.09473761916160583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609283819794655 + ], + "opposite_logprob_tokens": [ + -3.8956093788146973 + ], + "logprob_reward": -0.020609283819794655, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609283819794655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05039875954389572, + 0.22664053738117218, + 0.05002139136195183, + 0.08141554892063141, + 0.08777797222137451, + 0.09319835156202316, + 0.12281117588281631, + 0.08163335919380188, + 0.12903760373592377, + 0.07706531882286072 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.020609283819794655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023310668766498566 + ], + "opposite_logprob_tokens": [ + -3.773310661315918 + ], + "logprob_reward": -0.023310668766498566, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023310668766498566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07516375184059143, + 0.0906936526298523, + 0.09450139850378036, + 0.21589180827140808, + 0.18671514093875885, + 0.08378846198320389, + 0.10804492980241776, + 0.03751320764422417, + 0.052358634769916534, + 0.05532897263765335 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.023310668766498566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810751438140869 + ], + "opposite_logprob_tokens": [ + -3.288107395172119 + ], + "logprob_reward": -0.03810751438140869, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810751438140869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060524143278598785, + 0.3101973235607147, + 0.0296944510191679, + 0.05901256576180458, + 0.03819088265299797, + 0.05080032721161842, + 0.2037937194108963, + 0.02392241358757019, + 0.18843939900398254, + 0.03542475402355194 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.03810751438140869 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369337320327759 + ], + "opposite_logprob_tokens": [ + -3.408693313598633 + ], + "logprob_reward": -0.03369337320327759, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369337320327759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055225152522325516, + 0.047525085508823395, + 0.04300463944673538, + 0.0665985569357872, + 0.08549600839614868, + 0.0372689925134182, + 0.04776445031166077, + 0.08423358201980591, + 0.3837544023990631, + 0.14912918210029602 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.03369337320327759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, follows a majestic, massive Chinese-style house ship as it plows through the surging waves of a vermilion-colored lake with unstoppable force. Constructed of dark lacquered wood, its surface reflects an eerie red light. Its multi-layered structure, with its soaring eaves and angled corners, is adorned with rows of crimson silk lanterns, swaying wildly under the violent voyage. A massive, intricately carved dragon head, its eyes inlaid with jade, fiercely cleaves the surging crimson waves, stirring up a sea of blood-red spray. The entire world is enveloped by the distant, crimson skyline where the water meets the sky, casting long, twisting shadows and creating an atmosphere of both grandeur and unease. Suddenly, the frame flashes violently with a blinding white light, the camera's focus momentarily losing focus from the clear, intricate carvings of the ship's prow and rapidly switching to the blazing, blood-red dividing line of the distant skyline, reducing the massive house ship to a majestic, blurred silhouette in the foreground.", + "seed": 21593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_14/index_5028_seed_21593_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07112226858735085, + "vlm_logprob": -0.07112226858735085, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.07112226858735085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11730014532804489 + ], + "opposite_logprob_tokens": [ + -2.242300033569336 + ], + "logprob_reward": -0.11730014532804489, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11730014532804489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18476299941539764, + 0.11467817425727844, + 0.10878442972898483, + 0.06014452874660492, + 0.0762801393866539, + 0.17956970632076263, + 0.09908947348594666, + 0.04094160348176956, + 0.09776198118925095, + 0.03798700496554375 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.11730014532804489 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034741461277008 + ], + "opposite_logprob_tokens": [ + -2.3503475189208984 + ], + "logprob_reward": -0.10034741461277008, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034741461277008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07018008083105087, + 0.4503958821296692, + 0.0906207337975502, + 0.0481841042637825, + 0.04136716574430466, + 0.06271962076425552, + 0.037124160677194595, + 0.041132859885692596, + 0.11240977048873901, + 0.04586562514305115 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.10034741461277008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038129545748233795 + ], + "opposite_logprob_tokens": [ + -3.2881295680999756 + ], + "logprob_reward": -0.038129545748233795, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038129545748233795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11913218349218369, + 0.1279957890510559, + 0.20867541432380676, + 0.03723233938217163, + 0.051181573420763016, + 0.2046118825674057, + 0.0819411501288414, + 0.06417430937290192, + 0.059091247618198395, + 0.045964136719703674 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.038129545748233795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817644506692886 + ], + "opposite_logprob_tokens": [ + -3.529817581176758 + ], + "logprob_reward": -0.029817644506692886, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817644506692886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11720208823680878, + 0.053598467260599136, + 0.03605028614401817, + 0.08170578628778458, + 0.05358098819851875, + 0.13498523831367493, + 0.20242351293563843, + 0.06491773575544357, + 0.1976800262928009, + 0.05785592272877693 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.029817644506692886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001659274101257 + ], + "opposite_logprob_tokens": [ + -2.695016622543335 + ], + "logprob_reward": -0.07001659274101257, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001659274101257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05046720802783966, + 0.0546833872795105, + 0.03601396083831787, + 0.03546260669827461, + 0.033462028950452805, + 0.07897782325744629, + 0.08947672694921494, + 0.0590994693338871, + 0.12933231890201569, + 0.43302449584007263 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.07001659274101257 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, filmed from a low angle, follows a majestic, massive Chinese-style house ship as it plows through the surging waves of a vermilion-colored lake with unstoppable force. Constructed of dark lacquered wood, its surface reflects an eerie red light. Its multi-layered structure, with its soaring eaves and angled corners, is adorned with rows of crimson silk lanterns, swaying wildly under the violent voyage. A massive, intricately carved dragon head, its eyes inlaid with jade, fiercely cleaves the surging crimson waves, stirring up a sea of blood-red spray. The entire world is enveloped by the distant, crimson skyline where the water meets the sky, casting long, twisting shadows and creating an atmosphere of both grandeur and unease. Suddenly, the frame flashes violently with a blinding white light, the camera's focus momentarily losing focus from the clear, intricate carvings of the ship's prow and rapidly switching to the blazing, blood-red dividing line of the distant skyline, reducing the massive house ship to a majestic, blurred silhouette in the foreground.", + "seed": 21594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_14/index_5028_seed_21594_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0523347407579422, + "vlm_logprob": -0.0523347407579422, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.0523347407579422, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10215523093938828 + ], + "opposite_logprob_tokens": [ + -2.3521552085876465 + ], + "logprob_reward": -0.10215523093938828, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10215523093938828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23465029895305634, + 0.11602415889501572, + 0.1401723027229309, + 0.12618014216423035, + 0.04396289587020874, + 0.10277072340250015, + 0.02962627448141575, + 0.04356151074171066, + 0.12265443801879883, + 0.04039721563458443 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.10215523093938828 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813895583152771 + ], + "opposite_logprob_tokens": [ + -3.2881388664245605 + ], + "logprob_reward": -0.03813895583152771, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813895583152771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14663945138454437, + 0.04788915812969208, + 0.06360159814357758, + 0.08689413964748383, + 0.12786631286144257, + 0.2206842452287674, + 0.12044748663902283, + 0.07961961627006531, + 0.04576171189546585, + 0.060596298426389694 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.03813895583152771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054996833205223083 + ], + "opposite_logprob_tokens": [ + -2.9299967288970947 + ], + "logprob_reward": -0.054996833205223083, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054996833205223083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27243030071258545, + 0.10307454317808151, + 0.18156792223453522, + 0.07181616872549057, + 0.07198699563741684, + 0.12921690940856934, + 0.04210865497589111, + 0.03956442326307297, + 0.04792715236544609, + 0.0403069406747818 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.054996833205223083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309263080358505 + ], + "opposite_logprob_tokens": [ + -3.168092727661133 + ], + "logprob_reward": -0.04309263080358505, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309263080358505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11650653183460236, + 0.08104731887578964, + 0.1340586245059967, + 0.06862576305866241, + 0.17500215768814087, + 0.1254720687866211, + 0.06465568393468857, + 0.04993656277656555, + 0.14400924742221832, + 0.04068604111671448 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.04309263080358505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Chinese-style house ship constructed of dark lacquered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ship moving through a vermilion-colored lake with surging waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship feature a massive, intricately carved dragon head with jade-inlaid eyes cleaving the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filmed from a low angle with a dynamic tracking shot following the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a sudden flash of blinding white light causing the camera to lose focus and blur the ship into a silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290053009986877 + ], + "opposite_logprob_tokens": [ + -3.7732901573181152 + ], + "logprob_reward": -0.023290053009986877, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290053009986877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04378977790474892, + 0.02941320277750492, + 0.05405697226524353, + 0.016527000814676285, + 0.042505789548158646, + 0.051767680794000626, + 0.03948807343840599, + 0.0960235446691513, + 0.5760632753372192, + 0.050364650785923004 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.023290053009986877 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_15/index_tensor([1674, 1674])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_15/index_tensor([1674, 1674])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e8a9aec6250c892179b4df737fc431dc21b4ea60 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_15/index_tensor([1674, 1674])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, shot from the side, perfectly follows an armored character at a smooth, high-frame rate as he gallops across a world composed entirely of vast pixel blocks. The character wears a full suit of plate armor composed of crisp silver pixels, a helmet with a T-shaped visor, and a cape of red pixels billowing dramatically behind him at high speed. He leans over, gripping the reins tightly, guiding a sturdy steed made of brown and tan pixels, its four blocky legs racing with a smooth, powerful looping animation. They cross a bridge woven from thick green and brown pixelated vines, spanning a bottomless digital abyss populated by slow-moving, occasionally glitchy purple and black data cubes. With each thump of the horse's hooves, the vine bridge sways slightly, its tiny pixelated leaves vibrating. In the distant background, a majestic mountain range, also made of blocks, rises beneath a cyan pixelated sky dotted with perfectly square white clouds. The entire scene is bathed in a bright, even digital light, with few shadows, highlighting the saturated and vibrant colors, all of which together create an intense, heart-pounding sense of nostalgic gaming retro charm.", + "seed": 30699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_15/index_1674_seed_30699_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13122122073546053, + "vlm_logprob": -0.13122122073546053, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.13122122073546053, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3487370014190674 + ], + "opposite_logprob_tokens": [ + -1.2237370014190674 + ], + "logprob_reward": -0.3487370014190674, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3487370014190674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16669051349163055, + 0.076387919485569, + 0.05949590355157852, + 0.05640207231044769, + 0.07401358336210251, + 0.04862246662378311, + 0.021395064890384674, + 0.04353892430663109, + 0.023876255378127098, + 0.4295773208141327 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.3487370014190674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864844024181366 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.00864844024181366, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864844024181366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06667882949113846, + 0.05257647857069969, + 0.02681359089910984, + 0.03419195115566254, + 0.03781750798225403, + 0.01732539013028145, + 0.17443515360355377, + 0.015565948560833931, + 0.03436465188860893, + 0.5402305722236633 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.00864844024181366 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134647011756897 + ], + "opposite_logprob_tokens": [ + -1.4063464403152466 + ], + "logprob_reward": -0.28134647011756897, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134647011756897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057608772069215775, + 0.03121986798942089, + 0.030017849057912827, + 0.023409774526953697, + 0.009811215102672577, + 0.020433755591511726, + 0.24464482069015503, + 0.012852846644818783, + 0.018231729045510292, + 0.5517693758010864 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.28134647011756897 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003188646864145994 + ], + "opposite_logprob_tokens": [ + -5.753188610076904 + ], + "logprob_reward": -0.003188646864145994, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003188646864145994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035822127014398575, + 0.009199438616633415, + 0.01060018315911293, + 0.005131665151566267, + 0.004594487138092518, + 0.005760963540524244, + 0.011277874000370502, + 0.013923867605626583, + 0.030954141169786453, + 0.8727352023124695 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.003188646864145994 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185545034706593 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185545034706593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185545034706593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05067077651619911, + 0.015279236249625683, + 0.01815391704440117, + 0.00926535576581955, + 0.022925719618797302, + 0.008504454046487808, + 0.02458980120718479, + 0.006898248568177223, + 0.006714985705912113, + 0.8369975090026855 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.014185545034706593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from the side, perfectly follows an armored character at a smooth, high-frame rate as he gallops across a world composed entirely of vast pixel blocks. The character wears a full suit of plate armor composed of crisp silver pixels, a helmet with a T-shaped visor, and a cape of red pixels billowing dramatically behind him at high speed. He leans over, gripping the reins tightly, guiding a sturdy steed made of brown and tan pixels, its four blocky legs racing with a smooth, powerful looping animation. They cross a bridge woven from thick green and brown pixelated vines, spanning a bottomless digital abyss populated by slow-moving, occasionally glitchy purple and black data cubes. With each thump of the horse's hooves, the vine bridge sways slightly, its tiny pixelated leaves vibrating. In the distant background, a majestic mountain range, also made of blocks, rises beneath a cyan pixelated sky dotted with perfectly square white clouds. The entire scene is bathed in a bright, even digital light, with few shadows, highlighting the saturated and vibrant colors, all of which together create an intense, heart-pounding sense of nostalgic gaming retro charm.", + "seed": 30700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_15/index_1674_seed_30700_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07869528946466745, + "vlm_logprob": -0.07869528946466745, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.07869528946466745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25230517983436584 + ], + "opposite_logprob_tokens": [ + -1.5023051500320435 + ], + "logprob_reward": -0.25230517983436584, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25230517983436584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036110322922468185, + 0.02760433405637741, + 0.018459662795066833, + 0.014402410946786404, + 0.6865596175193787, + 0.06566518545150757, + 0.023465659469366074, + 0.034136027097702026, + 0.07537701725959778, + 0.0182198416441679 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.25230517983436584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257826764136553 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257826764136553, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257826764136553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14011481404304504, + 0.15178528428077698, + 0.053198542445898056, + 0.047612547874450684, + 0.25742635130882263, + 0.058418236672878265, + 0.08520452678203583, + 0.08729072660207748, + 0.04539388045668602, + 0.07355506718158722 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.005257826764136553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029824078083038 + ], + "opposite_logprob_tokens": [ + -2.3502981662750244 + ], + "logprob_reward": -0.10029824078083038, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029824078083038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14824095368385315, + 0.1150771751999855, + 0.07817034423351288, + 0.08362706750631332, + 0.3595457077026367, + 0.047231364995241165, + 0.04710010439157486, + 0.05021999403834343, + 0.023667171597480774, + 0.04712008312344551 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.10029824078083038 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019363479223102331 + ], + "opposite_logprob_tokens": [ + -6.251936435699463 + ], + "logprob_reward": -0.0019363479223102331, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019363479223102331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13175015151500702, + 0.10006629675626755, + 0.08806745707988739, + 0.06212542578577995, + 0.13510528206825256, + 0.0741414949297905, + 0.08236882835626602, + 0.056961286813020706, + 0.12746372818946838, + 0.14195005595684052 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0019363479223102331 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03367885202169418 + ], + "opposite_logprob_tokens": [ + -3.4086787700653076 + ], + "logprob_reward": -0.03367885202169418, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03367885202169418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.136973574757576, + 0.08413887023925781, + 0.036425843834877014, + 0.09169688820838928, + 0.11587894707918167, + 0.13498617708683014, + 0.1365853101015091, + 0.047709956765174866, + 0.031054308637976646, + 0.18455015122890472 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.03367885202169418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from the side, perfectly follows an armored character at a smooth, high-frame rate as he gallops across a world composed entirely of vast pixel blocks. The character wears a full suit of plate armor composed of crisp silver pixels, a helmet with a T-shaped visor, and a cape of red pixels billowing dramatically behind him at high speed. He leans over, gripping the reins tightly, guiding a sturdy steed made of brown and tan pixels, its four blocky legs racing with a smooth, powerful looping animation. They cross a bridge woven from thick green and brown pixelated vines, spanning a bottomless digital abyss populated by slow-moving, occasionally glitchy purple and black data cubes. With each thump of the horse's hooves, the vine bridge sways slightly, its tiny pixelated leaves vibrating. In the distant background, a majestic mountain range, also made of blocks, rises beneath a cyan pixelated sky dotted with perfectly square white clouds. The entire scene is bathed in a bright, even digital light, with few shadows, highlighting the saturated and vibrant colors, all of which together create an intense, heart-pounding sense of nostalgic gaming retro charm.", + "seed": 30701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_15/index_1674_seed_30701_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07901426255702973, + "vlm_logprob": -0.07901426255702973, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.07901426255702973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25220996141433716 + ], + "opposite_logprob_tokens": [ + -1.5022099018096924 + ], + "logprob_reward": -0.25220996141433716, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25220996141433716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10845807194709778, + 0.07825912535190582, + 0.19760330021381378, + 0.20046283304691315, + 0.13778090476989746, + 0.0920591652393341, + 0.05696345120668411, + 0.05325018987059593, + 0.030933765694499016, + 0.04422922432422638 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.25220996141433716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097876638174057 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.0097876638174057, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097876638174057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12169340252876282, + 0.029410935938358307, + 0.08118604123592377, + 0.02847239002585411, + 0.29707270860671997, + 0.04167093336582184, + 0.36885327100753784, + 0.010434377938508987, + 0.0064209504052996635, + 0.014784961007535458 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.0097876638174057 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292606592178345 + ], + "opposite_logprob_tokens": [ + -2.2379260063171387 + ], + "logprob_reward": -0.11292606592178345, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292606592178345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1149727925658226, + 0.02756255678832531, + 0.37442678213119507, + 0.0844961404800415, + 0.12484057992696762, + 0.07869362831115723, + 0.13101613521575928, + 0.011834894306957722, + 0.0111149363219738, + 0.04104147106409073 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.11292606592178345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040906332433223724 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.0040906332433223724, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040906332433223724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07230459153652191, + 0.0874272882938385, + 0.15970773994922638, + 0.11331573873758316, + 0.06194926053285599, + 0.051277562975883484, + 0.2964293360710144, + 0.08353342115879059, + 0.055532991886138916, + 0.018522078171372414 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.0040906332433223724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016056988388299942 + ], + "opposite_logprob_tokens": [ + -4.141057014465332 + ], + "logprob_reward": -0.016056988388299942, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016056988388299942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25323033332824707, + 0.09705160558223724, + 0.11423476785421371, + 0.13922561705112457, + 0.0927843526005745, + 0.09953265637159348, + 0.06686614453792572, + 0.06564240157604218, + 0.03251019865274429, + 0.03892194479703903 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.016056988388299942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from the side, perfectly follows an armored character at a smooth, high-frame rate as he gallops across a world composed entirely of vast pixel blocks. The character wears a full suit of plate armor composed of crisp silver pixels, a helmet with a T-shaped visor, and a cape of red pixels billowing dramatically behind him at high speed. He leans over, gripping the reins tightly, guiding a sturdy steed made of brown and tan pixels, its four blocky legs racing with a smooth, powerful looping animation. They cross a bridge woven from thick green and brown pixelated vines, spanning a bottomless digital abyss populated by slow-moving, occasionally glitchy purple and black data cubes. With each thump of the horse's hooves, the vine bridge sways slightly, its tiny pixelated leaves vibrating. In the distant background, a majestic mountain range, also made of blocks, rises beneath a cyan pixelated sky dotted with perfectly square white clouds. The entire scene is bathed in a bright, even digital light, with few shadows, highlighting the saturated and vibrant colors, all of which together create an intense, heart-pounding sense of nostalgic gaming retro charm.", + "seed": 30702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_15/index_1674_seed_30702_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08366070790216326, + "vlm_logprob": -0.08366070790216326, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.08366070790216326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22566112875938416 + ], + "opposite_logprob_tokens": [ + -1.6006611585617065 + ], + "logprob_reward": -0.22566112875938416, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22566112875938416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19056834280490875, + 0.06504695862531662, + 0.09348025918006897, + 0.06040361523628235, + 0.06783639639616013, + 0.14956270158290863, + 0.07832693308591843, + 0.20512458682060242, + 0.0400981530547142, + 0.04955217242240906 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.22566112875938416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207758009433746 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207758009433746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207758009433746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3138290345668793, + 0.07238493859767914, + 0.06152771785855293, + 0.06436636298894882, + 0.059488359838724136, + 0.11315345764160156, + 0.030996961519122124, + 0.15328074991703033, + 0.09566787630319595, + 0.03530449792742729 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.014207758009433746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281772077083588 + ], + "opposite_logprob_tokens": [ + -2.017817735671997 + ], + "logprob_reward": -0.14281772077083588, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281772077083588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22707270085811615, + 0.10182344168424606, + 0.2240629643201828, + 0.05153730511665344, + 0.04534682631492615, + 0.07974330335855484, + 0.06526381522417068, + 0.10329347848892212, + 0.05458010360598564, + 0.047276027500629425 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.14281772077083588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019364668987691402 + ], + "opposite_logprob_tokens": [ + -6.251936435699463 + ], + "logprob_reward": -0.0019364668987691402, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019364668987691402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17960380017757416, + 0.07811464369297028, + 0.16723717749118805, + 0.07267651706933975, + 0.06679055094718933, + 0.06289803236722946, + 0.03677026554942131, + 0.039728909730911255, + 0.017268206924200058, + 0.27891185879707336 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.0019364668987691402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an armored character wearing a full suit of plate armor with a T-shaped visor helmet and a red pixelated cape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character galloping on a sturdy steed made of brown and tan pixels with four blocky legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are they crossing a bridge woven from thick green and brown pixelated vines spanning a bottomless digital abyss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature a blocky mountain range beneath a cyan pixelated sky with square white clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from the side, performing a smooth dynamic tracking shot that follows the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368046507239342 + ], + "opposite_logprob_tokens": [ + -3.4086804389953613 + ], + "logprob_reward": -0.03368046507239342, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368046507239342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11551667749881744, + 0.07003466039896011, + 0.10648646205663681, + 0.1286657452583313, + 0.0488579086959362, + 0.08231732249259949, + 0.1203385591506958, + 0.13291582465171814, + 0.07103852927684784, + 0.12382835149765015 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.03368046507239342 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_2/index_tensor([2666, 2666])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_2/index_tensor([2666, 2666])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8be1884e329b7d1557bfc8907418c8673f67186a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_2/index_tensor([2666, 2666])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fixed, overhead bird's-eye view, with a near-Godlike perspective, calmly observes an elderly man with a sickly face. He lies on his back on a bed covered in slightly wrinkled off-white cotton sheets. His sparse, graying hair is matted to a sweat-soaked forehead, deep wrinkles knotted tightly together with pain. He wears a pale, light-blue striped hospital gown, one button undone at the collar, revealing the shrunken skin below his collarbone. An old-fashioned lamp on the bedside table emits the only warm yellow light, casting long, soft shadows in the dim room, accentuating his sunken eye sockets and cheekbones. Suddenly, a violent cough seizes him. He struggles to tilt his head to one side, his body instinctively hunching over. His thin shoulders heave violently and spasmodically with each deep, hoarse cough, and the dark gray blanket covering his chest rises and falls with it. This painful process is slow and difficult, and the entire picture presents a gloomy oil painting texture under the dim light, creating a heartbreaking atmosphere of tranquility and depression as a life struggles in illness.", + "seed": 31483, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_2/index_2666_seed_31483_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.43806059285998344, + "vlm_logprob": -0.43806059285998344, + "vlm_yes_no_margin": 1.5, + "vlm_token_credit": -0.43806059285998344, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2290970087051392 + ], + "opposite_logprob_tokens": [ + -0.3540969789028168 + ], + "logprob_reward": -1.2290970087051392, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2290970087051392, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6927139163017273, + 0.049687862396240234, + 0.032996341586112976, + 0.04974434897303581, + 0.016748281195759773, + 0.012265435419976711, + 0.025109756737947464, + 0.02299400418996811, + 0.03392967954277992, + 0.063810333609581 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -1.2290970087051392 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814652934670448 + ], + "opposite_logprob_tokens": [ + -3.288146495819092 + ], + "logprob_reward": -0.03814652934670448, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814652934670448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5282467603683472, + 0.06284143030643463, + 0.059302765876054764, + 0.045212991535663605, + 0.013383286073803902, + 0.0840250700712204, + 0.0883714109659195, + 0.06034490466117859, + 0.013245162554085255, + 0.045026250183582306 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.03814652934670448 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812495619058609 + ], + "opposite_logprob_tokens": [ + -3.2881250381469727 + ], + "logprob_reward": -0.03812495619058609, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812495619058609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42637431621551514, + 0.13658922910690308, + 0.03267517685890198, + 0.027336303144693375, + 0.02768177166581154, + 0.012135741300880909, + 0.22647184133529663, + 0.02165437489748001, + 0.040189310908317566, + 0.04889186844229698 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.03812495619058609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578433752059937 + ], + "opposite_logprob_tokens": [ + -0.6328433752059937 + ], + "logprob_reward": -0.7578433752059937, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578433752059937, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.29636481404304504, + 0.08984234929084778, + 0.04426116123795509, + 0.025300001725554466, + 0.09418997168540955, + 0.030919726938009262, + 0.2753581404685974, + 0.026495004072785378, + 0.047557685524225235, + 0.06971119344234467 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.7578433752059937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709109485149384 + ], + "opposite_logprob_tokens": [ + -2.1270911693573 + ], + "logprob_reward": -0.12709109485149384, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709109485149384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4924478828907013, + 0.07024519145488739, + 0.03653636947274208, + 0.046522486954927444, + 0.08178723603487015, + 0.02574080415070057, + 0.1459326595067978, + 0.03214007988572121, + 0.013191494159400463, + 0.055455781519412994 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.12709109485149384 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "fixed, overhead bird's-eye view, with a near-Godlike perspective, calmly observes an elderly man with a sickly face. He lies on his back on a bed covered in slightly wrinkled off-white cotton sheets. His sparse, graying hair is matted to a sweat-soaked forehead, deep wrinkles knotted tightly together with pain. He wears a pale, light-blue striped hospital gown, one button undone at the collar, revealing the shrunken skin below his collarbone. An old-fashioned lamp on the bedside table emits the only warm yellow light, casting long, soft shadows in the dim room, accentuating his sunken eye sockets and cheekbones. Suddenly, a violent cough seizes him. He struggles to tilt his head to one side, his body instinctively hunching over. His thin shoulders heave violently and spasmodically with each deep, hoarse cough, and the dark gray blanket covering his chest rises and falls with it. This painful process is slow and difficult, and the entire picture presents a gloomy oil painting texture under the dim light, creating a heartbreaking atmosphere of tranquility and depression as a life struggles in illness.", + "seed": 31484, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_2/index_2666_seed_31484_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5842123210430146, + "vlm_logprob": -0.5842123210430146, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.5842123210430146, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.352851390838623 + ], + "opposite_logprob_tokens": [ + -0.10285137593746185 + ], + "logprob_reward": -2.352851390838623, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.352851390838623, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19566719233989716, + 0.045211128890514374, + 0.18501457571983337, + 0.05504515394568443, + 0.019918091595172882, + 0.11869391053915024, + 0.02180076576769352, + 0.0894942358136177, + 0.03452635183930397, + 0.2346285581588745 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -2.352851390838623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06215415522456169 + ], + "opposite_logprob_tokens": [ + -2.8121540546417236 + ], + "logprob_reward": -0.06215415522456169, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06215415522456169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15633127093315125, + 0.0464465469121933, + 0.19642022252082825, + 0.03751227632164955, + 0.07987227290868759, + 0.0970539003610611, + 0.039772771298885345, + 0.12394608557224274, + 0.050892122089862823, + 0.17175255715847015 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.06215415522456169 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029833149164915085 + ], + "opposite_logprob_tokens": [ + -3.5298330783843994 + ], + "logprob_reward": -0.029833149164915085, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029833149164915085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2390030026435852, + 0.06676547974348068, + 0.2684171795845032, + 0.020296476781368256, + 0.011803497560322285, + 0.1180661991238594, + 0.02011682093143463, + 0.1456945687532425, + 0.026269683614373207, + 0.08356714248657227 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.029833149164915085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38714495301246643 + ], + "opposite_logprob_tokens": [ + -1.137144923210144 + ], + "logprob_reward": -0.38714495301246643, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38714495301246643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08287204056978226, + 0.05792893469333649, + 0.2155977487564087, + 0.08173786848783493, + 0.06349653005599976, + 0.06712071597576141, + 0.04427986964583397, + 0.10085700452327728, + 0.18366630375385284, + 0.10244299471378326 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.38714495301246643 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907795697450638 + ], + "opposite_logprob_tokens": [ + -2.464077949523926 + ], + "logprob_reward": -0.08907795697450638, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907795697450638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27256616950035095, + 0.03133826330304146, + 0.14252708852291107, + 0.03198425471782684, + 0.017896743491292, + 0.016264036297798157, + 0.014722066931426525, + 0.12300567328929901, + 0.025277644395828247, + 0.3244180381298065 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.08907795697450638 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, overhead bird's-eye view, with a near-Godlike perspective, calmly observes an elderly man with a sickly face. He lies on his back on a bed covered in slightly wrinkled off-white cotton sheets. His sparse, graying hair is matted to a sweat-soaked forehead, deep wrinkles knotted tightly together with pain. He wears a pale, light-blue striped hospital gown, one button undone at the collar, revealing the shrunken skin below his collarbone. An old-fashioned lamp on the bedside table emits the only warm yellow light, casting long, soft shadows in the dim room, accentuating his sunken eye sockets and cheekbones. Suddenly, a violent cough seizes him. He struggles to tilt his head to one side, his body instinctively hunching over. His thin shoulders heave violently and spasmodically with each deep, hoarse cough, and the dark gray blanket covering his chest rises and falls with it. This painful process is slow and difficult, and the entire picture presents a gloomy oil painting texture under the dim light, creating a heartbreaking atmosphere of tranquility and depression as a life struggles in illness.", + "seed": 31485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_2/index_2666_seed_31485_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4700845256447792, + "vlm_logprob": -0.4700845256447792, + "vlm_yes_no_margin": 1.475, + "vlm_token_credit": -0.4700845256447792, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9195209741592407 + ], + "opposite_logprob_tokens": [ + -0.16952098906040192 + ], + "logprob_reward": -1.9195209741592407, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9195209741592407, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.36614465713500977, + 0.07822196930646896, + 0.07039415091276169, + 0.0730261281132698, + 0.16944575309753418, + 0.05425070598721504, + 0.03788473829627037, + 0.021890541538596153, + 0.04080710932612419, + 0.08793424069881439 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -1.9195209741592407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08913346379995346 + ], + "opposite_logprob_tokens": [ + -2.4641335010528564 + ], + "logprob_reward": -0.08913346379995346, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08913346379995346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1586017906665802, + 0.15012775361537933, + 0.05979336425662041, + 0.22457507252693176, + 0.11443918943405151, + 0.05713098123669624, + 0.034520167857408524, + 0.0915173888206482, + 0.012427297420799732, + 0.09686697274446487 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.08913346379995346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007960975170135 + ], + "opposite_logprob_tokens": [ + -2.6950795650482178 + ], + "logprob_reward": -0.07007960975170135, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007960975170135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17520926892757416, + 0.08669815957546234, + 0.16317103803157806, + 0.05523959547281265, + 0.3211527168750763, + 0.04175504669547081, + 0.04204488918185234, + 0.06145091727375984, + 0.012342930771410465, + 0.04093543440103531 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.07007960975170135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016434222459793 + ], + "opposite_logprob_tokens": [ + -1.701643466949463 + ], + "logprob_reward": -0.2016434222459793, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016434222459793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09875621646642685, + 0.08306272327899933, + 0.05704832449555397, + 0.09706088900566101, + 0.45351722836494446, + 0.04381901025772095, + 0.06806540489196777, + 0.04890022799372673, + 0.021088195964694023, + 0.02868177928030491 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.2016434222459793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004515826702118 + ], + "opposite_logprob_tokens": [ + -2.695045232772827 + ], + "logprob_reward": -0.07004515826702118, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004515826702118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16243599355220795, + 0.09681040048599243, + 0.054338231682777405, + 0.04337657615542412, + 0.3854917585849762, + 0.03233691304922104, + 0.04573677107691765, + 0.023762429133057594, + 0.03883151710033417, + 0.11687938123941422 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.07004515826702118 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, overhead bird's-eye view, with a near-Godlike perspective, calmly observes an elderly man with a sickly face. He lies on his back on a bed covered in slightly wrinkled off-white cotton sheets. His sparse, graying hair is matted to a sweat-soaked forehead, deep wrinkles knotted tightly together with pain. He wears a pale, light-blue striped hospital gown, one button undone at the collar, revealing the shrunken skin below his collarbone. An old-fashioned lamp on the bedside table emits the only warm yellow light, casting long, soft shadows in the dim room, accentuating his sunken eye sockets and cheekbones. Suddenly, a violent cough seizes him. He struggles to tilt his head to one side, his body instinctively hunching over. His thin shoulders heave violently and spasmodically with each deep, hoarse cough, and the dark gray blanket covering his chest rises and falls with it. This painful process is slow and difficult, and the entire picture presents a gloomy oil painting texture under the dim light, creating a heartbreaking atmosphere of tranquility and depression as a life struggles in illness.", + "seed": 31486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_2/index_2666_seed_31486_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4211051926016808, + "vlm_logprob": -0.4211051926016808, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.4211051926016808, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.507651448249817 + ], + "opposite_logprob_tokens": [ + -0.2576514482498169 + ], + "logprob_reward": -1.507651448249817, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.507651448249817, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18501706421375275, + 0.09543897211551666, + 0.12581421434879303, + 0.08696620911359787, + 0.28851938247680664, + 0.0574745237827301, + 0.036681998521089554, + 0.030729426071047783, + 0.03942595794796944, + 0.053932253271341324 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -1.507651448249817 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062109120190143585 + ], + "opposite_logprob_tokens": [ + -2.8121092319488525 + ], + "logprob_reward": -0.062109120190143585, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062109120190143585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1516656130552292, + 0.110518679022789, + 0.20807792246341705, + 0.05284171923995018, + 0.09422184526920319, + 0.08012508600950241, + 0.055104319006204605, + 0.024158665910363197, + 0.157265305519104, + 0.06602086126804352 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.062109120190143585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330857142806053 + ], + "opposite_logprob_tokens": [ + -3.773308515548706 + ], + "logprob_reward": -0.02330857142806053, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330857142806053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35858333110809326, + 0.06830821931362152, + 0.1059795469045639, + 0.02985132671892643, + 0.17861466109752655, + 0.07042152434587479, + 0.03133651986718178, + 0.04618843272328377, + 0.07669120281934738, + 0.03402526304125786 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02330857142806053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47433599829673767 + ], + "opposite_logprob_tokens": [ + -0.9743360280990601 + ], + "logprob_reward": -0.47433599829673767, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47433599829673767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1459326446056366, + 0.0661170482635498, + 0.07652086019515991, + 0.06318313628435135, + 0.21047650277614594, + 0.051199913024902344, + 0.1219693273305893, + 0.047805123031139374, + 0.11715781688690186, + 0.09963759034872055 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.47433599829673767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a fixed overhead bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the elderly man wearing a pale light-blue striped hospital gown with one undone button?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit primarily by a warm yellow old-fashioned lamp casting long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a violent coughing action with heaving shoulders and a rising/falling blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video have a gloomy oil painting texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038120824843645096 + ], + "opposite_logprob_tokens": [ + -3.288120746612549 + ], + "logprob_reward": -0.038120824843645096, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038120824843645096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26616960763931274, + 0.044833045452833176, + 0.24312520027160645, + 0.05151151493191719, + 0.0947076603770256, + 0.050675537437200546, + 0.0558047741651535, + 0.029499679803848267, + 0.11570415645837784, + 0.047968823462724686 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.038120824843645096 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_3/index_tensor([2821, 2821])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_3/index_tensor([2821, 2821])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1ecb7055c12a337015fda3717c2f395e1f72d604 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_3/index_tensor([2821, 2821])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Static, low-angle, wide-angle shots rendered in ultra-detailed 8K resolution capture the moment of catastrophic failure using the visual language of ultra-high-speed photography. The CN Tower's iconic, needle-like concrete structure stands at the center, silhouetted against a desolate, perfectly clear blue sky. Bright, unforgiving sunlight casts sharp, geometric shadows across its surface. As the main observation deck begins to collapse, the action begins in extreme slow motion; spiderwebs on the concrete facade split open instantly, before massive chunks weighing several tons violently break away, revealing twisted, dark steel and internal framing beneath. Shards of glass from the panoramic windows explode outward like crystalline mist, catching the sunlight as they begin their graceful yet terrifying descent. As the initial collapse unleashes a vast, billowing plume of fine gray dust that blooms outward from the rupture point, its particles individually visible against the blue background, every microsecond of the structural damage is rendered with incredible force. The scene is a surreal, silent devastation, a beautiful yet terrifying physical ballet where falling debris appears to be suspended in mid-air, creating an atmosphere of both awe-inspiring and clinical catastrophe.", + "seed": 24114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_3/index_2821_seed_24114_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08502431951928884, + "vlm_logprob": -0.08502431951928884, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08502431951928884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12973210215568542 + ], + "opposite_logprob_tokens": [ + -2.129732131958008 + ], + "logprob_reward": -0.12973210215568542, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12973210215568542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15883216261863708, + 0.05749092251062393, + 0.06631000339984894, + 0.026763267815113068, + 0.2590799629688263, + 0.11226851493120193, + 0.0893397182226181, + 0.03610038384795189, + 0.124815434217453, + 0.06899964809417725 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.12973210215568542 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296120285987854 + ], + "opposite_logprob_tokens": [ + -2.2379612922668457 + ], + "logprob_reward": -0.11296120285987854, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296120285987854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12694256007671356, + 0.08334366232156754, + 0.05423702299594879, + 0.09196730703115463, + 0.3317604064941406, + 0.03746025264263153, + 0.14878052473068237, + 0.03984612971544266, + 0.04774061217904091, + 0.037921566516160965 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.11296120285987854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104645907878876 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.038104645907878876, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104645907878876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09708147495985031, + 0.05357828363776207, + 0.028508346527814865, + 0.06769127398729324, + 0.15478026866912842, + 0.14572307467460632, + 0.05270414426922798, + 0.06900322437286377, + 0.31103479862213135, + 0.019895149394869804 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.038104645907878876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428089290857315 + ], + "opposite_logprob_tokens": [ + -2.0178089141845703 + ], + "logprob_reward": -0.1428089290857315, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428089290857315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21072325110435486, + 0.09620074927806854, + 0.0755208283662796, + 0.11924383789300919, + 0.20818690955638885, + 0.041986703872680664, + 0.09033586084842682, + 0.023449573665857315, + 0.06384813785552979, + 0.07050416618585587 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.1428089290857315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015147175872698426 + ], + "opposite_logprob_tokens": [ + -6.501514911651611 + ], + "logprob_reward": -0.0015147175872698426, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015147175872698426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0937463715672493, + 0.040251243859529495, + 0.023242652416229248, + 0.06846243888139725, + 0.22467480599880219, + 0.04149102047085762, + 0.03941360116004944, + 0.08815757930278778, + 0.36623379588127136, + 0.014326541684567928 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0015147175872698426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Static, low-angle, wide-angle shots rendered in ultra-detailed 8K resolution capture the moment of catastrophic failure using the visual language of ultra-high-speed photography. The CN Tower's iconic, needle-like concrete structure stands at the center, silhouetted against a desolate, perfectly clear blue sky. Bright, unforgiving sunlight casts sharp, geometric shadows across its surface. As the main observation deck begins to collapse, the action begins in extreme slow motion; spiderwebs on the concrete facade split open instantly, before massive chunks weighing several tons violently break away, revealing twisted, dark steel and internal framing beneath. Shards of glass from the panoramic windows explode outward like crystalline mist, catching the sunlight as they begin their graceful yet terrifying descent. As the initial collapse unleashes a vast, billowing plume of fine gray dust that blooms outward from the rupture point, its particles individually visible against the blue background, every microsecond of the structural damage is rendered with incredible force. The scene is a surreal, silent devastation, a beautiful yet terrifying physical ballet where falling debris appears to be suspended in mid-air, creating an atmosphere of both awe-inspiring and clinical catastrophe.", + "seed": 24115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_3/index_2821_seed_24115_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036768191331066194, + "vlm_logprob": -0.036768191331066194, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.036768191331066194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04438238963484764 + ], + "opposite_logprob_tokens": [ + -3.169382333755493 + ], + "logprob_reward": -0.04438238963484764, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04438238963484764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12771432101726532, + 0.06518016755580902, + 0.1563912034034729, + 0.164317786693573, + 0.043674204498529434, + 0.11883456259965897, + 0.03184966742992401, + 0.11751307547092438, + 0.09892835468053818, + 0.07559667527675629 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.04438238963484764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563135474920273 + ], + "opposite_logprob_tokens": [ + -4.387563228607178 + ], + "logprob_reward": -0.012563135474920273, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563135474920273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04645324498414993, + 0.06200496852397919, + 0.2790672779083252, + 0.38811537623405457, + 0.09850308299064636, + 0.03155839815735817, + 0.014691845513880253, + 0.02930806577205658, + 0.031050117686390877, + 0.01924763061106205 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.012563135474920273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000725716352463 + ], + "opposite_logprob_tokens": [ + -2.69500732421875 + ], + "logprob_reward": -0.07000725716352463, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000725716352463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0537417009472847, + 0.09934230148792267, + 0.08945370465517044, + 0.16277174651622772, + 0.06320692598819733, + 0.08537844568490982, + 0.07117155939340591, + 0.18424320220947266, + 0.09194492548704147, + 0.09874546527862549 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.07000725716352463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494718626141548 + ], + "opposite_logprob_tokens": [ + -2.9299471378326416 + ], + "logprob_reward": -0.05494718626141548, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494718626141548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05120546370744705, + 0.03799217939376831, + 0.07037290930747986, + 0.1736995130777359, + 0.4618750810623169, + 0.06411280483007431, + 0.023729335516691208, + 0.07408268004655838, + 0.019973639398813248, + 0.022956402972340584 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.05494718626141548 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001940988120622933 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.001940988120622933, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001940988120622933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06586484611034393, + 0.0547172874212265, + 0.042523160576820374, + 0.13198547065258026, + 0.11474287509918213, + 0.08805973827838898, + 0.04902358725667, + 0.14006875455379486, + 0.17269344627857208, + 0.1403207927942276 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.001940988120622933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Static, low-angle, wide-angle shots rendered in ultra-detailed 8K resolution capture the moment of catastrophic failure using the visual language of ultra-high-speed photography. The CN Tower's iconic, needle-like concrete structure stands at the center, silhouetted against a desolate, perfectly clear blue sky. Bright, unforgiving sunlight casts sharp, geometric shadows across its surface. As the main observation deck begins to collapse, the action begins in extreme slow motion; spiderwebs on the concrete facade split open instantly, before massive chunks weighing several tons violently break away, revealing twisted, dark steel and internal framing beneath. Shards of glass from the panoramic windows explode outward like crystalline mist, catching the sunlight as they begin their graceful yet terrifying descent. As the initial collapse unleashes a vast, billowing plume of fine gray dust that blooms outward from the rupture point, its particles individually visible against the blue background, every microsecond of the structural damage is rendered with incredible force. The scene is a surreal, silent devastation, a beautiful yet terrifying physical ballet where falling debris appears to be suspended in mid-air, creating an atmosphere of both awe-inspiring and clinical catastrophe.", + "seed": 24116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_3/index_2821_seed_24116_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.061169333104044196, + "vlm_logprob": -0.061169333104044196, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.061169333104044196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09145665913820267 + ], + "opposite_logprob_tokens": [ + -2.466456651687622 + ], + "logprob_reward": -0.09145665913820267, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09145665913820267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1268751174211502, + 0.10793102532625198, + 0.4119144082069397, + 0.08334344625473022, + 0.025365523993968964, + 0.046292200684547424, + 0.023666389286518097, + 0.10809893161058426, + 0.039811260998249054, + 0.026701670140028 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.09145665913820267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029835695400834084 + ], + "opposite_logprob_tokens": [ + -3.5298357009887695 + ], + "logprob_reward": -0.029835695400834084, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029835695400834084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019827336072921753, + 0.01350393332540989, + 0.9089092016220093, + 0.008698959834873676, + 0.010986944660544395, + 0.006090856622904539, + 0.009843281470239162, + 0.012651540338993073, + 0.003945867531001568, + 0.005542116239666939 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.029835695400834084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898371666669846 + ], + "opposite_logprob_tokens": [ + -2.578983783721924 + ], + "logprob_reward": -0.07898371666669846, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898371666669846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033867884427309036, + 0.026027807965874672, + 0.5964738726615906, + 0.06857889890670776, + 0.007720661349594593, + 0.02130233682692051, + 0.037785813212394714, + 0.15014243125915527, + 0.03334178775548935, + 0.024758465588092804 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.07898371666669846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031668096780777 + ], + "opposite_logprob_tokens": [ + -2.3503167629241943 + ], + "logprob_reward": -0.10031668096780777, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031668096780777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07280854135751724, + 0.08745582401752472, + 0.37475916743278503, + 0.13722462952136993, + 0.08429528027772903, + 0.047262173146009445, + 0.09986940026283264, + 0.04741482064127922, + 0.025249727070331573, + 0.023660434409976006 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.10031668096780777 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253913346678019 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253913346678019, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253913346678019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0965447649359703, + 0.049345243722200394, + 0.47447463870048523, + 0.09043250232934952, + 0.01438484713435173, + 0.029321474954485893, + 0.08776585012674332, + 0.04396989196538925, + 0.05047738924622536, + 0.06328339129686356 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.005253913346678019 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Static, low-angle, wide-angle shots rendered in ultra-detailed 8K resolution capture the moment of catastrophic failure using the visual language of ultra-high-speed photography. The CN Tower's iconic, needle-like concrete structure stands at the center, silhouetted against a desolate, perfectly clear blue sky. Bright, unforgiving sunlight casts sharp, geometric shadows across its surface. As the main observation deck begins to collapse, the action begins in extreme slow motion; spiderwebs on the concrete facade split open instantly, before massive chunks weighing several tons violently break away, revealing twisted, dark steel and internal framing beneath. Shards of glass from the panoramic windows explode outward like crystalline mist, catching the sunlight as they begin their graceful yet terrifying descent. As the initial collapse unleashes a vast, billowing plume of fine gray dust that blooms outward from the rupture point, its particles individually visible against the blue background, every microsecond of the structural damage is rendered with incredible force. The scene is a surreal, silent devastation, a beautiful yet terrifying physical ballet where falling debris appears to be suspended in mid-air, creating an atmosphere of both awe-inspiring and clinical catastrophe.", + "seed": 24117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_3/index_2821_seed_24117_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14620742335682735, + "vlm_logprob": -0.14620742335682735, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.14620742335682735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10242115706205368 + ], + "opposite_logprob_tokens": [ + -2.3524210453033447 + ], + "logprob_reward": -0.10242115706205368, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10242115706205368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2554077208042145, + 0.07226613163948059, + 0.022736776620149612, + 0.030573895201086998, + 0.05481564998626709, + 0.055195730179548264, + 0.12650826573371887, + 0.34975874423980713, + 0.02067616581916809, + 0.012060866691172123 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.10242115706205368 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707199156284332 + ], + "opposite_logprob_tokens": [ + -2.1270720958709717 + ], + "logprob_reward": -0.12707199156284332, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707199156284332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08807352930307388, + 0.21522261202335358, + 0.0497538261115551, + 0.10109605640172958, + 0.056681033223867416, + 0.05119495838880539, + 0.09244127571582794, + 0.3285773992538452, + 0.01163422130048275, + 0.0053250729106366634 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.12707199156284332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348749175667763 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348749175667763, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348749175667763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06422112137079239, + 0.015510228462517262, + 0.011104664765298367, + 0.044319961220026016, + 0.07906351238489151, + 0.13082963228225708, + 0.09782931953668594, + 0.499813050031662, + 0.02787749283015728, + 0.029431072995066643 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.026348749175667763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47427093982696533 + ], + "opposite_logprob_tokens": [ + -0.9742709398269653 + ], + "logprob_reward": -0.47427093982696533, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47427093982696533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2871222496032715, + 0.20155133306980133, + 0.025363391265273094, + 0.04119433835148811, + 0.10401540994644165, + 0.14796440303325653, + 0.09693796932697296, + 0.05561099946498871, + 0.022458180785179138, + 0.017781749367713928 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.47427093982696533 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the CN Tower's concrete structure located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action of the observation deck collapsing and chunks breaking away rendered in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bright, unforgiving sunlight and sharp geometric shadows visible on the tower's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast, billowing plume of fine gray dust visible blooming outward from the rupture point?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009242791566066444 + ], + "opposite_logprob_tokens": [ + -7.000924110412598 + ], + "logprob_reward": -0.0009242791566066444, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009242791566066444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1243472769856453, + 0.14449600875377655, + 0.02471407689154148, + 0.021554922685027122, + 0.050940923392772675, + 0.0725206658244133, + 0.16248935461044312, + 0.3666931688785553, + 0.022165386006236076, + 0.010078259743750095 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.0009242791566066444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_4/index_tensor([9315, 9315])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_4/index_tensor([9315, 9315])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8237675d49bc34719a3a4649abfbeb0e216fa053 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_4/index_tensor([9315, 9315])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a signature bullet-time shot, the camera pans in an extremely slow arc around the subject from a slightly upward angle, freezing the world in a surreal moment. A young fisherman, composed entirely of 8-bit pixels, wears a simple blue pixelated headscarf and a plain dark brown sleeveless jacket, standing barefoot on the wet shore of a lake composed of square blocks of pixels. He leans back slightly at the spectacle before him, his hands tightly gripping a crude, equally pixelated fishing rod. His eyes, composed of a few simple dots, reveal utter concentration and awe. Beneath him, the rippling lake surface, in extreme slow motion, ripples in concentric circles of cyan and dark blue pixels, as if time has frozen. And in the distance, a landscape painting composed of grayscale pixels unfolds in the background, its distinct peaks and crests clearly defined, a perfect fusion of retro F-style gaming and classical Eastern aesthetics. The absolute focal point of the image, a vast water crown composed of translucent white and light blue pixels, rises majestically from the center of the lake at a speed almost imperceptible to the naked eye, surrounded by countless suspended pixelated droplets, shimmering with light. The entire scene is bathed in a soft, evenly diffused light, devoid of clear shadows, further emphasizing the flatness of the image and the unique artistic style, creating an awe-inspiring atmosphere that is both serene and full of epic fantasy.", + "seed": 149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_4/index_9315_seed_149_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07388367163948714, + "vlm_logprob": -0.07388367163948714, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.07388367163948714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28219321370124817 + ], + "opposite_logprob_tokens": [ + -1.4071931838989258 + ], + "logprob_reward": -0.28219321370124817, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28219321370124817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13671118021011353, + 0.12260539829730988, + 0.11756088584661484, + 0.056748390197753906, + 0.04187241196632385, + 0.11737588793039322, + 0.041142527014017105, + 0.10064610838890076, + 0.0940256416797638, + 0.17131155729293823 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.28219321370124817 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003293186426163 + ], + "opposite_logprob_tokens": [ + -2.695032835006714 + ], + "logprob_reward": -0.07003293186426163, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003293186426163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08280216157436371, + 0.40266793966293335, + 0.12629471719264984, + 0.044099513441324234, + 0.04061149060726166, + 0.055975183844566345, + 0.02457543835043907, + 0.06991969048976898, + 0.060699719935655594, + 0.09235407412052155 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.07003293186426163 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952369887381792 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952369887381792, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952369887381792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09041488170623779, + 0.40565863251686096, + 0.09648742526769638, + 0.06254589557647705, + 0.03184867277741432, + 0.0698608011007309, + 0.024692578241229057, + 0.08165425807237625, + 0.056463029235601425, + 0.08037392050027847 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.005952369887381792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06316006183624268, + 0.4693121314048767, + 0.08285823464393616, + 0.06980360299348831, + 0.020344680175185204, + 0.030307132750749588, + 0.021859675645828247, + 0.0468684583902359, + 0.03570655733346939, + 0.15977950394153595 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.0036145609337836504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625281810760498 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625281810760498, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625281810760498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09765233844518661, + 0.05452123284339905, + 0.09388165920972824, + 0.24429699778556824, + 0.15256084501743317, + 0.05690499022603035, + 0.04359988123178482, + 0.11434410512447357, + 0.07071751356124878, + 0.07152038812637329 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.007625281810760498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a signature bullet-time shot, the camera pans in an extremely slow arc around the subject from a slightly upward angle, freezing the world in a surreal moment. A young fisherman, composed entirely of 8-bit pixels, wears a simple blue pixelated headscarf and a plain dark brown sleeveless jacket, standing barefoot on the wet shore of a lake composed of square blocks of pixels. He leans back slightly at the spectacle before him, his hands tightly gripping a crude, equally pixelated fishing rod. His eyes, composed of a few simple dots, reveal utter concentration and awe. Beneath him, the rippling lake surface, in extreme slow motion, ripples in concentric circles of cyan and dark blue pixels, as if time has frozen. And in the distance, a landscape painting composed of grayscale pixels unfolds in the background, its distinct peaks and crests clearly defined, a perfect fusion of retro F-style gaming and classical Eastern aesthetics. The absolute focal point of the image, a vast water crown composed of translucent white and light blue pixels, rises majestically from the center of the lake at a speed almost imperceptible to the naked eye, surrounded by countless suspended pixelated droplets, shimmering with light. The entire scene is bathed in a soft, evenly diffused light, devoid of clear shadows, further emphasizing the flatness of the image and the unique artistic style, creating an awe-inspiring atmosphere that is both serene and full of epic fantasy.", + "seed": 150, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_4/index_9315_seed_150_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13998432010412215, + "vlm_logprob": -0.13998432010412215, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.13998432010412215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08087759464979172 + ], + "opposite_logprob_tokens": [ + -2.5808775424957275 + ], + "logprob_reward": -0.08087759464979172, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08087759464979172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31824976205825806, + 0.04663499444723129, + 0.06271765381097794, + 0.03462304174900055, + 0.054107002913951874, + 0.032493673264980316, + 0.04449232295155525, + 0.13907088339328766, + 0.025229481980204582, + 0.24238117039203644 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.08087759464979172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761343836784363 + ], + "opposite_logprob_tokens": [ + -0.8261343836784363 + ], + "logprob_reward": -0.5761343836784363, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761343836784363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19904527068138123, + 0.07288042455911636, + 0.059282343834638596, + 0.044385235756635666, + 0.09605199843645096, + 0.056850332766771317, + 0.11326973885297775, + 0.07601173222064972, + 0.060182586312294006, + 0.2220403403043747 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.5761343836784363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795691817998886 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795691817998886, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795691817998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1370493322610855, + 0.06880972534418106, + 0.07685300707817078, + 0.04948369041085243, + 0.13794280588626862, + 0.0764429047703743, + 0.15852048993110657, + 0.0961703285574913, + 0.05133708193898201, + 0.14739058911800385 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.009795691817998886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536177411675453 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536177411675453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536177411675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15425747632980347, + 0.11563226580619812, + 0.041900914162397385, + 0.035169195383787155, + 0.04799038544297218, + 0.10919392853975296, + 0.035504598170518875, + 0.059734318405389786, + 0.01817014068365097, + 0.3824467658996582 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.012536177411675453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577752962708473 + ], + "opposite_logprob_tokens": [ + -3.8955776691436768 + ], + "logprob_reward": -0.020577752962708473, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577752962708473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037724658846855164, + 0.021375585347414017, + 0.024350767955183983, + 0.012842590920627117, + 0.03449699282646179, + 0.019294243305921555, + 0.0727982148528099, + 0.01329607143998146, + 0.012184049002826214, + 0.7516369223594666 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.020577752962708473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a signature bullet-time shot, the camera pans in an extremely slow arc around the subject from a slightly upward angle, freezing the world in a surreal moment. A young fisherman, composed entirely of 8-bit pixels, wears a simple blue pixelated headscarf and a plain dark brown sleeveless jacket, standing barefoot on the wet shore of a lake composed of square blocks of pixels. He leans back slightly at the spectacle before him, his hands tightly gripping a crude, equally pixelated fishing rod. His eyes, composed of a few simple dots, reveal utter concentration and awe. Beneath him, the rippling lake surface, in extreme slow motion, ripples in concentric circles of cyan and dark blue pixels, as if time has frozen. And in the distance, a landscape painting composed of grayscale pixels unfolds in the background, its distinct peaks and crests clearly defined, a perfect fusion of retro F-style gaming and classical Eastern aesthetics. The absolute focal point of the image, a vast water crown composed of translucent white and light blue pixels, rises majestically from the center of the lake at a speed almost imperceptible to the naked eye, surrounded by countless suspended pixelated droplets, shimmering with light. The entire scene is bathed in a soft, evenly diffused light, devoid of clear shadows, further emphasizing the flatness of the image and the unique artistic style, creating an awe-inspiring atmosphere that is both serene and full of epic fantasy.", + "seed": 151, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_4/index_9315_seed_151_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05436272118240595, + "vlm_logprob": -0.05436272118240595, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.05436272118240595, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10195038467645645 + ], + "opposite_logprob_tokens": [ + -2.3519504070281982 + ], + "logprob_reward": -0.10195038467645645, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10195038467645645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1625465750694275, + 0.19131651520729065, + 0.11219543218612671, + 0.15361067652702332, + 0.07562509924173355, + 0.03775160387158394, + 0.036913514137268066, + 0.025190850719809532, + 0.08144022524356842, + 0.12340950965881348 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.10195038467645645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280562102794647 + ], + "opposite_logprob_tokens": [ + -2.017805576324463 + ], + "logprob_reward": -0.14280562102794647, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280562102794647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12041879445314407, + 0.26309433579444885, + 0.08405981957912445, + 0.08211734145879745, + 0.0827985405921936, + 0.08624224364757538, + 0.032581765204668045, + 0.02852957509458065, + 0.12888255715370178, + 0.09127507358789444 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.14280562102794647 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787428192794323 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787428192794323, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787428192794323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11266876012086868, + 0.3692953586578369, + 0.07094777375459671, + 0.0931958332657814, + 0.05666935816407204, + 0.07095305621623993, + 0.02128109522163868, + 0.021696634590625763, + 0.1230626329779625, + 0.06022948399186134 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.009787428192794323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863579474389553 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.00863579474389553, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863579474389553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1544751226902008, + 0.14691585302352905, + 0.02637133188545704, + 0.03183358907699585, + 0.3621635437011719, + 0.05183693394064903, + 0.02057684399187565, + 0.010508855804800987, + 0.09443376213312149, + 0.10088421404361725 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.00863579474389553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634377270936966 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634377270936966, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634377270936966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2344021052122116, + 0.18291793763637543, + 0.04406438395380974, + 0.09163795411586761, + 0.06117253005504608, + 0.14080017805099487, + 0.05991416797041893, + 0.037360161542892456, + 0.09427161514759064, + 0.053458988666534424 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.008634377270936966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a signature bullet-time shot, the camera pans in an extremely slow arc around the subject from a slightly upward angle, freezing the world in a surreal moment. A young fisherman, composed entirely of 8-bit pixels, wears a simple blue pixelated headscarf and a plain dark brown sleeveless jacket, standing barefoot on the wet shore of a lake composed of square blocks of pixels. He leans back slightly at the spectacle before him, his hands tightly gripping a crude, equally pixelated fishing rod. His eyes, composed of a few simple dots, reveal utter concentration and awe. Beneath him, the rippling lake surface, in extreme slow motion, ripples in concentric circles of cyan and dark blue pixels, as if time has frozen. And in the distance, a landscape painting composed of grayscale pixels unfolds in the background, its distinct peaks and crests clearly defined, a perfect fusion of retro F-style gaming and classical Eastern aesthetics. The absolute focal point of the image, a vast water crown composed of translucent white and light blue pixels, rises majestically from the center of the lake at a speed almost imperceptible to the naked eye, surrounded by countless suspended pixelated droplets, shimmering with light. The entire scene is bathed in a soft, evenly diffused light, devoid of clear shadows, further emphasizing the flatness of the image and the unique artistic style, creating an awe-inspiring atmosphere that is both serene and full of epic fantasy.", + "seed": 152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_4/index_9315_seed_152_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06044474267400801, + "vlm_logprob": -0.06044474267400801, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.06044474267400801, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06352362781763077 + ], + "opposite_logprob_tokens": [ + -2.813523530960083 + ], + "logprob_reward": -0.06352362781763077, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06352362781763077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15207210183143616, + 0.2784058451652527, + 0.07053656131029129, + 0.06964737176895142, + 0.06004798412322998, + 0.04217632859945297, + 0.05543145164847374, + 0.02880353294312954, + 0.14114029705524445, + 0.10173854231834412 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.06352362781763077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555886209011078 + ], + "opposite_logprob_tokens": [ + -1.600558876991272 + ], + "logprob_reward": -0.22555886209011078, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555886209011078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17301930487155914, + 0.26681458950042725, + 0.11318551748991013, + 0.06629186123609543, + 0.0816521868109703, + 0.03810017555952072, + 0.05063175410032272, + 0.03831254690885544, + 0.12664172053337097, + 0.04535039886832237 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.22555886209011078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258182529360056 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258182529360056, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258182529360056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15793369710445404, + 0.3541843295097351, + 0.11658238619565964, + 0.043107885867357254, + 0.0639282837510109, + 0.0425526425242424, + 0.05472284182906151, + 0.06461909413337708, + 0.046518463641405106, + 0.0558503158390522 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005258182529360056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019392033573240042 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019392033573240042, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019392033573240042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12599003314971924, + 0.09363728016614914, + 0.11382237076759338, + 0.040414415299892426, + 0.045756809413433075, + 0.06622746586799622, + 0.06669799238443375, + 0.2356700748205185, + 0.09143055975437164, + 0.12035296857357025 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0019392033573240042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young fisherman composed entirely of 8-bit pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning in a slow arc around the subject from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lake surface composed of square blocks of pixels with rippling concentric circles in cyan and dark blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a vast water crown composed of translucent white and light blue pixels rising from the center of the lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a landscape painting composed of grayscale pixels with distinct peaks and crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943837575614452 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943837575614452, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943837575614452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4768485128879547, + 0.10818550735712051, + 0.08869561553001404, + 0.10060000419616699, + 0.06026260554790497, + 0.04306912422180176, + 0.03234695643186569, + 0.018233928829431534, + 0.041917745023965836, + 0.02983996458351612 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005943837575614452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_5/index_tensor([9887, 9887])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_5/index_tensor([9887, 9887])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..12005787715dcc235c97283cff9248c48b600eeb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_5/index_tensor([9887, 9887])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up captures this moment of suspended tension, focusing on a metal coin, its thin, reedy rim impossibly balanced. Made of a slightly worn, silvery metal, the coin catches the soft, aimless sunlight filtering through the car window, casting a thin, bright beam of light against the dark, textured surface of the vehicle's dashboard. Subtle, almost imperceptible vibrations from the car's engine ripple through the dashboard, causing the coin to begin its erratic oscillation. The light on its rim flickers erratically as it sways back and forth, its latent energy poised to be unleashed. Suddenly, it succumbs to gravity, falling to the ground with a sharp, decisive motion, and instantly erupting into a rapid spin. The coin's surface transforms into a dazzling, hypnotic blur of reflected light, a shimmering silver disk humming against the textured surface. The rotation gradually slows, the frantic whirring becoming a slower, rhythmic sway, until, after one final, languid rotation, the coin comes to a complete stillness, lying flat and motionless. The camera’s tight focus now reveals the worn, smooth relief of the coin’s surface, its rounded shape now stable and fully visible, bringing the scene from a state of instability to a quietly dynamic resolution.", + "seed": 3950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_5/index_9887_seed_3950_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17332763969898224, + "vlm_logprob": -0.17332763969898224, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.17332763969898224, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015242639929056168 + ], + "opposite_logprob_tokens": [ + -4.265242576599121 + ], + "logprob_reward": -0.015242639929056168, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015242639929056168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13426057994365692, + 0.11345524340867996, + 0.25483137369155884, + 0.14269188046455383, + 0.09687408804893494, + 0.09043049067258835, + 0.08372851461172104, + 0.017010489478707314, + 0.042071543633937836, + 0.02464579977095127 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.015242639929056168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062341384589672 + ], + "opposite_logprob_tokens": [ + -3.8956234455108643 + ], + "logprob_reward": -0.02062341384589672, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062341384589672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23121780157089233, + 0.15300261974334717, + 0.14270424842834473, + 0.06270195543766022, + 0.11396214365959167, + 0.09821991622447968, + 0.10977394878864288, + 0.048342570662498474, + 0.014406430535018444, + 0.025668343529105186 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02062341384589672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311364144086838 + ], + "opposite_logprob_tokens": [ + -3.1681137084960938 + ], + "logprob_reward": -0.04311364144086838, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311364144086838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30981579422950745, + 0.13127624988555908, + 0.04604404419660568, + 0.028636211529374123, + 0.05682457238435745, + 0.04150216653943062, + 0.2281329184770584, + 0.015043769031763077, + 0.12981292605400085, + 0.01291132252663374 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.04311364144086838 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578364610671997 + ], + "opposite_logprob_tokens": [ + -0.6328364610671997 + ], + "logprob_reward": -0.7578364610671997, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578364610671997, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23928944766521454, + 0.15692855417728424, + 0.08431501686573029, + 0.04682756960391998, + 0.0358714759349823, + 0.056552596390247345, + 0.17281922698020935, + 0.048163484781980515, + 0.13741068542003632, + 0.02182185836136341 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.7578364610671997 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982204221189022 + ], + "opposite_logprob_tokens": [ + -3.5298221111297607 + ], + "logprob_reward": -0.02982204221189022, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982204221189022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36238816380500793, + 0.11167439073324203, + 0.15881076455116272, + 0.12493185698986053, + 0.05595509335398674, + 0.06708486378192902, + 0.03931765258312225, + 0.02298799715936184, + 0.025258859619498253, + 0.03159039467573166 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02982204221189022 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures this moment of suspended tension, focusing on a metal coin, its thin, reedy rim impossibly balanced. Made of a slightly worn, silvery metal, the coin catches the soft, aimless sunlight filtering through the car window, casting a thin, bright beam of light against the dark, textured surface of the vehicle's dashboard. Subtle, almost imperceptible vibrations from the car's engine ripple through the dashboard, causing the coin to begin its erratic oscillation. The light on its rim flickers erratically as it sways back and forth, its latent energy poised to be unleashed. Suddenly, it succumbs to gravity, falling to the ground with a sharp, decisive motion, and instantly erupting into a rapid spin. The coin's surface transforms into a dazzling, hypnotic blur of reflected light, a shimmering silver disk humming against the textured surface. The rotation gradually slows, the frantic whirring becoming a slower, rhythmic sway, until, after one final, languid rotation, the coin comes to a complete stillness, lying flat and motionless. The camera’s tight focus now reveals the worn, smooth relief of the coin’s surface, its rounded shape now stable and fully visible, bringing the scene from a state of instability to a quietly dynamic resolution.", + "seed": 3951, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_5/index_9887_seed_3951_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08525780979543925, + "vlm_logprob": -0.08525780979543925, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.08525780979543925, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010604224167764187 + ], + "opposite_logprob_tokens": [ + -4.635604381561279 + ], + "logprob_reward": -0.010604224167764187, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010604224167764187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15341445803642273, + 0.1490621417760849, + 0.080466628074646, + 0.07686252892017365, + 0.0616338737308979, + 0.12284498661756516, + 0.060001928359270096, + 0.12622836232185364, + 0.12458691000938416, + 0.044898271560668945 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.010604224167764187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01611681468784809 + ], + "opposite_logprob_tokens": [ + -4.141116619110107 + ], + "logprob_reward": -0.01611681468784809, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01611681468784809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24469760060310364, + 0.243863046169281, + 0.08445902913808823, + 0.09428717195987701, + 0.05764080584049225, + 0.09530483931303024, + 0.04558257758617401, + 0.06295383721590042, + 0.03908266872167587, + 0.032128460705280304 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01611681468784809 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016093354672193527 + ], + "opposite_logprob_tokens": [ + -4.1410932540893555 + ], + "logprob_reward": -0.016093354672193527, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016093354672193527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09984983503818512, + 0.345284104347229, + 0.08515571057796478, + 0.12210383266210556, + 0.07654065638780594, + 0.0936342254281044, + 0.08366145938634872, + 0.028164329007267952, + 0.026157233864068985, + 0.039448630064725876 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.016093354672193527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343716382980347 + ], + "opposite_logprob_tokens": [ + -1.3134372234344482 + ], + "logprob_reward": -0.31343716382980347, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343716382980347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20010153949260712, + 0.12460007518529892, + 0.09210820496082306, + 0.10805915296077728, + 0.10959231108427048, + 0.1477246731519699, + 0.04741520807147026, + 0.09710438549518585, + 0.051663924008607864, + 0.021630510687828064 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.31343716382980347 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003749161958694 + ], + "opposite_logprob_tokens": [ + -2.695037603378296 + ], + "logprob_reward": -0.07003749161958694, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003749161958694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.128449946641922, + 0.173160582780838, + 0.10993403196334839, + 0.14131565392017365, + 0.08418364822864532, + 0.19178608059883118, + 0.08842041343450546, + 0.0377085879445076, + 0.028012273833155632, + 0.01702878810465336 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.07003749161958694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures this moment of suspended tension, focusing on a metal coin, its thin, reedy rim impossibly balanced. Made of a slightly worn, silvery metal, the coin catches the soft, aimless sunlight filtering through the car window, casting a thin, bright beam of light against the dark, textured surface of the vehicle's dashboard. Subtle, almost imperceptible vibrations from the car's engine ripple through the dashboard, causing the coin to begin its erratic oscillation. The light on its rim flickers erratically as it sways back and forth, its latent energy poised to be unleashed. Suddenly, it succumbs to gravity, falling to the ground with a sharp, decisive motion, and instantly erupting into a rapid spin. The coin's surface transforms into a dazzling, hypnotic blur of reflected light, a shimmering silver disk humming against the textured surface. The rotation gradually slows, the frantic whirring becoming a slower, rhythmic sway, until, after one final, languid rotation, the coin comes to a complete stillness, lying flat and motionless. The camera’s tight focus now reveals the worn, smooth relief of the coin’s surface, its rounded shape now stable and fully visible, bringing the scene from a state of instability to a quietly dynamic resolution.", + "seed": 3952, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_5/index_9887_seed_3952_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08641942217946053, + "vlm_logprob": -0.08641942217946053, + "vlm_yes_no_margin": 3.174999952316284, + "vlm_token_credit": -0.08641942217946053, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012004982680082321 + ], + "opposite_logprob_tokens": [ + -4.512004852294922 + ], + "logprob_reward": -0.012004982680082321, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012004982680082321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21898779273033142, + 0.18065154552459717, + 0.12996900081634521, + 0.17689645290374756, + 0.0911015048623085, + 0.0453970693051815, + 0.046382512897253036, + 0.047190044075250626, + 0.03296651691198349, + 0.030457576736807823 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.012004982680082321 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822628453373909 + ], + "opposite_logprob_tokens": [ + -4.018226146697998 + ], + "logprob_reward": -0.01822628453373909, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01822628453373909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2161611020565033, + 0.179585799574852, + 0.09141344577074051, + 0.17990751564502716, + 0.0786859467625618, + 0.10019997507333755, + 0.03133118152618408, + 0.0213320255279541, + 0.05561940371990204, + 0.04576364532113075 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.01822628453373909 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026375919580459595 + ], + "opposite_logprob_tokens": [ + -3.6513760089874268 + ], + "logprob_reward": -0.026375919580459595, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026375919580459595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20439770817756653, + 0.12931504845619202, + 0.10016170144081116, + 0.28175491094589233, + 0.0806785598397255, + 0.0670613944530487, + 0.030426230281591415, + 0.02924101985991001, + 0.03708788752555847, + 0.03987554460763931 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.026375919580459595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31342729926109314 + ], + "opposite_logprob_tokens": [ + -1.3134273290634155 + ], + "logprob_reward": -0.31342729926109314, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31342729926109314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3364943265914917, + 0.1629190444946289, + 0.07484524697065353, + 0.06331279873847961, + 0.10820605605840683, + 0.04738657921552658, + 0.03857509419322014, + 0.07193725556135178, + 0.08012907952070236, + 0.01619459129869938 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.31342729926109314 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206262484192848 + ], + "opposite_logprob_tokens": [ + -2.8120627403259277 + ], + "logprob_reward": -0.06206262484192848, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206262484192848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28894323110580444, + 0.1410657912492752, + 0.10702818632125854, + 0.1398518830537796, + 0.10204686969518661, + 0.05828086659312248, + 0.02367556281387806, + 0.036463413387537, + 0.07910019159317017, + 0.023544011637568474 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.06206262484192848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up captures this moment of suspended tension, focusing on a metal coin, its thin, reedy rim impossibly balanced. Made of a slightly worn, silvery metal, the coin catches the soft, aimless sunlight filtering through the car window, casting a thin, bright beam of light against the dark, textured surface of the vehicle's dashboard. Subtle, almost imperceptible vibrations from the car's engine ripple through the dashboard, causing the coin to begin its erratic oscillation. The light on its rim flickers erratically as it sways back and forth, its latent energy poised to be unleashed. Suddenly, it succumbs to gravity, falling to the ground with a sharp, decisive motion, and instantly erupting into a rapid spin. The coin's surface transforms into a dazzling, hypnotic blur of reflected light, a shimmering silver disk humming against the textured surface. The rotation gradually slows, the frantic whirring becoming a slower, rhythmic sway, until, after one final, languid rotation, the coin comes to a complete stillness, lying flat and motionless. The camera’s tight focus now reveals the worn, smooth relief of the coin’s surface, its rounded shape now stable and fully visible, bringing the scene from a state of instability to a quietly dynamic resolution.", + "seed": 3953, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_5/index_9887_seed_3953_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13450183123350143, + "vlm_logprob": -0.13450183123350143, + "vlm_yes_no_margin": 2.924999952316284, + "vlm_token_credit": -0.13450183123350143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027683580294251442 + ], + "opposite_logprob_tokens": [ + -3.6526834964752197 + ], + "logprob_reward": -0.027683580294251442, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027683580294251442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3629082143306732, + 0.05326756462454796, + 0.07094249874353409, + 0.10725664347410202, + 0.09535288065671921, + 0.15722735226154327, + 0.08072953671216965, + 0.02641742303967476, + 0.02383965067565441, + 0.022058257833123207 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.027683580294251442 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01823541522026062 + ], + "opposite_logprob_tokens": [ + -4.018235206604004 + ], + "logprob_reward": -0.01823541522026062, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01823541522026062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19695855677127838, + 0.03480017930269241, + 0.09409866482019424, + 0.11252292990684509, + 0.02543102577328682, + 0.2875329852104187, + 0.13817553222179413, + 0.035964880138635635, + 0.02839515544474125, + 0.046120163053274155 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.01823541522026062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421046070754528 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.01421046070754528, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421046070754528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3640482723712921, + 0.11183349043130875, + 0.03483881056308746, + 0.04982180520892143, + 0.05362723022699356, + 0.07771105319261551, + 0.10196342319250107, + 0.1361636519432068, + 0.04602424427866936, + 0.023968014866113663 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01421046070754528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233224630355835 + ], + "opposite_logprob_tokens": [ + -0.8983224630355835 + ], + "logprob_reward": -0.5233224630355835, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233224630355835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17797166109085083, + 0.22869111597537994, + 0.0721856877207756, + 0.056886155158281326, + 0.0640842542052269, + 0.05228833854198456, + 0.21498893201351166, + 0.0781196728348732, + 0.03839617595076561, + 0.01638801209628582 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.5233224630355835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on a metal coin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the coin made of slightly worn, silvery metal with a thin, reedy rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show soft sunlight filtering through a car window onto a dark, textured dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the coin fall to the ground and spin rapidly before slowing to a complete stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tightly focused on the coin's surface details throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905723690986633 + ], + "opposite_logprob_tokens": [ + -2.464057207107544 + ], + "logprob_reward": -0.08905723690986633, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905723690986633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4810863733291626, + 0.09735874831676483, + 0.06607645004987717, + 0.02475370280444622, + 0.06137895956635475, + 0.0901949554681778, + 0.059726886451244354, + 0.03729835897684097, + 0.05337083339691162, + 0.02875467576086521 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.08905723690986633 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_6/index_tensor([9415, 9415])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_6/index_tensor([9415, 9415])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..76535437240ae3565cacd2c9b288e75fb24b5571 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_6/index_tensor([9415, 9415])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, cinematic shot captures a massive, multi-jointed robotic arm as it rotates majestically and deliberately within the vast hall of an atmospheric reactor. The arm's flawless, polished chrome surface acts like a distorted mirror, reflecting the eerie, pulsating azure glow of the submerged reactor core deep within the circular fissure below. The camera remains perfectly still, emphasizing the machinery's immense scale and contrasting starkly with the savage concrete architecture of the silent chamber. A fine mist hangs in the air, capturing and amplifying the sharp, volumetric, harsh white light that cuts through from unseen fixtures high in the cavernous ceiling. As the arm moves with an unstoppable, silent grace, the blue light twists and slides across its metallic contours, creating a liquid-like effect. The scene, dominated by a cool palette of deep blue, metallic silver, and shadowy black, creates a powerful, awe-inspiring atmosphere of energized and futuristic power, a powerful and awe-inspiring force under control.", + "seed": 19874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_6/index_9415_seed_19874_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6211696429410949, + "vlm_logprob": -0.6211696429410949, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.6211696429410949, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0163076501339674 + ], + "opposite_logprob_tokens": [ + -4.141307830810547 + ], + "logprob_reward": -0.0163076501339674, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0163076501339674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08731381595134735, + 0.21260899305343628, + 0.06083440035581589, + 0.08358049392700195, + 0.15001410245895386, + 0.2106153517961502, + 0.04469285160303116, + 0.06058239936828613, + 0.033880509436130524, + 0.05587709695100784 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.0163076501339674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370121121406555 + ], + "opposite_logprob_tokens": [ + -3.408701181411743 + ], + "logprob_reward": -0.03370121121406555, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370121121406555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21615050733089447, + 0.31303855776786804, + 0.05867181345820427, + 0.05904008075594902, + 0.06701339781284332, + 0.05026206001639366, + 0.07280643284320831, + 0.04287484660744667, + 0.05514981970191002, + 0.0649925097823143 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.03370121121406555 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019452712731435895 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019452712731435895, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019452712731435895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11111917346715927, + 0.38117673993110657, + 0.0852283239364624, + 0.06960403174161911, + 0.09191572666168213, + 0.04475202038884163, + 0.050230931490659714, + 0.052476972341537476, + 0.03813403099775314, + 0.07536204159259796 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0019452712731435895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.0486245155334473 + ], + "opposite_logprob_tokens": [ + -0.04862445965409279 + ], + "logprob_reward": -3.0486245155334473, + "yes_no_margin_reward": -3.0, + "token_credit_reward": -3.0486245155334473, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25327956676483154, + 0.19968824088573456, + 0.08495740592479706, + 0.0753249004483223, + 0.07141712307929993, + 0.07465643435716629, + 0.029271302744746208, + 0.061853621155023575, + 0.037796325981616974, + 0.1117551401257515 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -3.0486245155334473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269566550850868 + ], + "opposite_logprob_tokens": [ + -5.255269527435303 + ], + "logprob_reward": -0.005269566550850868, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269566550850868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1844051331281662, + 0.09438542276620865, + 0.13458684086799622, + 0.07940074801445007, + 0.13032568991184235, + 0.08508463948965073, + 0.046059828251600266, + 0.07950548082590103, + 0.05950559303164482, + 0.10674057900905609 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.005269566550850868 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, cinematic shot captures a massive, multi-jointed robotic arm as it rotates majestically and deliberately within the vast hall of an atmospheric reactor. The arm's flawless, polished chrome surface acts like a distorted mirror, reflecting the eerie, pulsating azure glow of the submerged reactor core deep within the circular fissure below. The camera remains perfectly still, emphasizing the machinery's immense scale and contrasting starkly with the savage concrete architecture of the silent chamber. A fine mist hangs in the air, capturing and amplifying the sharp, volumetric, harsh white light that cuts through from unseen fixtures high in the cavernous ceiling. As the arm moves with an unstoppable, silent grace, the blue light twists and slides across its metallic contours, creating a liquid-like effect. The scene, dominated by a cool palette of deep blue, metallic silver, and shadowy black, creates a powerful, awe-inspiring atmosphere of energized and futuristic power, a powerful and awe-inspiring force under control.", + "seed": 19875, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_6/index_9415_seed_19875_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4681419458240271, + "vlm_logprob": -0.4681419458240271, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.4681419458240271, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01298354659229517 + ], + "opposite_logprob_tokens": [ + -4.387983322143555 + ], + "logprob_reward": -0.01298354659229517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01298354659229517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20338325202465057, + 0.042344242334365845, + 0.1292097419500351, + 0.1703556478023529, + 0.057663995772600174, + 0.04003240913152695, + 0.029060417786240578, + 0.05086962878704071, + 0.053770605474710464, + 0.22331005334854126 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.01298354659229517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898349314928055 + ], + "opposite_logprob_tokens": [ + -2.5789835453033447 + ], + "logprob_reward": -0.07898349314928055, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898349314928055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2395935207605362, + 0.07922670245170593, + 0.09338480979204178, + 0.08313841372728348, + 0.06311652809381485, + 0.05648975819349289, + 0.053053006529808044, + 0.0486912839114666, + 0.09677188843488693, + 0.1865341067314148 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.07898349314928055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746253930032253 + ], + "opposite_logprob_tokens": [ + -5.006746292114258 + ], + "logprob_reward": -0.006746253930032253, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746253930032253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3039768934249878, + 0.06499121338129044, + 0.06698069721460342, + 0.08023818582296371, + 0.06574031710624695, + 0.06137389689683914, + 0.09590041637420654, + 0.034804679453372955, + 0.052718400955200195, + 0.17327526211738586 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.006746253930032253 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.237891674041748 + ], + "opposite_logprob_tokens": [ + -0.11289167404174805 + ], + "logprob_reward": -2.237891674041748, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.237891674041748, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10495583713054657, + 0.10285109281539917, + 0.08935155719518661, + 0.1521441489458084, + 0.054878246039152145, + 0.04093777760863304, + 0.21618203818798065, + 0.07547766715288162, + 0.06265091150999069, + 0.10057075321674347 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -2.237891674041748 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104761406779289 + ], + "opposite_logprob_tokens": [ + -5.5041046142578125 + ], + "logprob_reward": -0.004104761406779289, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104761406779289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3606685996055603, + 0.08882363140583038, + 0.07345642149448395, + 0.06256762892007828, + 0.03812144324183464, + 0.047686561942100525, + 0.11803009361028671, + 0.05190745368599892, + 0.06404443085193634, + 0.0946936309337616 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.004104761406779289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, cinematic shot captures a massive, multi-jointed robotic arm as it rotates majestically and deliberately within the vast hall of an atmospheric reactor. The arm's flawless, polished chrome surface acts like a distorted mirror, reflecting the eerie, pulsating azure glow of the submerged reactor core deep within the circular fissure below. The camera remains perfectly still, emphasizing the machinery's immense scale and contrasting starkly with the savage concrete architecture of the silent chamber. A fine mist hangs in the air, capturing and amplifying the sharp, volumetric, harsh white light that cuts through from unseen fixtures high in the cavernous ceiling. As the arm moves with an unstoppable, silent grace, the blue light twists and slides across its metallic contours, creating a liquid-like effect. The scene, dominated by a cool palette of deep blue, metallic silver, and shadowy black, creates a powerful, awe-inspiring atmosphere of energized and futuristic power, a powerful and awe-inspiring force under control.", + "seed": 19876, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_6/index_9415_seed_19876_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.491603450011462, + "vlm_logprob": -0.491603450011462, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.491603450011462, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009968733415007591 + ], + "opposite_logprob_tokens": [ + -4.6349687576293945 + ], + "logprob_reward": -0.009968733415007591, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009968733415007591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13226526975631714, + 0.03906626999378204, + 0.060350287705659866, + 0.07674122601747513, + 0.12241198122501373, + 0.01683267205953598, + 0.0830526202917099, + 0.24866998195648193, + 0.13665345311164856, + 0.08395624160766602 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.009968733415007591 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902975916862488 + ], + "opposite_logprob_tokens": [ + -2.4640297889709473 + ], + "logprob_reward": -0.08902975916862488, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902975916862488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19360941648483276, + 0.06430196762084961, + 0.08197055011987686, + 0.04624291881918907, + 0.05355905368924141, + 0.020662717521190643, + 0.12170767784118652, + 0.3386448919773102, + 0.014437573030591011, + 0.06486319750547409 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.08902975916862488 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046434905380010605 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.0046434905380010605, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046434905380010605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3242820203304291, + 0.054316285997629166, + 0.1927804946899414, + 0.05845239385962486, + 0.08253617584705353, + 0.029665937647223473, + 0.03136152774095535, + 0.09574241191148758, + 0.06714800745248795, + 0.06371474266052246 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0046434905380010605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.3502695560455322 + ], + "opposite_logprob_tokens": [ + -0.10026945173740387 + ], + "logprob_reward": -2.3502695560455322, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.3502695560455322, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11653880029916763, + 0.11937383562326431, + 0.11832251399755478, + 0.0548076406121254, + 0.06307437270879745, + 0.05106489360332489, + 0.041198670864105225, + 0.2507868707180023, + 0.10343968868255615, + 0.08139265328645706 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -2.3502695560455322 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410571089014411 + ], + "opposite_logprob_tokens": [ + -5.504105567932129 + ], + "logprob_reward": -0.00410571089014411, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410571089014411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35191628336906433, + 0.10757280141115189, + 0.08220075815916061, + 0.030472487211227417, + 0.04305637255311012, + 0.028467249125242233, + 0.05307507514953613, + 0.13109251856803894, + 0.0982053205370903, + 0.07394106686115265 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.00410571089014411 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, cinematic shot captures a massive, multi-jointed robotic arm as it rotates majestically and deliberately within the vast hall of an atmospheric reactor. The arm's flawless, polished chrome surface acts like a distorted mirror, reflecting the eerie, pulsating azure glow of the submerged reactor core deep within the circular fissure below. The camera remains perfectly still, emphasizing the machinery's immense scale and contrasting starkly with the savage concrete architecture of the silent chamber. A fine mist hangs in the air, capturing and amplifying the sharp, volumetric, harsh white light that cuts through from unseen fixtures high in the cavernous ceiling. As the arm moves with an unstoppable, silent grace, the blue light twists and slides across its metallic contours, creating a liquid-like effect. The scene, dominated by a cool palette of deep blue, metallic silver, and shadowy black, creates a powerful, awe-inspiring atmosphere of energized and futuristic power, a powerful and awe-inspiring force under control.", + "seed": 19877, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_6/index_9415_seed_19877_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.523815369233489, + "vlm_logprob": -0.523815369233489, + "vlm_yes_no_margin": 2.4000000238418577, + "vlm_token_credit": -0.523815369233489, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14310920238494873 + ], + "opposite_logprob_tokens": [ + -2.0181093215942383 + ], + "logprob_reward": -0.14310920238494873, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14310920238494873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11277890205383301, + 0.1634148359298706, + 0.059064313769340515, + 0.09307746589183807, + 0.024601439014077187, + 0.15490025281906128, + 0.08254483342170715, + 0.018886737525463104, + 0.06637254357337952, + 0.2243587076663971 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.14310920238494873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293511837720871 + ], + "opposite_logprob_tokens": [ + -2.2379350662231445 + ], + "logprob_reward": -0.11293511837720871, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293511837720871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16016869246959686, + 0.09791959077119827, + 0.03720353543758392, + 0.04822278767824173, + 0.110421322286129, + 0.03142397850751877, + 0.20299078524112701, + 0.0561794638633728, + 0.027009369805455208, + 0.22846050560474396 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.11293511837720871 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648795075714588 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648795075714588, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648795075714588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09442125260829926, + 0.08199294656515121, + 0.047163352370262146, + 0.08664731681346893, + 0.11093630641698837, + 0.05137714371085167, + 0.04606856405735016, + 0.21847222745418549, + 0.029075751081109047, + 0.2338450849056244 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.008648795075714588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.350277900695801 + ], + "opposite_logprob_tokens": [ + -0.1002778634428978 + ], + "logprob_reward": -2.350277900695801, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.350277900695801, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10901015996932983, + 0.05709337443113327, + 0.02026333287358284, + 0.017805997282266617, + 0.01796545647084713, + 0.045802775770425797, + 0.15210381150245667, + 0.08193683624267578, + 0.042188916355371475, + 0.45582935214042664 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -2.350277900695801 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive, multi-jointed robotic arm visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robotic arm's surface polished chrome that reflects light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the arm rotating within a vast hall containing a submerged reactor core with an eerie, pulsating azure glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cool palette of deep blue, metallic silver, and shadowy black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105829633772373 + ], + "opposite_logprob_tokens": [ + -5.504106044769287 + ], + "logprob_reward": -0.004105829633772373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105829633772373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12238450348377228, + 0.07533159106969833, + 0.024463387206196785, + 0.06729596853256226, + 0.09314389526844025, + 0.061380837112665176, + 0.14212623238563538, + 0.06629422307014465, + 0.058348678052425385, + 0.28923070430755615 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.004105829633772373 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_7/index_tensor([9039, 9039])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_7/index_tensor([9039, 9039])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..269ed6453f9c5de98bbe5a9dee28946c10c49ade --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_7/index_tensor([9039, 9039])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures a poignant scene, rendered in a stark graphic novel style, with thick, bold black ink and dramatic crosshatching shaping every form. The central focus is a Tapanuli orangutan mother, her form both monumental and gentle. Her long, shaggy cinnamon-colored fur is depicted not as limp hair but as a tapestry of richly textured lines, deeply crosshatched and imbued with immense volume. Her intelligent, dark eyes, set on a calm, weathered face, convey a serene, watchful expression. Her tiny infant clings to her chest, its tiny body a compact mass of light-colored fur, its hands and feet disappearing into the mother's thick coat. In a moment of profound tenderness, the mother's large, dark, leathery hand, marked with intricate ink lines, gently and deliberately offers a broad green leaf to the infant. The lighting is high-contrast and directional, casting deep, angular shadows that carve their figures from the minimalist background, creating a powerful, motionless frame that emphasizes the quiet intimacy of the moment and the silent, loving exchange between mother and child.", + "seed": 23557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_7/index_9039_seed_23557_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1869161264039576, + "vlm_logprob": -0.1869161264039576, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.1869161264039576, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20405973494052887 + ], + "opposite_logprob_tokens": [ + -1.7040597200393677 + ], + "logprob_reward": -0.20405973494052887, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20405973494052887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30275896191596985, + 0.07469881325960159, + 0.12226679921150208, + 0.11065801978111267, + 0.0807432234287262, + 0.1143694743514061, + 0.05043269321322441, + 0.03160971775650978, + 0.055432651191949844, + 0.05702968314290047 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.20405973494052887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933372020721436 + ], + "opposite_logprob_tokens": [ + -0.6933372020721436 + ], + "logprob_reward": -0.6933372020721436, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933372020721436, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.34427395462989807, + 0.09301318973302841, + 0.06906992942094803, + 0.13557949662208557, + 0.047855619341135025, + 0.0848928913474083, + 0.02697751857340336, + 0.06091054901480675, + 0.06745750457048416, + 0.06996931880712509 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.6933372020721436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103455226868391 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.004103455226868391, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103455226868391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3174205720424652, + 0.10456248372793198, + 0.1228857934474945, + 0.08194826543331146, + 0.05481910705566406, + 0.09637527167797089, + 0.05004735291004181, + 0.06332109868526459, + 0.05268961191177368, + 0.05593037232756615 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004103455226868391 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739386357367039 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739386357367039, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739386357367039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10619515925645828, + 0.04605976864695549, + 0.048386797308921814, + 0.03168744966387749, + 0.04663265869021416, + 0.4996722340583801, + 0.060293201357126236, + 0.06901010870933533, + 0.040615614503622055, + 0.05144704505801201 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.006739386357367039 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340853422880173 + ], + "opposite_logprob_tokens": [ + -3.651340961456299 + ], + "logprob_reward": -0.026340853422880173, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340853422880173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2405451238155365, + 0.05388281121850014, + 0.0691932663321495, + 0.028248397633433342, + 0.03682544082403183, + 0.1980588287115097, + 0.03399988263845444, + 0.06924643367528915, + 0.12125570327043533, + 0.148744136095047 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.026340853422880173 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a poignant scene, rendered in a stark graphic novel style, with thick, bold black ink and dramatic crosshatching shaping every form. The central focus is a Tapanuli orangutan mother, her form both monumental and gentle. Her long, shaggy cinnamon-colored fur is depicted not as limp hair but as a tapestry of richly textured lines, deeply crosshatched and imbued with immense volume. Her intelligent, dark eyes, set on a calm, weathered face, convey a serene, watchful expression. Her tiny infant clings to her chest, its tiny body a compact mass of light-colored fur, its hands and feet disappearing into the mother's thick coat. In a moment of profound tenderness, the mother's large, dark, leathery hand, marked with intricate ink lines, gently and deliberately offers a broad green leaf to the infant. The lighting is high-contrast and directional, casting deep, angular shadows that carve their figures from the minimalist background, creating a powerful, motionless frame that emphasizes the quiet intimacy of the moment and the silent, loving exchange between mother and child.", + "seed": 23558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_7/index_9039_seed_23558_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07386337672360241, + "vlm_logprob": -0.07386337672360241, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.07386337672360241, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10241943597793579 + ], + "opposite_logprob_tokens": [ + -2.352419376373291 + ], + "logprob_reward": -0.10241943597793579, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10241943597793579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25383877754211426, + 0.11764944344758987, + 0.06232421472668648, + 0.12514586746692657, + 0.0760442465543747, + 0.05060691758990288, + 0.059197962284088135, + 0.019205154851078987, + 0.12633366882801056, + 0.10965371876955032 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.10241943597793579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036830842494965 + ], + "opposite_logprob_tokens": [ + -1.9103683233261108 + ], + "logprob_reward": -0.16036830842494965, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036830842494965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17404979467391968, + 0.1639828234910965, + 0.05879887565970421, + 0.0947921946644783, + 0.06897782534360886, + 0.25398939847946167, + 0.030070625245571136, + 0.05635471269488335, + 0.025731105357408524, + 0.0732526108622551 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.16036830842494965 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028221087995916605 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028221087995916605, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028221087995916605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1676083356142044, + 0.09022336453199387, + 0.145436093211174, + 0.13401105999946594, + 0.05153493583202362, + 0.06376320868730545, + 0.05632184445858002, + 0.09732067584991455, + 0.08572481572628021, + 0.10805570334196091 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0028221087995916605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002425938844681 + ], + "opposite_logprob_tokens": [ + -2.695024251937866 + ], + "logprob_reward": -0.07002425938844681, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002425938844681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16280917823314667, + 0.08965782076120377, + 0.056974928826093674, + 0.13131187856197357, + 0.10484743863344193, + 0.023439034819602966, + 0.028699833899736404, + 0.04650845006108284, + 0.1176653578877449, + 0.23808608949184418 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.07002425938844681 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033682771027088165 + ], + "opposite_logprob_tokens": [ + -3.4086828231811523 + ], + "logprob_reward": -0.033682771027088165, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033682771027088165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16105452179908752, + 0.06225549429655075, + 0.045241471379995346, + 0.24003705382347107, + 0.0626123920083046, + 0.07151198387145996, + 0.056412067264318466, + 0.05403897166252136, + 0.1416194587945938, + 0.1052166149020195 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.033682771027088165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a poignant scene, rendered in a stark graphic novel style, with thick, bold black ink and dramatic crosshatching shaping every form. The central focus is a Tapanuli orangutan mother, her form both monumental and gentle. Her long, shaggy cinnamon-colored fur is depicted not as limp hair but as a tapestry of richly textured lines, deeply crosshatched and imbued with immense volume. Her intelligent, dark eyes, set on a calm, weathered face, convey a serene, watchful expression. Her tiny infant clings to her chest, its tiny body a compact mass of light-colored fur, its hands and feet disappearing into the mother's thick coat. In a moment of profound tenderness, the mother's large, dark, leathery hand, marked with intricate ink lines, gently and deliberately offers a broad green leaf to the infant. The lighting is high-contrast and directional, casting deep, angular shadows that carve their figures from the minimalist background, creating a powerful, motionless frame that emphasizes the quiet intimacy of the moment and the silent, loving exchange between mother and child.", + "seed": 23559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_7/index_9039_seed_23559_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0526650546118617, + "vlm_logprob": -0.0526650546118617, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.0526650546118617, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0501701757311821 + ], + "opposite_logprob_tokens": [ + -3.0501701831817627 + ], + "logprob_reward": -0.0501701757311821, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0501701757311821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1659497320652008, + 0.04226627200841904, + 0.12284290045499802, + 0.04944031313061714, + 0.13011813163757324, + 0.2615323066711426, + 0.06658231467008591, + 0.02783334255218506, + 0.012311509810388088, + 0.12112314999103546 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0501701757311821 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294395476579666 + ], + "opposite_logprob_tokens": [ + -2.2379438877105713 + ], + "logprob_reward": -0.11294395476579666, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294395476579666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053595170378685, + 0.05915007367730141, + 0.0301782488822937, + 0.047160807996988297, + 0.14583279192447662, + 0.3444800078868866, + 0.20965418219566345, + 0.0528818778693676, + 0.03410344198346138, + 0.022963406518101692 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.11294395476579666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002203657291829586 + ], + "opposite_logprob_tokens": [ + -6.127203464508057 + ], + "logprob_reward": -0.002203657291829586, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002203657291829586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049461912363767624, + 0.036890801042318344, + 0.0406433567404747, + 0.025229915976524353, + 0.07262396812438965, + 0.41402819752693176, + 0.056871943175792694, + 0.10366427153348923, + 0.0938427522778511, + 0.10674295574426651 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.002203657291829586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495835840702057 + ], + "opposite_logprob_tokens": [ + -2.9299583435058594 + ], + "logprob_reward": -0.05495835840702057, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495835840702057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1884363740682602, + 0.05335572361946106, + 0.09728941321372986, + 0.04340971261262894, + 0.06698223203420639, + 0.07718616724014282, + 0.05563616007566452, + 0.021526183933019638, + 0.08012977987527847, + 0.31604820489883423 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.05495835840702057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043049126863479614 + ], + "opposite_logprob_tokens": [ + -3.1680490970611572 + ], + "logprob_reward": -0.043049126863479614, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043049126863479614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07241571694612503, + 0.03171830624341965, + 0.038738004863262177, + 0.01877444051206112, + 0.06480152159929276, + 0.15781058371067047, + 0.4535197615623474, + 0.043593764305114746, + 0.0408066026866436, + 0.0778212621808052 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.043049126863479614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a poignant scene, rendered in a stark graphic novel style, with thick, bold black ink and dramatic crosshatching shaping every form. The central focus is a Tapanuli orangutan mother, her form both monumental and gentle. Her long, shaggy cinnamon-colored fur is depicted not as limp hair but as a tapestry of richly textured lines, deeply crosshatched and imbued with immense volume. Her intelligent, dark eyes, set on a calm, weathered face, convey a serene, watchful expression. Her tiny infant clings to her chest, its tiny body a compact mass of light-colored fur, its hands and feet disappearing into the mother's thick coat. In a moment of profound tenderness, the mother's large, dark, leathery hand, marked with intricate ink lines, gently and deliberately offers a broad green leaf to the infant. The lighting is high-contrast and directional, casting deep, angular shadows that carve their figures from the minimalist background, creating a powerful, motionless frame that emphasizes the quiet intimacy of the moment and the silent, loving exchange between mother and child.", + "seed": 23560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_7/index_9039_seed_23560_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07903479991946369, + "vlm_logprob": -0.07903479991946369, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.07903479991946369, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0639372393488884 + ], + "opposite_logprob_tokens": [ + -2.813937187194824 + ], + "logprob_reward": -0.0639372393488884, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0639372393488884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032815996557474136, + 0.3094910979270935, + 0.45050451159477234, + 0.04891026020050049, + 0.028562327846884727, + 0.025355475023388863, + 0.0197953712195158, + 0.054124537855386734, + 0.00986225251108408, + 0.020578134804964066 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.0639372393488884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132179379463196 + ], + "opposite_logprob_tokens": [ + -1.4063217639923096 + ], + "logprob_reward": -0.28132179379463196, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132179379463196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09662935882806778, + 0.09576547890901566, + 0.40529197454452515, + 0.028604598715901375, + 0.03978346660733223, + 0.20110443234443665, + 0.055197492241859436, + 0.015178689733147621, + 0.007802910171449184, + 0.05464164540171623 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.28132179379463196 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019443194614723325 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019443194614723325, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019443194614723325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17595209181308746, + 0.09760857373476028, + 0.13995251059532166, + 0.09601590037345886, + 0.1555497795343399, + 0.07997844368219376, + 0.09793194383382797, + 0.05331353098154068, + 0.056536704301834106, + 0.04716058075428009 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0019443194614723325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07137776166200638, + 0.2184266448020935, + 0.30260995030403137, + 0.07894232869148254, + 0.13488449156284332, + 0.04727298021316528, + 0.02954607829451561, + 0.06153487041592598, + 0.017472978681325912, + 0.037931933999061584 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.01818273961544037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a Tapanuli orangutan mother with a tiny infant clinging to her chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark graphic novel style with thick, bold black ink and dramatic crosshatching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the mother's fur depicted as cinnamon-colored with richly textured lines and immense volume?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother's hand gently offering a broad green leaf to the infant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera framing a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787907376885414 + ], + "opposite_logprob_tokens": [ + -3.529788017272949 + ], + "logprob_reward": -0.029787907376885414, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787907376885414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038165777921676636, + 0.15260757505893707, + 0.49663272500038147, + 0.018028216436505318, + 0.028755608946084976, + 0.09168145060539246, + 0.08266280591487885, + 0.052099354565143585, + 0.00994709599763155, + 0.029419394209980965 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.029787907376885414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_8/index_tensor([9116, 9116])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_8/index_tensor([9116, 9116])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e31e849f7d6978310750cb2f6c7c4b226686c6a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_8/index_tensor([9116, 9116])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, high-angle shot allows the camera to track steadily to the right, following a rectangular bar of milky white soap sliding across a damp, dark slate-gray tile surface. The soap bar, worn smooth from use, its surface glistening with water droplets and a thin layer of translucent foam, appears soft and almost plastic. Propelled by an unseen force, it moves steadily and deliberately, leaving behind a thick, milky white trail topped with dense, foamy lather that contrasts sharply against the dark, reflective tile. A single, soft, overhead light casts bright, mirror-like highlights on the water, the glossy soap, and the wet tile, while creating deep shadows in the cement line between them, creating a minimalist, clean, and tranquil atmosphere focused entirely on the satisfying interplay of tactile texture and movement.", + "seed": 31513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_8/index_9116_seed_31513_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06086920546367765, + "vlm_logprob": -0.06086920546367765, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.06086920546367765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0054343827068805695 + ], + "opposite_logprob_tokens": [ + -5.505434513092041 + ], + "logprob_reward": -0.0054343827068805695, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0054343827068805695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1913764327764511, + 0.14290925860404968, + 0.055258236825466156, + 0.08324549347162247, + 0.2645590007305145, + 0.06417486071586609, + 0.05733358860015869, + 0.03751638904213905, + 0.04999662563204765, + 0.05363012105226517 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0054343827068805695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651796538382769 + ], + "opposite_logprob_tokens": [ + -5.37965202331543 + ], + "logprob_reward": -0.004651796538382769, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651796538382769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23091650009155273, + 0.29740387201309204, + 0.09003365784883499, + 0.07316296547651291, + 0.06761232018470764, + 0.037582285702228546, + 0.041272204369306564, + 0.033701807260513306, + 0.06622903794050217, + 0.06208530068397522 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004651796538382769 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101080819964409 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101080819964409, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101080819964409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32041093707084656, + 0.07874748110771179, + 0.10767921805381775, + 0.0680692046880722, + 0.16480502486228943, + 0.02523932047188282, + 0.04004908725619316, + 0.06185515969991684, + 0.07417343556880951, + 0.058971107006073 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.004101080819964409 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810315206646919 + ], + "opposite_logprob_tokens": [ + -3.2881031036376953 + ], + "logprob_reward": -0.03810315206646919, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810315206646919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3468829393386841, + 0.14085549116134644, + 0.06558077782392502, + 0.03405090048909187, + 0.2017386257648468, + 0.041370585560798645, + 0.024009546265006065, + 0.06393700838088989, + 0.03939744830131531, + 0.04217664152383804 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03810315206646919 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520556151866913 + ], + "opposite_logprob_tokens": [ + -1.5020556449890137 + ], + "logprob_reward": -0.2520556151866913, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520556151866913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16360363364219666, + 0.16932035982608795, + 0.1416494995355606, + 0.14006556570529938, + 0.16938363015651703, + 0.04007646441459656, + 0.03272220864892006, + 0.030825842171907425, + 0.06969303637742996, + 0.04265974089503288 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.2520556151866913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle shot allows the camera to track steadily to the right, following a rectangular bar of milky white soap sliding across a damp, dark slate-gray tile surface. The soap bar, worn smooth from use, its surface glistening with water droplets and a thin layer of translucent foam, appears soft and almost plastic. Propelled by an unseen force, it moves steadily and deliberately, leaving behind a thick, milky white trail topped with dense, foamy lather that contrasts sharply against the dark, reflective tile. A single, soft, overhead light casts bright, mirror-like highlights on the water, the glossy soap, and the wet tile, while creating deep shadows in the cement line between them, creating a minimalist, clean, and tranquil atmosphere focused entirely on the satisfying interplay of tactile texture and movement.", + "seed": 31514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_8/index_9116_seed_31514_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05112465601414442, + "vlm_logprob": -0.05112465601414442, + "vlm_yes_no_margin": 3.324999976158142, + "vlm_token_credit": -0.05112465601414442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03616344928741455 + ], + "opposite_logprob_tokens": [ + -3.411163330078125 + ], + "logprob_reward": -0.03616344928741455, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03616344928741455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11504804342985153, + 0.10463397204875946, + 0.07620366662740707, + 0.11480239778757095, + 0.04854648932814598, + 0.13010360300540924, + 0.02780434861779213, + 0.053625836968421936, + 0.014885320328176022, + 0.3143463134765625 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.03616344928741455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823893681168556 + ], + "opposite_logprob_tokens": [ + -3.5298237800598145 + ], + "logprob_reward": -0.029823893681168556, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823893681168556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1337980180978775, + 0.08906259387731552, + 0.14882193505764008, + 0.12114168703556061, + 0.10200917720794678, + 0.09547561407089233, + 0.023176681250333786, + 0.06212867423892021, + 0.027385735884308815, + 0.19699981808662415 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.029823893681168556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642199285328388 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642199285328388, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642199285328388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0691513642668724, + 0.1216420903801918, + 0.08596828579902649, + 0.11790482699871063, + 0.0382518470287323, + 0.10932423919439316, + 0.04710898920893669, + 0.07578672468662262, + 0.04020208492875099, + 0.29465949535369873 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.007642199285328388 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497235059738159 + ], + "opposite_logprob_tokens": [ + -2.9299724102020264 + ], + "logprob_reward": -0.05497235059738159, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497235059738159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09551504999399185, + 0.14334174990653992, + 0.12267480045557022, + 0.10429585725069046, + 0.05471380054950714, + 0.13019075989723206, + 0.0319272018969059, + 0.11564779281616211, + 0.05933604761958122, + 0.14235694706439972 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.05497235059738159 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702138721942902 + ], + "opposite_logprob_tokens": [ + -2.127021312713623 + ], + "logprob_reward": -0.12702138721942902, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12702138721942902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07134270668029785, + 0.09933756291866302, + 0.08240891247987747, + 0.11871261894702911, + 0.0474676787853241, + 0.13754750788211823, + 0.034779950976371765, + 0.11910804361104965, + 0.09630394726991653, + 0.19299104809761047 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.12702138721942902 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle shot allows the camera to track steadily to the right, following a rectangular bar of milky white soap sliding across a damp, dark slate-gray tile surface. The soap bar, worn smooth from use, its surface glistening with water droplets and a thin layer of translucent foam, appears soft and almost plastic. Propelled by an unseen force, it moves steadily and deliberately, leaving behind a thick, milky white trail topped with dense, foamy lather that contrasts sharply against the dark, reflective tile. A single, soft, overhead light casts bright, mirror-like highlights on the water, the glossy soap, and the wet tile, while creating deep shadows in the cement line between them, creating a minimalist, clean, and tranquil atmosphere focused entirely on the satisfying interplay of tactile texture and movement.", + "seed": 31515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_8/index_9116_seed_31515_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03824724107980728, + "vlm_logprob": -0.03824724107980728, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03824724107980728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010159919038414955 + ], + "opposite_logprob_tokens": [ + -4.760159969329834 + ], + "logprob_reward": -0.010159919038414955, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010159919038414955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14615042507648468, + 0.08795952796936035, + 0.0896383747458458, + 0.0707453116774559, + 0.14217832684516907, + 0.12175021320581436, + 0.18937598168849945, + 0.03143831342458725, + 0.04122451692819595, + 0.07953893393278122 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.010159919038414955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764338206499815 + ], + "opposite_logprob_tokens": [ + -4.882643222808838 + ], + "logprob_reward": -0.00764338206499815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764338206499815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16991451382637024, + 0.056801095604896545, + 0.07516080886125565, + 0.14481724798679352, + 0.14085206389427185, + 0.0846434235572815, + 0.09870302677154541, + 0.042996011674404144, + 0.0656495913863182, + 0.12046221643686295 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00764338206499815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088653467595577 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088653467595577, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088653467595577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21551097929477692, + 0.06711018085479736, + 0.10540954023599625, + 0.13627822697162628, + 0.08901644498109818, + 0.02690976858139038, + 0.1385650932788849, + 0.09063444286584854, + 0.05154154822230339, + 0.0790238007903099 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.011088653467595577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206217780709267 + ], + "opposite_logprob_tokens": [ + -2.8120622634887695 + ], + "logprob_reward": -0.06206217780709267, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206217780709267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07476232200860977, + 0.05905710905790329, + 0.13243207335472107, + 0.13646169006824493, + 0.057260461151599884, + 0.07245374470949173, + 0.06688158214092255, + 0.09696933627128601, + 0.06770065426826477, + 0.2360209971666336 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.06206217780709267 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028207302093506 + ], + "opposite_logprob_tokens": [ + -2.3502821922302246 + ], + "logprob_reward": -0.10028207302093506, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028207302093506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10223466157913208, + 0.04336492344737053, + 0.06193919852375984, + 0.0318305529654026, + 0.1227300837635994, + 0.10770736634731293, + 0.16337357461452484, + 0.11022644490003586, + 0.1967804729938507, + 0.05981271713972092 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.10028207302093506 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, high-angle shot allows the camera to track steadily to the right, following a rectangular bar of milky white soap sliding across a damp, dark slate-gray tile surface. The soap bar, worn smooth from use, its surface glistening with water droplets and a thin layer of translucent foam, appears soft and almost plastic. Propelled by an unseen force, it moves steadily and deliberately, leaving behind a thick, milky white trail topped with dense, foamy lather that contrasts sharply against the dark, reflective tile. A single, soft, overhead light casts bright, mirror-like highlights on the water, the glossy soap, and the wet tile, while creating deep shadows in the cement line between them, creating a minimalist, clean, and tranquil atmosphere focused entirely on the satisfying interplay of tactile texture and movement.", + "seed": 31516, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_8/index_9116_seed_31516_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.053452135249972346, + "vlm_logprob": -0.053452135249972346, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.053452135249972346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012281389907002449 + ], + "opposite_logprob_tokens": [ + -4.63728141784668 + ], + "logprob_reward": -0.012281389907002449, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012281389907002449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13683371245861053, + 0.10763277858495712, + 0.18039079010486603, + 0.09258675575256348, + 0.09755417704582214, + 0.08645430952310562, + 0.05441183224320412, + 0.04913211241364479, + 0.07688667625188828, + 0.1181168332695961 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.012281389907002449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092189699411392 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.011092189699411392, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092189699411392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061811886727809906, + 0.06185821816325188, + 0.15498581528663635, + 0.08074433356523514, + 0.06284397095441818, + 0.0725906565785408, + 0.22034646570682526, + 0.04102812334895134, + 0.16515342891216278, + 0.07863711565732956 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.011092189699411392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649740368127823 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649740368127823, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649740368127823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10715475678443909, + 0.05382578819990158, + 0.13292710483074188, + 0.14108790457248688, + 0.05169921740889549, + 0.15803591907024384, + 0.040617529302835464, + 0.06760569661855698, + 0.0951741486787796, + 0.1518719494342804 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.008649740368127823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370697423815727 + ], + "opposite_logprob_tokens": [ + -3.4087069034576416 + ], + "logprob_reward": -0.03370697423815727, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370697423815727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12036767601966858, + 0.06045391783118248, + 0.0436290018260479, + 0.09911970794200897, + 0.14478746056556702, + 0.1357346922159195, + 0.054804377257823944, + 0.05183292552828789, + 0.17001476883888245, + 0.11925549805164337 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.03370697423815727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a rectangular bar of milky white soap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar sliding across a damp, dark slate-gray tile surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soap surface appear glistening with water droplets and a thin layer of translucent foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the soap leave behind a thick, milky white trail topped with dense, foamy lather as it moves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily to the right following the soap?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153038203716278 + ], + "opposite_logprob_tokens": [ + -1.7015303373336792 + ], + "logprob_reward": -0.20153038203716278, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153038203716278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12362929433584213, + 0.146051287651062, + 0.17404796183109283, + 0.22504813969135284, + 0.045530740171670914, + 0.05294385552406311, + 0.07378759235143661, + 0.03525928035378456, + 0.0366053506731987, + 0.08709654211997986 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.20153038203716278 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_9/index_tensor([8986, 8986])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_9/index_tensor([8986, 8986])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ca95c1e307ecf725a1b4b9d21a488cd5e6fb60df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_9/index_tensor([8986, 8986])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Adopting the desaturated, gritty look of 1990s cinema, a steady medium shot captures the moment of industrial disaster with chilling clarity. From the vast ceiling of an abandoned factory, a complex, greasy mechanism of gears and chains violently breaks loose. The assembly, a tangled web of interlocking cast-iron gears and thick roller chains, coated in a dark, sticky lubricant, shears from its rusted mounting bracket in a puff of metallic dust. Under immense grinding force, the entire rusted assembly slides heavily along the angled surface of the large, grimy skylight panel, its immense weight causing the grime-caked glass to groan and shatter. The camera remains stationary, emphasizing the weight and danger as the jagged edges of the machinery scrape deep grooves into the grime before it finally tumbles over the edge of the steel frame, slowly spinning in the air for a terrifying moment before beginning its inexorable fall, creating a palpable atmosphere of impending impact and mechanical violence.", + "seed": 22742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_9/index_8986_seed_22742_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11515956278890371, + "vlm_logprob": -0.11515956278890371, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.11515956278890371, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43071451783180237 + ], + "opposite_logprob_tokens": [ + -1.05571448802948 + ], + "logprob_reward": -0.43071451783180237, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43071451783180237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2047477513551712, + 0.1486712545156479, + 0.12084753066301346, + 0.05149029940366745, + 0.029328003525733948, + 0.05068862438201904, + 0.09346768260002136, + 0.13047878444194794, + 0.08287659287452698, + 0.08740353584289551 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.43071451783180237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373636677861214 + ], + "opposite_logprob_tokens": [ + -3.40873646736145 + ], + "logprob_reward": -0.03373636677861214, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373636677861214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2704922556877136, + 0.10873377323150635, + 0.06313103437423706, + 0.12312087416648865, + 0.034805797040462494, + 0.11143136769533157, + 0.032057441771030426, + 0.07217125594615936, + 0.083018459379673, + 0.1010376363992691 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.03373636677861214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763415452092886 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.00763415452092886, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763415452092886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10655506700277328, + 0.16641278564929962, + 0.04552978649735451, + 0.05392623320221901, + 0.05269237980246544, + 0.1793871819972992, + 0.03882898390293121, + 0.09327591955661774, + 0.1859038919210434, + 0.07748773694038391 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.00763415452092886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001548260450363 + ], + "opposite_logprob_tokens": [ + -2.6950154304504395 + ], + "logprob_reward": -0.07001548260450363, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001548260450363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08413548767566681, + 0.1659645289182663, + 0.026838794350624084, + 0.054481033235788345, + 0.034345149993896484, + 0.11427673697471619, + 0.027920564636588097, + 0.046520110219717026, + 0.28338244557380676, + 0.16213510930538177 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.07001548260450363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369729220867157 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369729220867157, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369729220867157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10014209151268005, + 0.16577568650245667, + 0.037979573011398315, + 0.05315520241856575, + 0.039794959127902985, + 0.04938667640089989, + 0.026094282045960426, + 0.04056556522846222, + 0.1322149932384491, + 0.3548908829689026 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.03369729220867157 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Adopting the desaturated, gritty look of 1990s cinema, a steady medium shot captures the moment of industrial disaster with chilling clarity. From the vast ceiling of an abandoned factory, a complex, greasy mechanism of gears and chains violently breaks loose. The assembly, a tangled web of interlocking cast-iron gears and thick roller chains, coated in a dark, sticky lubricant, shears from its rusted mounting bracket in a puff of metallic dust. Under immense grinding force, the entire rusted assembly slides heavily along the angled surface of the large, grimy skylight panel, its immense weight causing the grime-caked glass to groan and shatter. The camera remains stationary, emphasizing the weight and danger as the jagged edges of the machinery scrape deep grooves into the grime before it finally tumbles over the edge of the steel frame, slowly spinning in the air for a terrifying moment before beginning its inexorable fall, creating a palpable atmosphere of impending impact and mechanical violence.", + "seed": 22743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_9/index_8986_seed_22743_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05645770449191332, + "vlm_logprob": -0.05645770449191332, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05645770449191332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09246844798326492 + ], + "opposite_logprob_tokens": [ + -2.467468500137329 + ], + "logprob_reward": -0.09246844798326492, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09246844798326492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09913235157728195, + 0.08211655169725418, + 0.07080303132534027, + 0.10708678513765335, + 0.22006334364414215, + 0.11017708480358124, + 0.07521910220384598, + 0.0848735123872757, + 0.09701050817966461, + 0.05351772531867027 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.09246844798326492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036348719149827957 + ], + "opposite_logprob_tokens": [ + -5.628634929656982 + ], + "logprob_reward": -0.0036348719149827957, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036348719149827957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1924072802066803, + 0.12164631485939026, + 0.08395791053771973, + 0.11496340483427048, + 0.04838945344090462, + 0.09776579588651657, + 0.05564691126346588, + 0.17523616552352905, + 0.07375505566596985, + 0.03623173385858536 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0036348719149827957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785539470613003 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785539470613003, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785539470613003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13611605763435364, + 0.09546022117137909, + 0.07113964855670929, + 0.2371482104063034, + 0.10768787562847137, + 0.07656770199537277, + 0.13528823852539062, + 0.044204190373420715, + 0.06176832318305969, + 0.03461948037147522 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.009785539470613003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603369265794754 + ], + "opposite_logprob_tokens": [ + -1.910336971282959 + ], + "logprob_reward": -0.1603369265794754, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603369265794754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08221026510000229, + 0.08874807506799698, + 0.13090650737285614, + 0.16085867583751678, + 0.04621078819036484, + 0.10783620923757553, + 0.17962609231472015, + 0.12589968740940094, + 0.03283010423183441, + 0.04487357288599014 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.1603369265794754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606273651123047 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.01606273651123047, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606273651123047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10361701250076294, + 0.060621410608291626, + 0.04802558571100235, + 0.148496612906456, + 0.08290983736515045, + 0.07116438448429108, + 0.07826121151447296, + 0.2565664052963257, + 0.09662975370883942, + 0.0537077859044075 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.01606273651123047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Adopting the desaturated, gritty look of 1990s cinema, a steady medium shot captures the moment of industrial disaster with chilling clarity. From the vast ceiling of an abandoned factory, a complex, greasy mechanism of gears and chains violently breaks loose. The assembly, a tangled web of interlocking cast-iron gears and thick roller chains, coated in a dark, sticky lubricant, shears from its rusted mounting bracket in a puff of metallic dust. Under immense grinding force, the entire rusted assembly slides heavily along the angled surface of the large, grimy skylight panel, its immense weight causing the grime-caked glass to groan and shatter. The camera remains stationary, emphasizing the weight and danger as the jagged edges of the machinery scrape deep grooves into the grime before it finally tumbles over the edge of the steel frame, slowly spinning in the air for a terrifying moment before beginning its inexorable fall, creating a palpable atmosphere of impending impact and mechanical violence.", + "seed": 22744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_9/index_8986_seed_22744_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.054829449579119685, + "vlm_logprob": -0.054829449579119685, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.054829449579119685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06512144953012466 + ], + "opposite_logprob_tokens": [ + -2.8151214122772217 + ], + "logprob_reward": -0.06512144953012466, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06512144953012466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15630801022052765, + 0.2937338650226593, + 0.09996236115694046, + 0.08522796630859375, + 0.03258931636810303, + 0.09551071375608444, + 0.14240184426307678, + 0.03152655065059662, + 0.045718949288129807, + 0.017020436003804207 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.06512144953012466 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316258564591408 + ], + "opposite_logprob_tokens": [ + -3.7733161449432373 + ], + "logprob_reward": -0.023316258564591408, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316258564591408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1114591732621193, + 0.2637220025062561, + 0.1602582335472107, + 0.25199875235557556, + 0.03355531021952629, + 0.07826490700244904, + 0.027213048189878464, + 0.042160648852586746, + 0.01834983378648758, + 0.013018106110394001 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.023316258564591408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038110725581645966 + ], + "opposite_logprob_tokens": [ + -3.2881107330322266 + ], + "logprob_reward": -0.038110725581645966, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038110725581645966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17818930745124817, + 0.2030957192182541, + 0.05257558822631836, + 0.2284388393163681, + 0.04728861153125763, + 0.08946377784013748, + 0.02729281410574913, + 0.04128783941268921, + 0.06401976943016052, + 0.06834778189659119 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.038110725581645966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702327966690063 + ], + "opposite_logprob_tokens": [ + -2.127023220062256 + ], + "logprob_reward": -0.12702327966690063, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702327966690063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11849747598171234, + 0.2040410041809082, + 0.07745958119630814, + 0.14192141592502594, + 0.04520551860332489, + 0.1195516511797905, + 0.09418973326683044, + 0.057218171656131744, + 0.0922679603099823, + 0.049647510051727295 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.12702327966690063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057553455233574 + ], + "opposite_logprob_tokens": [ + -3.895575523376465 + ], + "logprob_reward": -0.02057553455233574, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057553455233574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2302209585905075, + 0.4028749465942383, + 0.04210938513278961, + 0.09394507855176926, + 0.0320524163544178, + 0.053646281361579895, + 0.024834685027599335, + 0.05075135827064514, + 0.055041681975126266, + 0.014523208141326904 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02057553455233574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Adopting the desaturated, gritty look of 1990s cinema, a steady medium shot captures the moment of industrial disaster with chilling clarity. From the vast ceiling of an abandoned factory, a complex, greasy mechanism of gears and chains violently breaks loose. The assembly, a tangled web of interlocking cast-iron gears and thick roller chains, coated in a dark, sticky lubricant, shears from its rusted mounting bracket in a puff of metallic dust. Under immense grinding force, the entire rusted assembly slides heavily along the angled surface of the large, grimy skylight panel, its immense weight causing the grime-caked glass to groan and shatter. The camera remains stationary, emphasizing the weight and danger as the jagged edges of the machinery scrape deep grooves into the grime before it finally tumbles over the edge of the steel frame, slowly spinning in the air for a terrifying moment before beginning its inexorable fall, creating a palpable atmosphere of impending impact and mechanical violence.", + "seed": 22745, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000049/group_9/index_8986_seed_22745_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.039368464378640056, + "vlm_logprob": -0.039368464378640056, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.039368464378640056, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043924782425165176 + ], + "opposite_logprob_tokens": [ + -3.2939248085021973 + ], + "logprob_reward": -0.043924782425165176, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.043924782425165176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35400068759918213, + 0.054465245455503464, + 0.04805734008550644, + 0.059901319444179535, + 0.03462586551904678, + 0.11369763314723969, + 0.07230643928050995, + 0.06717938184738159, + 0.1051608994603157, + 0.09060519933700562 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.043924782425165176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003634990891441703 + ], + "opposite_logprob_tokens": [ + -5.628634929656982 + ], + "logprob_reward": -0.003634990891441703, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003634990891441703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12453233450651169, + 0.044688306748867035, + 0.03540333732962608, + 0.045994628220796585, + 0.018373727798461914, + 0.0791063904762268, + 0.0553305447101593, + 0.1650235652923584, + 0.33310526609420776, + 0.09844189882278442 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.003634990891441703 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192103132605553 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192103132605553, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192103132605553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14054787158966064, + 0.04928164184093475, + 0.03141321614384651, + 0.04572652652859688, + 0.023986464366316795, + 0.07400758564472198, + 0.0959942489862442, + 0.03858386352658272, + 0.2715093493461609, + 0.22894912958145142 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.018192103132605553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291051656007767 + ], + "opposite_logprob_tokens": [ + -2.237910509109497 + ], + "logprob_reward": -0.11291051656007767, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291051656007767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08726339787244797, + 0.06945324689149857, + 0.03470023348927498, + 0.045700881630182266, + 0.03860240429639816, + 0.14356955885887146, + 0.11976256966590881, + 0.05934576317667961, + 0.09743662923574448, + 0.3041653335094452 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.11291051656007767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside the vast ceiling of an abandoned factory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a complex assembly of interlocking cast-iron gears and thick roller chains coated in dark lubricant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the machinery shear from a rusted mounting bracket and slide along a large, grimy skylight panel before tumbling over the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a steady medium shot where the camera remains stationary throughout the sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style desaturated and gritty, resembling the look of 1990s cinema?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817992888391018 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.01817992888391018, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817992888391018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1540101319551468, + 0.04947541654109955, + 0.03018951416015625, + 0.041007306426763535, + 0.04073462635278702, + 0.17892886698246002, + 0.05843990668654442, + 0.24165603518486023, + 0.0816618874669075, + 0.12389630824327469 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.01817992888391018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_0/index_tensor([1455, 1455])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_0/index_tensor([1455, 1455])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2754945a1e138d516360d23feaf091a30fec12c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_0/index_tensor([1455, 1455])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up macro lens, positioned at a very low angle, just centimeters above the water's surface, captures with razor-sharp focus a cluster of delicate, vibrant green rice sprouts. Each needle-thin sprout, a brilliant emerald green, is adorned with tiny, perfectly spherical water droplets that catch the light like tiny jewels as they penetrate the perfectly still surface of a vast, flooded rice field. The water, acting as a perfect mirror, reflects a stunning dawn sky painted in a gradient of soft pinks, warm oranges, and cool blues. In the distance, a row of trees is rendered in soft, impressionistic blurs of deep greens and browns, creating a beautiful bokeh effect and a tremendous sense of scale. The gentle, warm light of the rising sun illuminates the scene, illuminating the water droplets and casting a soft glow across the waxy texture of the lens, creating an overall atmosphere of profound tranquility and the serene, hopeful promise of a new life, all captured with the precision and artistry of a highly detailed macro photograph.", + "seed": 8802, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_0/index_1455_seed_8802_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09657383849844337, + "vlm_logprob": -0.09657383849844337, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.09657383849844337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38878464698791504 + ], + "opposite_logprob_tokens": [ + -1.138784646987915 + ], + "logprob_reward": -0.38878464698791504, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38878464698791504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30633917450904846, + 0.05505162850022316, + 0.1496051549911499, + 0.07916494458913803, + 0.08114378899335861, + 0.06864511966705322, + 0.09090854227542877, + 0.08518704771995544, + 0.05129457637667656, + 0.032659996300935745 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.38878464698791504 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869179427623749 + ], + "opposite_logprob_tokens": [ + -3.048691749572754 + ], + "logprob_reward": -0.04869179427623749, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869179427623749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32572850584983826, + 0.06074784696102142, + 0.17959457635879517, + 0.11947697401046753, + 0.05798781290650368, + 0.06076652929186821, + 0.055281419306993484, + 0.0525391660630703, + 0.036569561809301376, + 0.05130758509039879 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.04869179427623749 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811038285493851 + ], + "opposite_logprob_tokens": [ + -3.2881104946136475 + ], + "logprob_reward": -0.03811038285493851, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811038285493851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28855350613594055, + 0.10894215106964111, + 0.10248145461082458, + 0.10761745274066925, + 0.09661395102739334, + 0.07622966170310974, + 0.07987745851278305, + 0.04913204908370972, + 0.05100405588746071, + 0.03954823687672615 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03811038285493851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031898352317512035 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031898352317512035, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031898352317512035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3374415636062622, + 0.0855720192193985, + 0.05091792345046997, + 0.11859895288944244, + 0.047362543642520905, + 0.13138598203659058, + 0.03645138442516327, + 0.03864502161741257, + 0.09095947444438934, + 0.0626651793718338 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0031898352317512035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092533141374588 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092533141374588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092533141374588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36508235335350037, + 0.048799607902765274, + 0.044180355966091156, + 0.060389064252376556, + 0.09906522184610367, + 0.07412341237068176, + 0.056733887642621994, + 0.05170469358563423, + 0.08121010661125183, + 0.11871130764484406 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.004092533141374588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up macro lens, positioned at a very low angle, just centimeters above the water's surface, captures with razor-sharp focus a cluster of delicate, vibrant green rice sprouts. Each needle-thin sprout, a brilliant emerald green, is adorned with tiny, perfectly spherical water droplets that catch the light like tiny jewels as they penetrate the perfectly still surface of a vast, flooded rice field. The water, acting as a perfect mirror, reflects a stunning dawn sky painted in a gradient of soft pinks, warm oranges, and cool blues. In the distance, a row of trees is rendered in soft, impressionistic blurs of deep greens and browns, creating a beautiful bokeh effect and a tremendous sense of scale. The gentle, warm light of the rising sun illuminates the scene, illuminating the water droplets and casting a soft glow across the waxy texture of the lens, creating an overall atmosphere of profound tranquility and the serene, hopeful promise of a new life, all captured with the precision and artistry of a highly detailed macro photograph.", + "seed": 8803, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_0/index_1455_seed_8803_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0678256742656231, + "vlm_logprob": -0.0678256742656231, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.0678256742656231, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18122516572475433 + ], + "opposite_logprob_tokens": [ + -1.8062251806259155 + ], + "logprob_reward": -0.18122516572475433, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18122516572475433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1336861550807953, + 0.05436922609806061, + 0.04740888625383377, + 0.11028535664081573, + 0.01632804609835148, + 0.24625399708747864, + 0.10027320683002472, + 0.18936975300312042, + 0.06810973584651947, + 0.03391559422016144 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.18122516572475433 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035776346921921 + ], + "opposite_logprob_tokens": [ + -2.3503577709198 + ], + "logprob_reward": -0.10035776346921921, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035776346921921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12355539202690125, + 0.10758328437805176, + 0.03884020820260048, + 0.058359887450933456, + 0.0276626106351614, + 0.3139006495475769, + 0.1211404874920845, + 0.08168425410985947, + 0.038111962378025055, + 0.08916131407022476 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.10035776346921921 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297972977161407 + ], + "opposite_logprob_tokens": [ + -3.7732980251312256 + ], + "logprob_reward": -0.023297972977161407, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297972977161407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08967208862304688, + 0.08929116278886795, + 0.06530141830444336, + 0.09333062916994095, + 0.03887980431318283, + 0.26101154088974, + 0.04208190366625786, + 0.13513828814029694, + 0.15260739624500275, + 0.03268573805689812 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.023297972977161407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183324486017227 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183324486017227, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183324486017227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.341335266828537, + 0.15218041837215424, + 0.10468598455190659, + 0.11036396026611328, + 0.08368470519781113, + 0.07622402161359787, + 0.024295778945088387, + 0.06535660475492477, + 0.023770753294229507, + 0.01810254529118538 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.018183324486017227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064144670963287 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064144670963287, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064144670963287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2910510003566742, + 0.05251422896981239, + 0.14385752379894257, + 0.03459271043539047, + 0.16380079090595245, + 0.13858738541603088, + 0.02695363387465477, + 0.0975697785615921, + 0.02833145670592785, + 0.02274147979915142 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.016064144670963287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up macro lens, positioned at a very low angle, just centimeters above the water's surface, captures with razor-sharp focus a cluster of delicate, vibrant green rice sprouts. Each needle-thin sprout, a brilliant emerald green, is adorned with tiny, perfectly spherical water droplets that catch the light like tiny jewels as they penetrate the perfectly still surface of a vast, flooded rice field. The water, acting as a perfect mirror, reflects a stunning dawn sky painted in a gradient of soft pinks, warm oranges, and cool blues. In the distance, a row of trees is rendered in soft, impressionistic blurs of deep greens and browns, creating a beautiful bokeh effect and a tremendous sense of scale. The gentle, warm light of the rising sun illuminates the scene, illuminating the water droplets and casting a soft glow across the waxy texture of the lens, creating an overall atmosphere of profound tranquility and the serene, hopeful promise of a new life, all captured with the precision and artistry of a highly detailed macro photograph.", + "seed": 8804, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_0/index_1455_seed_8804_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2195864522829652, + "vlm_logprob": -0.2195864522829652, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.2195864522829652, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9756418466567993 + ], + "opposite_logprob_tokens": [ + -0.47564181685447693 + ], + "logprob_reward": -0.9756418466567993, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9756418466567993, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13032525777816772, + 0.033908288925886154, + 0.038193922489881516, + 0.47436970472335815, + 0.022913429886102676, + 0.12115367501974106, + 0.048918791115283966, + 0.028875159099698067, + 0.054947104305028915, + 0.04639464244246483 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.9756418466567993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373901546001434 + ], + "opposite_logprob_tokens": [ + -3.4087390899658203 + ], + "logprob_reward": -0.03373901546001434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373901546001434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15962788462638855, + 0.06005029007792473, + 0.14200904965400696, + 0.24725966155529022, + 0.04725806415081024, + 0.1234922781586647, + 0.05146842822432518, + 0.08050443977117538, + 0.034206319600343704, + 0.054123565554618835 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.03373901546001434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899407297372818 + ], + "opposite_logprob_tokens": [ + -2.578994035720825 + ], + "logprob_reward": -0.07899407297372818, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899407297372818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22986659407615662, + 0.07100525498390198, + 0.05234122276306152, + 0.2849753797054291, + 0.03955017775297165, + 0.14919734001159668, + 0.034043535590171814, + 0.04369213804602623, + 0.038915034383535385, + 0.05641327053308487 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.07899407297372818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036120666190981865 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.0036120666190981865, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036120666190981865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34161537885665894, + 0.052608080208301544, + 0.04020000621676445, + 0.11807963997125626, + 0.07594972103834152, + 0.03449084609746933, + 0.046412453055381775, + 0.043978411704301834, + 0.14182984828948975, + 0.10483558475971222 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0036120666190981865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594525970518589 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.00594525970518589, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594525970518589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2545149326324463, + 0.053277503699064255, + 0.07283997535705566, + 0.26122593879699707, + 0.06192687153816223, + 0.09360100328922272, + 0.04255508631467819, + 0.06694335490465164, + 0.04282530024647713, + 0.05028996989130974 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.00594525970518589 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up macro lens, positioned at a very low angle, just centimeters above the water's surface, captures with razor-sharp focus a cluster of delicate, vibrant green rice sprouts. Each needle-thin sprout, a brilliant emerald green, is adorned with tiny, perfectly spherical water droplets that catch the light like tiny jewels as they penetrate the perfectly still surface of a vast, flooded rice field. The water, acting as a perfect mirror, reflects a stunning dawn sky painted in a gradient of soft pinks, warm oranges, and cool blues. In the distance, a row of trees is rendered in soft, impressionistic blurs of deep greens and browns, creating a beautiful bokeh effect and a tremendous sense of scale. The gentle, warm light of the rising sun illuminates the scene, illuminating the water droplets and casting a soft glow across the waxy texture of the lens, creating an overall atmosphere of profound tranquility and the serene, hopeful promise of a new life, all captured with the precision and artistry of a highly detailed macro photograph.", + "seed": 8805, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_0/index_1455_seed_8805_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08686318444088101, + "vlm_logprob": -0.08686318444088101, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.08686318444088101, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34966397285461426 + ], + "opposite_logprob_tokens": [ + -1.2246639728546143 + ], + "logprob_reward": -0.34966397285461426, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34966397285461426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43700480461120605, + 0.13170763850212097, + 0.04734836891293526, + 0.059987206012010574, + 0.07068325579166412, + 0.056811511516571045, + 0.02031622640788555, + 0.04197591543197632, + 0.06541699916124344, + 0.06874802708625793 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.34966397285461426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207505986094475 + ], + "opposite_logprob_tokens": [ + -2.812075138092041 + ], + "logprob_reward": -0.06207505986094475, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207505986094475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25250184535980225, + 0.1780591756105423, + 0.12078987061977386, + 0.026466140523552895, + 0.05863688513636589, + 0.055540282279253006, + 0.059148479253053665, + 0.14177660644054413, + 0.029427513480186462, + 0.07765322923660278 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.06207505986094475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542181648314 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.012542181648314, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542181648314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1504293531179428, + 0.18634554743766785, + 0.1517532467842102, + 0.07226817309856415, + 0.049453649669885635, + 0.060856420546770096, + 0.04487660899758339, + 0.09366483241319656, + 0.12688124179840088, + 0.06347093731164932 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.012542181648314 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944074597209692 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944074597209692, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944074597209692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.723456621170044, + 0.040520600974559784, + 0.027113476768136024, + 0.023366719484329224, + 0.020482255145907402, + 0.027142861858010292, + 0.03839292377233505, + 0.029170943424105644, + 0.02204466052353382, + 0.04830887168645859 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005944074597209692 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up macro view of a cluster of green rice sprouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rice sprouts vibrant emerald green with tiny spherical water droplets on them?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a very low angle just centimeters above the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a flooded rice field reflecting a dawn sky with soft pinks, oranges, and blues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are distant trees visible as soft, impressionistic blurs creating a bokeh effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040906332433223724 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.0040906332433223724, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040906332433223724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2830140292644501, + 0.293197363615036, + 0.05968186631798744, + 0.037206023931503296, + 0.018378445878624916, + 0.050991564989089966, + 0.0732034370303154, + 0.09895231574773788, + 0.03517008200287819, + 0.050204820930957794 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0040906332433223724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_12/index_tensor([8342, 8342])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_12/index_tensor([8342, 8342])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2e4a1f26737c30e61937d3ece259afe08813afba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_12/index_tensor([8342, 8342])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot, rendered in an enchanting Studio Ghibli style, captures a tiny Alcedo musca clinging tenaciously to a thick, gnarled branch covered in soft, emerald moss. The kingfisher's brilliant blue feathers possess a hand-painted, iridescent quality, shimmering with hues of cobalt and azure, contrasting strikingly with its warm, rufous belly. Its sharp, black beak points downward, its dark, expressive eyes fixed in intense focus. Warm, dappled sunlight filters down through a lush canopy of leaves, casting shifting, gentle patterns of light and shadow across the scene, creating a tranquil, dreamlike atmosphere. The branches overhang a crystal-clear stream, its water flowing gently and transparently, revealing a bed of smooth, colorful river rocks. Beneath the shimmering surface, a small school of silvery fish playfully and swiftly swim among the stones, their scales catching the refracted light with rapid flashes, completely oblivious to the focused, motionless predator, poised to strike at the perfect moment.", + "seed": 6379, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_12/index_8342_seed_6379_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07328795038629324, + "vlm_logprob": -0.07328795038629324, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.07328795038629324, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06275017559528351 + ], + "opposite_logprob_tokens": [ + -2.8127501010894775 + ], + "logprob_reward": -0.06275017559528351, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06275017559528351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19518810510635376, + 0.2455454021692276, + 0.031772200018167496, + 0.05072963237762451, + 0.25437629222869873, + 0.027373474091291428, + 0.03489359840750694, + 0.05865965411067009, + 0.023530706763267517, + 0.07793089747428894 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.06275017559528351 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099145747721195 + ], + "opposite_logprob_tokens": [ + -4.511099338531494 + ], + "logprob_reward": -0.011099145747721195, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099145747721195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33225247263908386, + 0.12401483952999115, + 0.03695818409323692, + 0.049258019775152206, + 0.21220524609088898, + 0.056925080716609955, + 0.033950068056583405, + 0.04453704506158829, + 0.05128701403737068, + 0.05861205980181694 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.011099145747721195 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001515312702395022 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.001515312702395022, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001515312702395022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31612586975097656, + 0.07933614403009415, + 0.037489667534828186, + 0.08433230221271515, + 0.2745773494243622, + 0.04389204457402229, + 0.013957018963992596, + 0.06950478255748749, + 0.01708698458969593, + 0.06369784474372864 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.001515312702395022 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27196192741394043, + 0.10189451277256012, + 0.029283171519637108, + 0.0694119930267334, + 0.29591166973114014, + 0.058248523622751236, + 0.0271054245531559, + 0.05625571310520172, + 0.026384299620985985, + 0.06354270875453949 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.009779401123523712 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812957167625427 + ], + "opposite_logprob_tokens": [ + -1.4062957763671875 + ], + "logprob_reward": -0.2812957167625427, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812957167625427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4066181778907776, + 0.07106015086174011, + 0.01460704393684864, + 0.05633486434817314, + 0.2154836654663086, + 0.058941762894392014, + 0.014259069226682186, + 0.07180850207805634, + 0.010653194971382618, + 0.08023351430892944 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.2812957167625427 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in an enchanting Studio Ghibli style, captures a tiny Alcedo musca clinging tenaciously to a thick, gnarled branch covered in soft, emerald moss. The kingfisher's brilliant blue feathers possess a hand-painted, iridescent quality, shimmering with hues of cobalt and azure, contrasting strikingly with its warm, rufous belly. Its sharp, black beak points downward, its dark, expressive eyes fixed in intense focus. Warm, dappled sunlight filters down through a lush canopy of leaves, casting shifting, gentle patterns of light and shadow across the scene, creating a tranquil, dreamlike atmosphere. The branches overhang a crystal-clear stream, its water flowing gently and transparently, revealing a bed of smooth, colorful river rocks. Beneath the shimmering surface, a small school of silvery fish playfully and swiftly swim among the stones, their scales catching the refracted light with rapid flashes, completely oblivious to the focused, motionless predator, poised to strike at the perfect moment.", + "seed": 6380, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_12/index_8342_seed_6380_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01937404917553067, + "vlm_logprob": -0.01937404917553067, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.01937404917553067, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024781206622719765 + ], + "opposite_logprob_tokens": [ + -3.7747812271118164 + ], + "logprob_reward": -0.024781206622719765, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024781206622719765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3230350911617279, + 0.07193531095981598, + 0.026814835146069527, + 0.031645484268665314, + 0.06261470913887024, + 0.08523550629615784, + 0.08303313702344894, + 0.05332575738430023, + 0.16295120120048523, + 0.09940905123949051 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.024781206622719765 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811829909682274 + ], + "opposite_logprob_tokens": [ + -3.288118362426758 + ], + "logprob_reward": -0.03811829909682274, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811829909682274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43420252203941345, + 0.07609281688928604, + 0.04566621780395508, + 0.06716693937778473, + 0.057644110172986984, + 0.0984453484416008, + 0.06230553239583969, + 0.03896464407444, + 0.06047488749027252, + 0.05903695523738861 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.03811829909682274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000922969076782465 + ], + "opposite_logprob_tokens": [ + -7.000923156738281 + ], + "logprob_reward": -0.000922969076782465, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000922969076782465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16133840382099152, + 0.042098093777894974, + 0.026630980893969536, + 0.035251837223768234, + 0.03633362054824829, + 0.10854923725128174, + 0.0980849415063858, + 0.14136070013046265, + 0.1639670878648758, + 0.18638508021831512 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.000922969076782465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777866303920746 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009777866303920746, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777866303920746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34911495447158813, + 0.044260069727897644, + 0.03611388057470322, + 0.03354021906852722, + 0.028464676812291145, + 0.03809308633208275, + 0.14763212203979492, + 0.1004219800233841, + 0.07701631635427475, + 0.14534272253513336 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.009777866303920746 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023269904777407646 + ], + "opposite_logprob_tokens": [ + -3.7732698917388916 + ], + "logprob_reward": -0.023269904777407646, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023269904777407646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06311433762311935, + 0.029381517320871353, + 0.020364152267575264, + 0.0698573887348175, + 0.04133247584104538, + 0.07024997472763062, + 0.06470554322004318, + 0.2484438121318817, + 0.12220945954322815, + 0.2703414261341095 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.023269904777407646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in an enchanting Studio Ghibli style, captures a tiny Alcedo musca clinging tenaciously to a thick, gnarled branch covered in soft, emerald moss. The kingfisher's brilliant blue feathers possess a hand-painted, iridescent quality, shimmering with hues of cobalt and azure, contrasting strikingly with its warm, rufous belly. Its sharp, black beak points downward, its dark, expressive eyes fixed in intense focus. Warm, dappled sunlight filters down through a lush canopy of leaves, casting shifting, gentle patterns of light and shadow across the scene, creating a tranquil, dreamlike atmosphere. The branches overhang a crystal-clear stream, its water flowing gently and transparently, revealing a bed of smooth, colorful river rocks. Beneath the shimmering surface, a small school of silvery fish playfully and swiftly swim among the stones, their scales catching the refracted light with rapid flashes, completely oblivious to the focused, motionless predator, poised to strike at the perfect moment.", + "seed": 6381, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_12/index_8342_seed_6381_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05015003795269877, + "vlm_logprob": -0.05015003795269877, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.05015003795269877, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2023567110300064 + ], + "opposite_logprob_tokens": [ + -1.7023566961288452 + ], + "logprob_reward": -0.2023567110300064, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2023567110300064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39971956610679626, + 0.12716782093048096, + 0.05290907993912697, + 0.03929978236556053, + 0.02522026188671589, + 0.03021741472184658, + 0.03278964385390282, + 0.06637728959321976, + 0.04121142625808716, + 0.1850876659154892 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.2023567110300064 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656476624310017 + ], + "opposite_logprob_tokens": [ + -4.7586565017700195 + ], + "logprob_reward": -0.008656476624310017, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656476624310017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1364610493183136, + 0.20718757808208466, + 0.0760682001709938, + 0.07273630797863007, + 0.03347892686724663, + 0.04915120452642441, + 0.0545891709625721, + 0.11405987292528152, + 0.09348466992378235, + 0.16278302669525146 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.008656476624310017 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008135108510032296 + ], + "opposite_logprob_tokens": [ + -7.1258134841918945 + ], + "logprob_reward": -0.0008135108510032296, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008135108510032296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27656522393226624, + 0.08983567357063293, + 0.049821510910987854, + 0.028583379462361336, + 0.02808862179517746, + 0.04192323982715607, + 0.03722170367836952, + 0.15257634222507477, + 0.04629785940051079, + 0.24908648431301117 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0008135108510032296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247865337878466 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005247865337878466, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247865337878466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43913888931274414, + 0.09166112542152405, + 0.08506038784980774, + 0.06411540508270264, + 0.04986931383609772, + 0.03321945294737816, + 0.027507200837135315, + 0.07845298200845718, + 0.03244200348854065, + 0.09853324294090271 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005247865337878466 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033675625920295715 + ], + "opposite_logprob_tokens": [ + -3.4086756706237793 + ], + "logprob_reward": -0.033675625920295715, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033675625920295715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.434784859418869, + 0.0716266930103302, + 0.0359170064330101, + 0.028127523139119148, + 0.01838640123605728, + 0.012431609444320202, + 0.03796560689806938, + 0.1015661284327507, + 0.02436031587421894, + 0.23483382165431976 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.033675625920295715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in an enchanting Studio Ghibli style, captures a tiny Alcedo musca clinging tenaciously to a thick, gnarled branch covered in soft, emerald moss. The kingfisher's brilliant blue feathers possess a hand-painted, iridescent quality, shimmering with hues of cobalt and azure, contrasting strikingly with its warm, rufous belly. Its sharp, black beak points downward, its dark, expressive eyes fixed in intense focus. Warm, dappled sunlight filters down through a lush canopy of leaves, casting shifting, gentle patterns of light and shadow across the scene, creating a tranquil, dreamlike atmosphere. The branches overhang a crystal-clear stream, its water flowing gently and transparently, revealing a bed of smooth, colorful river rocks. Beneath the shimmering surface, a small school of silvery fish playfully and swiftly swim among the stones, their scales catching the refracted light with rapid flashes, completely oblivious to the focused, motionless predator, poised to strike at the perfect moment.", + "seed": 6382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_12/index_8342_seed_6382_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02932075662538409, + "vlm_logprob": -0.02932075662538409, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02932075662538409, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030238384380936623 + ], + "opposite_logprob_tokens": [ + -3.530238389968872 + ], + "logprob_reward": -0.030238384380936623, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030238384380936623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12807849049568176, + 0.24680157005786896, + 0.2641265094280243, + 0.0811348706483841, + 0.018602289259433746, + 0.034627269953489304, + 0.04444863647222519, + 0.0230146162211895, + 0.05166316777467728, + 0.10750256478786469 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.030238384380936623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205937638878822 + ], + "opposite_logprob_tokens": [ + -2.8120594024658203 + ], + "logprob_reward": -0.06205937638878822, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205937638878822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14660190045833588, + 0.2810177505016327, + 0.08151999861001968, + 0.09462136030197144, + 0.02187381498515606, + 0.17701028287410736, + 0.07050564140081406, + 0.04667969048023224, + 0.04036815091967583, + 0.039801448583602905 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.06205937638878822 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010440857149660587 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010440857149660587, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010440857149660587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09693212062120438, + 0.12965084612369537, + 0.03791727125644684, + 0.05897359549999237, + 0.019762953743338585, + 0.5061648488044739, + 0.019601205363869667, + 0.047503650188446045, + 0.03827745094895363, + 0.04521612823009491 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.0010440857149660587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635659046471119 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635659046471119, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635659046471119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12996196746826172, + 0.14294880628585815, + 0.09359041601419449, + 0.05418951436877251, + 0.023122023791074753, + 0.31432926654815674, + 0.0917072668671608, + 0.0722283199429512, + 0.024711618199944496, + 0.0532107949256897 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.004635659046471119 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in an enchanting Studio Ghibli style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tiny Alcedo musca (kingfisher) visible clinging to a thick, gnarled branch covered in emerald moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kingfisher display brilliant blue feathers with a hand-painted, iridescent quality and a warm, rufous belly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a lush canopy with warm, dappled sunlight casting shifting patterns of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crystal-clear stream visible below the branches with a bed of smooth, colorful river rocks and a small school of silvery fish swimming beneath the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04862627759575844 + ], + "opposite_logprob_tokens": [ + -3.048626184463501 + ], + "logprob_reward": -0.04862627759575844, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04862627759575844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12470082938671112, + 0.11081838607788086, + 0.053672946989536285, + 0.0817229300737381, + 0.026347430422902107, + 0.41361936926841736, + 0.08111530542373657, + 0.04110725596547127, + 0.02227957360446453, + 0.044616006314754486 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.04862627759575844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_15/index_tensor([779, 779])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_15/index_tensor([779, 779])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5f3183eab4ec2d140a784dfc16bf91fcea9d1c40 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_15/index_tensor([779, 779])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a low angle, the camera remains still, focused on the surface of a thick, viscous, dark brown mud. In the dim, slanting light of dusk, this murky swamp takes on an ominous, oily texture. Bubbles of varying sizes slowly and powerfully rise from the depths of the mud, forming smooth, taut bubbles. Their surfaces tremble subtly from the internal pressure, finally bursting with a silent, tense \"poof,\" releasing turbid gas and tiny splashes of mud. The entire surface of the mud thus appears to be in a constant, irregular state of peristalsis, as if a vast, unknown creature is breathing or stirring heavily beneath. In the background, several dead tree roots covered in dark green moss twist and protrude from the mire, adding to the dead silence. The image is dominated by cold tones, with the light creating fleeting highlights on the slippery mud bubbles, creating an unsettling sense of suspense and a primal, latent atmosphere of danger.", + "seed": 16676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_15/index_779_seed_16676_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18099318705499173, + "vlm_logprob": -0.18099318705499173, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.18099318705499173, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033808398991823196 + ], + "opposite_logprob_tokens": [ + -3.533808469772339 + ], + "logprob_reward": -0.033808398991823196, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.033808398991823196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.550228476524353, + 0.11482701450586319, + 0.17572595179080963, + 0.03493834659457207, + 0.020126456394791603, + 0.01216124463826418, + 0.011866352520883083, + 0.009636137634515762, + 0.02712068520486355, + 0.043369319289922714 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.033808398991823196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233399271965027 + ], + "opposite_logprob_tokens": [ + -0.8983399271965027 + ], + "logprob_reward": -0.5233399271965027, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233399271965027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1293523758649826, + 0.10051710158586502, + 0.0892086774110794, + 0.06677759438753128, + 0.045432720333337784, + 0.04666242003440857, + 0.07296675443649292, + 0.12016969174146652, + 0.06478023529052734, + 0.26413244009017944 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.5233399271965027 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083818972110748 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083818972110748, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083818972110748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19565896689891815, + 0.18752960860729218, + 0.09441366791725159, + 0.10661491006612778, + 0.05778864771127701, + 0.056477125734090805, + 0.04562987759709358, + 0.06372599303722382, + 0.051763687282800674, + 0.14039748907089233 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.011083818972110748 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290636017918587 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.023290636017918587, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290636017918587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27661338448524475, + 0.17265130579471588, + 0.2105434238910675, + 0.08882847428321838, + 0.055170316249132156, + 0.04908980801701546, + 0.03445472568273544, + 0.04646928980946541, + 0.023303197696805, + 0.04287609085440636 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023290636017918587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134431540966034 + ], + "opposite_logprob_tokens": [ + -1.3134431838989258 + ], + "logprob_reward": -0.3134431540966034, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134431540966034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08822249621152878, + 0.19778865575790405, + 0.11783943325281143, + 0.045007143169641495, + 0.041708268225193024, + 0.07543002814054489, + 0.10279791057109833, + 0.06215716525912285, + 0.02069205790758133, + 0.2483568638563156 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.3134431540966034 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low angle, the camera remains still, focused on the surface of a thick, viscous, dark brown mud. In the dim, slanting light of dusk, this murky swamp takes on an ominous, oily texture. Bubbles of varying sizes slowly and powerfully rise from the depths of the mud, forming smooth, taut bubbles. Their surfaces tremble subtly from the internal pressure, finally bursting with a silent, tense \"poof,\" releasing turbid gas and tiny splashes of mud. The entire surface of the mud thus appears to be in a constant, irregular state of peristalsis, as if a vast, unknown creature is breathing or stirring heavily beneath. In the background, several dead tree roots covered in dark green moss twist and protrude from the mire, adding to the dead silence. The image is dominated by cold tones, with the light creating fleeting highlights on the slippery mud bubbles, creating an unsettling sense of suspense and a primal, latent atmosphere of danger.", + "seed": 16677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_15/index_779_seed_16677_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2155004797503352, + "vlm_logprob": -0.2155004797503352, + "vlm_yes_no_margin": 2.449999976158142, + "vlm_token_credit": -0.2155004797503352, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14890943467617035 + ], + "opposite_logprob_tokens": [ + -2.023909330368042 + ], + "logprob_reward": -0.14890943467617035, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14890943467617035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.233460932970047, + 0.029904145747423172, + 0.021154312416911125, + 0.022484371438622475, + 0.021273786202073097, + 0.03835573047399521, + 0.44683727622032166, + 0.046770475804805756, + 0.08683168888092041, + 0.052927304059267044 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.14890943467617035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757800817489624 + ], + "opposite_logprob_tokens": [ + -0.632800817489624 + ], + "logprob_reward": -0.757800817489624, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757800817489624, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12470971047878265, + 0.061301007866859436, + 0.043623365461826324, + 0.01852377876639366, + 0.0361337773501873, + 0.04127975553274155, + 0.2778806686401367, + 0.04519124701619148, + 0.04128512740135193, + 0.3100716471672058 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.757800817489624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795927442610264 + ], + "opposite_logprob_tokens": [ + -4.634796142578125 + ], + "logprob_reward": -0.009795927442610264, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795927442610264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6200132966041565, + 0.043491609394550323, + 0.016578994691371918, + 0.024619603529572487, + 0.014034575782716274, + 0.015877556055784225, + 0.18392764031887054, + 0.013615421950817108, + 0.017274407669901848, + 0.05056692659854889 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.009795927442610264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188944086432457 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.018188944086432457, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188944086432457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46605390310287476, + 0.030294684693217278, + 0.02928178943693638, + 0.01250246912240982, + 0.024706507101655006, + 0.017554963007569313, + 0.3322806656360626, + 0.030920788645744324, + 0.03146441653370857, + 0.024939797818660736 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.018188944086432457 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.142807275056839 + ], + "opposite_logprob_tokens": [ + -2.0178072452545166 + ], + "logprob_reward": -0.142807275056839, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.142807275056839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5754379034042358, + 0.027204293757677078, + 0.04701424762606621, + 0.012129105627536774, + 0.033682361245155334, + 0.026104088872671127, + 0.16457802057266235, + 0.016748664900660515, + 0.04487968236207962, + 0.05222158879041672 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.142807275056839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low angle, the camera remains still, focused on the surface of a thick, viscous, dark brown mud. In the dim, slanting light of dusk, this murky swamp takes on an ominous, oily texture. Bubbles of varying sizes slowly and powerfully rise from the depths of the mud, forming smooth, taut bubbles. Their surfaces tremble subtly from the internal pressure, finally bursting with a silent, tense \"poof,\" releasing turbid gas and tiny splashes of mud. The entire surface of the mud thus appears to be in a constant, irregular state of peristalsis, as if a vast, unknown creature is breathing or stirring heavily beneath. In the background, several dead tree roots covered in dark green moss twist and protrude from the mire, adding to the dead silence. The image is dominated by cold tones, with the light creating fleeting highlights on the slippery mud bubbles, creating an unsettling sense of suspense and a primal, latent atmosphere of danger.", + "seed": 16678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_15/index_779_seed_16678_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20348496753722428, + "vlm_logprob": -0.20348496753722428, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.20348496753722428, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08460468053817749 + ], + "opposite_logprob_tokens": [ + -2.5846047401428223 + ], + "logprob_reward": -0.08460468053817749, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08460468053817749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07097988575696945, + 0.11425341665744781, + 0.09366506338119507, + 0.15601110458374023, + 0.020889418199658394, + 0.12045539915561676, + 0.3481982350349426, + 0.021050140261650085, + 0.04133201390504837, + 0.013165305368602276 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.08460468053817749 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933720111846924 + ], + "opposite_logprob_tokens": [ + -0.6933720111846924 + ], + "logprob_reward": -0.6933720111846924, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933720111846924, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11992377787828445, + 0.08144906163215637, + 0.07101339101791382, + 0.08464980870485306, + 0.020131593570113182, + 0.04004783555865288, + 0.36617425084114075, + 0.14954572916030884, + 0.026243945583701134, + 0.040820591151714325 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.6933720111846924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104523919522762 + ], + "opposite_logprob_tokens": [ + -5.5041046142578125 + ], + "logprob_reward": -0.004104523919522762, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104523919522762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21044905483722687, + 0.18524706363677979, + 0.02943342924118042, + 0.09304200857877731, + 0.04050565883517265, + 0.0763852521777153, + 0.1989651471376419, + 0.06159300357103348, + 0.019565045833587646, + 0.08481433987617493 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.004104523919522762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784476831555367 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784476831555367, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784476831555367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05260803923010826, + 0.0855691134929657, + 0.09806707501411438, + 0.03381119295954704, + 0.03805924206972122, + 0.18487344682216644, + 0.24896037578582764, + 0.06696772575378418, + 0.04443061351776123, + 0.1466531902551651 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.009784476831555367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555914521217346 + ], + "opposite_logprob_tokens": [ + -1.600559115409851 + ], + "logprob_reward": -0.22555914521217346, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555914521217346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10397899150848389, + 0.02750392071902752, + 0.0640777200460434, + 0.051548540592193604, + 0.020594609901309013, + 0.1673799306154251, + 0.4413011372089386, + 0.05299948528409004, + 0.033868495374917984, + 0.03674716874957085 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.22555914521217346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a low angle, the camera remains still, focused on the surface of a thick, viscous, dark brown mud. In the dim, slanting light of dusk, this murky swamp takes on an ominous, oily texture. Bubbles of varying sizes slowly and powerfully rise from the depths of the mud, forming smooth, taut bubbles. Their surfaces tremble subtly from the internal pressure, finally bursting with a silent, tense \"poof,\" releasing turbid gas and tiny splashes of mud. The entire surface of the mud thus appears to be in a constant, irregular state of peristalsis, as if a vast, unknown creature is breathing or stirring heavily beneath. In the background, several dead tree roots covered in dark green moss twist and protrude from the mire, adding to the dead silence. The image is dominated by cold tones, with the light creating fleeting highlights on the slippery mud bubbles, creating an unsettling sense of suspense and a primal, latent atmosphere of danger.", + "seed": 16679, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_15/index_779_seed_16679_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2630348389968276, + "vlm_logprob": -0.2630348389968276, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.2630348389968276, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21272146701812744 + ], + "opposite_logprob_tokens": [ + -1.7127214670181274 + ], + "logprob_reward": -0.21272146701812744, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21272146701812744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12890149652957916, + 0.07121191918849945, + 0.11614664644002914, + 0.1113177016377449, + 0.03454355150461197, + 0.23729701340198517, + 0.0980154350399971, + 0.07945538312196732, + 0.07415512949228287, + 0.048955757170915604 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.21272146701812744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974265456199646 + ], + "opposite_logprob_tokens": [ + -0.474265456199646 + ], + "logprob_reward": -0.974265456199646, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974265456199646, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11974348872900009, + 0.19031745195388794, + 0.05566950514912605, + 0.07985857874155045, + 0.06876691430807114, + 0.06354035437107086, + 0.05889191851019859, + 0.05110693722963333, + 0.08610499650239944, + 0.2259998470544815 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.974265456199646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093958280980587 + ], + "opposite_logprob_tokens": [ + -4.511094093322754 + ], + "logprob_reward": -0.011093958280980587, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093958280980587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12961067259311676, + 0.3194321393966675, + 0.06305326521396637, + 0.13060903549194336, + 0.10032258182764053, + 0.06304340809583664, + 0.027535663917660713, + 0.04425591602921486, + 0.043755512684583664, + 0.07838181406259537 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.011093958280980587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811003640294075 + ], + "opposite_logprob_tokens": [ + -3.2881100177764893 + ], + "logprob_reward": -0.03811003640294075, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811003640294075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12106230109930038, + 0.08037400990724564, + 0.09213948249816895, + 0.18936645984649658, + 0.1052495688199997, + 0.07234308123588562, + 0.07818523794412613, + 0.077065609395504, + 0.07258499413728714, + 0.11162923276424408 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.03811003640294075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are bubbles of varying sizes rising from the dark brown mud surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dead tree roots covered in dark green moss visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold tones with slanting dusk light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898327708244324 + ], + "opposite_logprob_tokens": [ + -2.5789833068847656 + ], + "logprob_reward": -0.07898327708244324, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898327708244324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11466261744499207, + 0.5508679747581482, + 0.03601330146193504, + 0.042801953852176666, + 0.04781820997595787, + 0.048313554376363754, + 0.021022044122219086, + 0.02757631428539753, + 0.045526400208473206, + 0.0653977319598198 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.07898327708244324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_3/index_tensor([2416, 2416])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_3/index_tensor([2416, 2416])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..77ba1bd87478bc0cadab5ad035d55c3e87b40de5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_3/index_tensor([2416, 2416])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "rapid close-up zooms forward, focusing on a landscape scroll on yellowed, ancient rice paper, slowly unfolding across a rustic wooden table. The paper reveals age-worn wrinkles and subtle fiber textures. The painting is a classic example of freehand Chinese ink painting, employing only varying shades of ink, wet and dry, to depict towering peaks, swirling clouds curling around the mountainside, and a few majestic, ancient pines standing proudly atop the cliffs. As the camera rapidly zooms toward a central peak, the two-dimensional image begins to strangely distort and expand. The fibrous texture of the paper melts away, and the ink lines miraculously rise, capturing the rough texture and majestic volume of real rock. Flatly applied mist transforms into a tangible, thick sea of clouds swirling across the valley. At this moment, the perspective seamlessly switches to an extremely smooth high-speed drone flight, leading us suddenly through the three-dimensional canyon just generated by the scroll. We can clearly see the sunlight penetrating the flowing clouds, casting ever-changing spots of light on the indigo-colored mountains. We can almost hear the whistling of the wind, and under our feet is a clear river that has transformed from an inky stream, shimmering with rippling waves. The whole world, while retaining the elegant and tranquil tones of ink painting, is endowed with the breath of life, majestic momentum and shocking realism, creating a visual spectacle that transcends two-dimensional art into a three-dimensional world, solemn, ethereal and full of oriental poetry.", + "seed": 7591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_3/index_2416_seed_7591_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01720969257876277, + "vlm_logprob": -0.01720969257876277, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01720969257876277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015010501258075237 + ], + "opposite_logprob_tokens": [ + -4.265010356903076 + ], + "logprob_reward": -0.015010501258075237, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015010501258075237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28020596504211426, + 0.08104649931192398, + 0.0707089975476265, + 0.040644895285367966, + 0.12949228286743164, + 0.14177612960338593, + 0.11774454265832901, + 0.05595805123448372, + 0.05246248468756676, + 0.029960203915834427 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.015010501258075237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495985943824053 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.002495985943824053, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495985943824053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24039089679718018, + 0.06077391281723976, + 0.11488339304924011, + 0.07146567851305008, + 0.053403813391923904, + 0.20236054062843323, + 0.11386235803365707, + 0.05170575529336929, + 0.036909811198711395, + 0.054243866354227066 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.002495985943824053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007653556298464537 + ], + "opposite_logprob_tokens": [ + -4.882653713226318 + ], + "logprob_reward": -0.007653556298464537, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007653556298464537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13245217502117157, + 0.1523427963256836, + 0.09536152333021164, + 0.17222166061401367, + 0.1324966549873352, + 0.05224909260869026, + 0.08528754115104675, + 0.046802669763565063, + 0.05420969799160957, + 0.07657613605260849 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.007653556298464537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059483409859240055 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.0059483409859240055, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059483409859240055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08376359194517136, + 0.13138943910598755, + 0.06702075898647308, + 0.1381504088640213, + 0.06514236330986023, + 0.18760110437870026, + 0.07401076704263687, + 0.05646730959415436, + 0.0847717896103859, + 0.1116824671626091 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.0059483409859240055 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054940078407526016 + ], + "opposite_logprob_tokens": [ + -2.9299399852752686 + ], + "logprob_reward": -0.054940078407526016, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054940078407526016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07052803039550781, + 0.06710746884346008, + 0.043065737932920456, + 0.07182493805885315, + 0.11321952193975449, + 0.2152927815914154, + 0.06733307242393494, + 0.10145306587219238, + 0.08859162032604218, + 0.16158366203308105 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.054940078407526016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid close-up zooms forward, focusing on a landscape scroll on yellowed, ancient rice paper, slowly unfolding across a rustic wooden table. The paper reveals age-worn wrinkles and subtle fiber textures. The painting is a classic example of freehand Chinese ink painting, employing only varying shades of ink, wet and dry, to depict towering peaks, swirling clouds curling around the mountainside, and a few majestic, ancient pines standing proudly atop the cliffs. As the camera rapidly zooms toward a central peak, the two-dimensional image begins to strangely distort and expand. The fibrous texture of the paper melts away, and the ink lines miraculously rise, capturing the rough texture and majestic volume of real rock. Flatly applied mist transforms into a tangible, thick sea of clouds swirling across the valley. At this moment, the perspective seamlessly switches to an extremely smooth high-speed drone flight, leading us suddenly through the three-dimensional canyon just generated by the scroll. We can clearly see the sunlight penetrating the flowing clouds, casting ever-changing spots of light on the indigo-colored mountains. We can almost hear the whistling of the wind, and under our feet is a clear river that has transformed from an inky stream, shimmering with rippling waves. The whole world, while retaining the elegant and tranquil tones of ink painting, is endowed with the breath of life, majestic momentum and shocking realism, creating a visual spectacle that transcends two-dimensional art into a three-dimensional world, solemn, ethereal and full of oriental poetry.", + "seed": 7592, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_3/index_2416_seed_7592_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023235359322279693, + "vlm_logprob": -0.023235359322279693, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.023235359322279693, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031120585277676582 + ], + "opposite_logprob_tokens": [ + -3.531120538711548 + ], + "logprob_reward": -0.031120585277676582, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031120585277676582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08519534766674042, + 0.07227462530136108, + 0.13825498521327972, + 0.13784712553024292, + 0.168711319565773, + 0.04136909544467926, + 0.045133624225854874, + 0.10984805971384048, + 0.17843058705329895, + 0.022935187444090843 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.031120585277676582 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674353027716279 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.00674353027716279, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674353027716279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33689674735069275, + 0.1425439715385437, + 0.132280632853508, + 0.06526602804660797, + 0.04061886668205261, + 0.0685487762093544, + 0.061458539217710495, + 0.06895389407873154, + 0.04072335362434387, + 0.04270918667316437 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00674353027716279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653049357235432 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.008653049357235432, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653049357235432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0592767596244812, + 0.10921266674995422, + 0.3646172881126404, + 0.10873261839151382, + 0.033201828598976135, + 0.188968688249588, + 0.055632494390010834, + 0.01881769299507141, + 0.039567895233631134, + 0.02197207324206829 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.008653049357235432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076287128031253815 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.0076287128031253815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076287128031253815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07091838866472244, + 0.06963986903429031, + 0.2839282155036926, + 0.10001122951507568, + 0.048637039959430695, + 0.10425163805484772, + 0.0832812488079071, + 0.10299097746610641, + 0.051952313631772995, + 0.08438912779092789 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.0076287128031253815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203091889619827 + ], + "opposite_logprob_tokens": [ + -2.8120310306549072 + ], + "logprob_reward": -0.06203091889619827, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203091889619827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06406976282596588, + 0.03438716009259224, + 0.15810346603393555, + 0.05308827757835388, + 0.0830368772149086, + 0.14428633451461792, + 0.14545214176177979, + 0.12340288609266281, + 0.06790288537740707, + 0.12627021968364716 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.06203091889619827 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid close-up zooms forward, focusing on a landscape scroll on yellowed, ancient rice paper, slowly unfolding across a rustic wooden table. The paper reveals age-worn wrinkles and subtle fiber textures. The painting is a classic example of freehand Chinese ink painting, employing only varying shades of ink, wet and dry, to depict towering peaks, swirling clouds curling around the mountainside, and a few majestic, ancient pines standing proudly atop the cliffs. As the camera rapidly zooms toward a central peak, the two-dimensional image begins to strangely distort and expand. The fibrous texture of the paper melts away, and the ink lines miraculously rise, capturing the rough texture and majestic volume of real rock. Flatly applied mist transforms into a tangible, thick sea of clouds swirling across the valley. At this moment, the perspective seamlessly switches to an extremely smooth high-speed drone flight, leading us suddenly through the three-dimensional canyon just generated by the scroll. We can clearly see the sunlight penetrating the flowing clouds, casting ever-changing spots of light on the indigo-colored mountains. We can almost hear the whistling of the wind, and under our feet is a clear river that has transformed from an inky stream, shimmering with rippling waves. The whole world, while retaining the elegant and tranquil tones of ink painting, is endowed with the breath of life, majestic momentum and shocking realism, creating a visual spectacle that transcends two-dimensional art into a three-dimensional world, solemn, ethereal and full of oriental poetry.", + "seed": 7593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_3/index_2416_seed_7593_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.011169754806905985, + "vlm_logprob": -0.011169754806905985, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.011169754806905985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018903225660324097 + ], + "opposite_logprob_tokens": [ + -4.0189032554626465 + ], + "logprob_reward": -0.018903225660324097, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018903225660324097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15788109600543976, + 0.08228287845849991, + 0.42859703302383423, + 0.1415483057498932, + 0.019505029544234276, + 0.058353129774332047, + 0.037892457097768784, + 0.015616290271282196, + 0.029075339436531067, + 0.029248399659991264 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.018903225660324097 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642541520297527 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642541520297527, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642541520297527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19540271162986755, + 0.038585543632507324, + 0.12259245663881302, + 0.43733686208724976, + 0.03649648278951645, + 0.07852347940206528, + 0.023716919124126434, + 0.0186967384070158, + 0.01947437971830368, + 0.029174471274018288 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.004642541520297527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639005314558744 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007639005314558744, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639005314558744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17644262313842773, + 0.183322936296463, + 0.18458151817321777, + 0.14005392789840698, + 0.09428097307682037, + 0.10474843531847, + 0.02204463630914688, + 0.01571202091872692, + 0.03868092596530914, + 0.040132008492946625 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.007639005314558744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093838855624199 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.004093838855624199, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093838855624199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2007894515991211, + 0.10420315712690353, + 0.21859988570213318, + 0.0722976103425026, + 0.02285483293235302, + 0.1397646814584732, + 0.06053931266069412, + 0.0435449555516243, + 0.05931227281689644, + 0.07809384167194366 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.004093838855624199 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570162683725357 + ], + "opposite_logprob_tokens": [ + -3.8955702781677246 + ], + "logprob_reward": -0.020570162683725357, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570162683725357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13155989348888397, + 0.09734892845153809, + 0.09739621728658676, + 0.17013700306415558, + 0.02526072971522808, + 0.06940598785877228, + 0.05971040949225426, + 0.05288670212030411, + 0.1549733579158783, + 0.14132073521614075 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.020570162683725357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapid close-up zooms forward, focusing on a landscape scroll on yellowed, ancient rice paper, slowly unfolding across a rustic wooden table. The paper reveals age-worn wrinkles and subtle fiber textures. The painting is a classic example of freehand Chinese ink painting, employing only varying shades of ink, wet and dry, to depict towering peaks, swirling clouds curling around the mountainside, and a few majestic, ancient pines standing proudly atop the cliffs. As the camera rapidly zooms toward a central peak, the two-dimensional image begins to strangely distort and expand. The fibrous texture of the paper melts away, and the ink lines miraculously rise, capturing the rough texture and majestic volume of real rock. Flatly applied mist transforms into a tangible, thick sea of clouds swirling across the valley. At this moment, the perspective seamlessly switches to an extremely smooth high-speed drone flight, leading us suddenly through the three-dimensional canyon just generated by the scroll. We can clearly see the sunlight penetrating the flowing clouds, casting ever-changing spots of light on the indigo-colored mountains. We can almost hear the whistling of the wind, and under our feet is a clear river that has transformed from an inky stream, shimmering with rippling waves. The whole world, while retaining the elegant and tranquil tones of ink painting, is endowed with the breath of life, majestic momentum and shocking realism, creating a visual spectacle that transcends two-dimensional art into a three-dimensional world, solemn, ethereal and full of oriental poetry.", + "seed": 7594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_3/index_2416_seed_7594_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09332070173695683, + "vlm_logprob": -0.09332070173695683, + "vlm_yes_no_margin": 3.599999988079071, + "vlm_token_credit": -0.09332070173695683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018824847415089607 + ], + "opposite_logprob_tokens": [ + -4.018825054168701 + ], + "logprob_reward": -0.018824847415089607, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018824847415089607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10252830386161804, + 0.33352380990982056, + 0.14026407897472382, + 0.03839384764432907, + 0.06290991604328156, + 0.04146169498562813, + 0.0648370012640953, + 0.05929462984204292, + 0.020488347858190536, + 0.13629835844039917 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.018824847415089607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871210217475891 + ], + "opposite_logprob_tokens": [ + -1.1371209621429443 + ], + "logprob_reward": -0.3871210217475891, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3871210217475891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09587249904870987, + 0.435426265001297, + 0.06634101271629333, + 0.0718684196472168, + 0.05907010659575462, + 0.03127679228782654, + 0.06430219113826752, + 0.07175292819738388, + 0.030609188601374626, + 0.07348059117794037 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.3871210217475891 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005270159337669611 + ], + "opposite_logprob_tokens": [ + -5.255270004272461 + ], + "logprob_reward": -0.005270159337669611, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005270159337669611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06702587008476257, + 0.14879412949085236, + 0.029277116060256958, + 0.030722588300704956, + 0.350123792886734, + 0.04421021789312363, + 0.05438070371747017, + 0.09601960331201553, + 0.04132946953177452, + 0.13811643421649933 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.005270159337669611 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739741191267967 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739741191267967, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739741191267967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0863247662782669, + 0.2766963243484497, + 0.06600083410739899, + 0.04852207377552986, + 0.05848253145813942, + 0.04682210460305214, + 0.08211126923561096, + 0.10367972403764725, + 0.05989214777946472, + 0.17146822810173035 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.006739741191267967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up view of a landscape scroll on yellowed, ancient rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene show the paper unfolding on a rustic wooden table with visible age-worn wrinkles and fiber textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the 2D painting depict towering peaks, swirling clouds, and ancient pines using only varying shades of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition to a 3D perspective where the paper texture melts away and ink lines rise to form real rock and thick clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show a high-speed drone flight through a 3D canyon with indigo mountains, sunlight spots, and a clear river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864773899316788 + ], + "opposite_logprob_tokens": [ + -3.04864764213562 + ], + "logprob_reward": -0.04864773899316788, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864773899316788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04750179871916771, + 0.11937128007411957, + 0.05876675620675087, + 0.03218458965420723, + 0.08879946172237396, + 0.031827885657548904, + 0.11095743626356125, + 0.06746173650026321, + 0.08661450445652008, + 0.356514573097229 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.04864773899316788 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_4/index_tensor([5335, 5335])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_4/index_tensor([5335, 5335])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..642507c8882bfe8f078957c8e32663d20f1ea71c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_4/index_tensor([5335, 5335])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot captured from a slightly overhead angle focuses on an aged hand, etched with age and wrinkles. This hand belongs to a white-haired, elderly Chinese medicine practitioner. Its skin is dry and loose, its knuckles thickened by years of hard work, and a few faint age spots adorn its surface. Yet, its grip remains remarkably steady and powerful. The pads of its index finger and thumb delicately grasp a slender silver needle, its tip gleaming with a sharp, cool metallic sheen in the soft indoor light. With a gentle push of the wrist, the needle, precisely and gently, penetrates the taut, elastic skin beneath. The moment the needle tip sinks, the skin surface only slightly indents, creating a barely perceptible vortex. The process is seamless. Natural light filtering in from a side window clearly highlights every ridge of the hand and the smooth texture of the needle. The background fades into a warm, hazy brown hue, hinting at the rustic atmosphere of the clinic. The entire picture is calm in tone and full of a high sense of reality like documentary photography, conveying an atmosphere of extreme concentration, tranquility and professionalism, as if time has frozen at this moment, just to witness the exquisite craftsmanship that has been passed down for thousands of years.", + "seed": 23435, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_4/index_5335_seed_23435_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.27297338116914033, + "vlm_logprob": -0.27297338116914033, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.27297338116914033, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0627693235874176 + ], + "opposite_logprob_tokens": [ + -2.8127694129943848 + ], + "logprob_reward": -0.0627693235874176, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0627693235874176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13342611491680145, + 0.5752480626106262, + 0.025125226005911827, + 0.024339709430933, + 0.06122100353240967, + 0.01204302255064249, + 0.015144743956625462, + 0.05656760185956955, + 0.08171241730451584, + 0.015172072686254978 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0627693235874176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262029886245728 + ], + "opposite_logprob_tokens": [ + -0.5762029886245728 + ], + "logprob_reward": -0.8262029886245728, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262029886245728, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10285311937332153, + 0.7297079563140869, + 0.013823996298015118, + 0.012550151906907558, + 0.07814012467861176, + 0.013662922196090221, + 0.014448015950620174, + 0.006940093822777271, + 0.0077485996298491955, + 0.02012510411441326 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.8262029886245728 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38710805773735046 + ], + "opposite_logprob_tokens": [ + -1.1371080875396729 + ], + "logprob_reward": -0.38710805773735046, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38710805773735046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09029234200716019, + 0.434688925743103, + 0.018404075875878334, + 0.026390928775072098, + 0.26654574275016785, + 0.018688011914491653, + 0.027970796450972557, + 0.019443649798631668, + 0.04444548487663269, + 0.053130075335502625 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.38710805773735046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795219637453556 + ], + "opposite_logprob_tokens": [ + -4.634795188903809 + ], + "logprob_reward": -0.009795219637453556, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795219637453556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08210045099258423, + 0.4963702857494354, + 0.06544864922761917, + 0.014892565086483955, + 0.14171014726161957, + 0.025819379836320877, + 0.036383338272571564, + 0.02786608785390854, + 0.08564446866512299, + 0.02376454509794712 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.009795219637453556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899131625890732 + ], + "opposite_logprob_tokens": [ + -2.578991413116455 + ], + "logprob_reward": -0.07899131625890732, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899131625890732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20983773469924927, + 0.41211020946502686, + 0.09022700041532516, + 0.032793279737234116, + 0.0385187491774559, + 0.04731856659054756, + 0.054214127361774445, + 0.030145879834890366, + 0.03033675067126751, + 0.05449766293168068 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07899131625890732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot captured from a slightly overhead angle focuses on an aged hand, etched with age and wrinkles. This hand belongs to a white-haired, elderly Chinese medicine practitioner. Its skin is dry and loose, its knuckles thickened by years of hard work, and a few faint age spots adorn its surface. Yet, its grip remains remarkably steady and powerful. The pads of its index finger and thumb delicately grasp a slender silver needle, its tip gleaming with a sharp, cool metallic sheen in the soft indoor light. With a gentle push of the wrist, the needle, precisely and gently, penetrates the taut, elastic skin beneath. The moment the needle tip sinks, the skin surface only slightly indents, creating a barely perceptible vortex. The process is seamless. Natural light filtering in from a side window clearly highlights every ridge of the hand and the smooth texture of the needle. The background fades into a warm, hazy brown hue, hinting at the rustic atmosphere of the clinic. The entire picture is calm in tone and full of a high sense of reality like documentary photography, conveying an atmosphere of extreme concentration, tranquility and professionalism, as if time has frozen at this moment, just to witness the exquisite craftsmanship that has been passed down for thousands of years.", + "seed": 23436, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_4/index_5335_seed_23436_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13418015982024373, + "vlm_logprob": -0.13418015982024373, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.13418015982024373, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06321380287408829 + ], + "opposite_logprob_tokens": [ + -2.81321382522583 + ], + "logprob_reward": -0.06321380287408829, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06321380287408829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20709583163261414, + 0.30052635073661804, + 0.08144703507423401, + 0.04117593169212341, + 0.0688207596540451, + 0.06284031271934509, + 0.04657718539237976, + 0.07181098312139511, + 0.055329907685518265, + 0.06437566876411438 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.06321380287408829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20167498290538788 + ], + "opposite_logprob_tokens": [ + -1.7016749382019043 + ], + "logprob_reward": -0.20167498290538788, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20167498290538788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10866446793079376, + 0.2943393886089325, + 0.026064462959766388, + 0.04867871105670929, + 0.0702841579914093, + 0.029883481562137604, + 0.0333666130900383, + 0.1477075070142746, + 0.13792122900485992, + 0.10308994352817535 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.20167498290538788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871189057826996 + ], + "opposite_logprob_tokens": [ + -1.137118935585022 + ], + "logprob_reward": -0.3871189057826996, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871189057826996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13505396246910095, + 0.19440583884716034, + 0.047669388353824615, + 0.08099578320980072, + 0.2263202965259552, + 0.027427729219198227, + 0.054258931428194046, + 0.11394508928060532, + 0.039331331849098206, + 0.08059169352054596 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.3871189057826996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076110303401947 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016076110303401947, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076110303401947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15540190041065216, + 0.25064733624458313, + 0.02829918824136257, + 0.03213433548808098, + 0.05760305002331734, + 0.037616800516843796, + 0.038579344749450684, + 0.062466733157634735, + 0.24406075477600098, + 0.09319057315587997 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.016076110303401947 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028169972356408834 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028169972356408834, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028169972356408834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2521746754646301, + 0.09156111627817154, + 0.06807129085063934, + 0.07767940312623978, + 0.04241639003157616, + 0.04132334887981415, + 0.03116150014102459, + 0.09600938111543655, + 0.16901074349880219, + 0.13059216737747192 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0028169972356408834 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot captured from a slightly overhead angle focuses on an aged hand, etched with age and wrinkles. This hand belongs to a white-haired, elderly Chinese medicine practitioner. Its skin is dry and loose, its knuckles thickened by years of hard work, and a few faint age spots adorn its surface. Yet, its grip remains remarkably steady and powerful. The pads of its index finger and thumb delicately grasp a slender silver needle, its tip gleaming with a sharp, cool metallic sheen in the soft indoor light. With a gentle push of the wrist, the needle, precisely and gently, penetrates the taut, elastic skin beneath. The moment the needle tip sinks, the skin surface only slightly indents, creating a barely perceptible vortex. The process is seamless. Natural light filtering in from a side window clearly highlights every ridge of the hand and the smooth texture of the needle. The background fades into a warm, hazy brown hue, hinting at the rustic atmosphere of the clinic. The entire picture is calm in tone and full of a high sense of reality like documentary photography, conveying an atmosphere of extreme concentration, tranquility and professionalism, as if time has frozen at this moment, just to witness the exquisite craftsmanship that has been passed down for thousands of years.", + "seed": 23437, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_4/index_5335_seed_23437_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17985122902318834, + "vlm_logprob": -0.17985122902318834, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.17985122902318834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10219548642635345 + ], + "opposite_logprob_tokens": [ + -2.3521955013275146 + ], + "logprob_reward": -0.10219548642635345, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10219548642635345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3127115070819855, + 0.231832817196846, + 0.060653891414403915, + 0.06399300694465637, + 0.02585548534989357, + 0.037838492542505264, + 0.03734442591667175, + 0.05496470257639885, + 0.034940823912620544, + 0.13986483216285706 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.10219548642635345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34881672263145447 + ], + "opposite_logprob_tokens": [ + -1.2238167524337769 + ], + "logprob_reward": -0.34881672263145447, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34881672263145447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20583106577396393, + 0.06590114533901215, + 0.04278598353266716, + 0.08397656679153442, + 0.019504014402627945, + 0.041548386216163635, + 0.05748840048909187, + 0.05211929604411125, + 0.1216563880443573, + 0.3091888129711151 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.34881672263145447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289553165435791 + ], + "opposite_logprob_tokens": [ + -1.053955316543579 + ], + "logprob_reward": -0.4289553165435791, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289553165435791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1580369621515274, + 0.0724678635597229, + 0.061641450971364975, + 0.16231252253055573, + 0.04315178468823433, + 0.048516880720853806, + 0.09574171155691147, + 0.08338373154401779, + 0.07675837725400925, + 0.19798864424228668 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.4289553165435791 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551246210932732 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551246210932732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551246210932732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1665235012769699, + 0.10555753111839294, + 0.06126880645751953, + 0.12862536311149597, + 0.055630162358284, + 0.04884756729006767, + 0.12861080467700958, + 0.10241886973381042, + 0.08457202464342117, + 0.11794538050889969 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.012551246210932732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737373303622007 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737373303622007, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737373303622007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2585914134979248, + 0.11448846012353897, + 0.10641807317733765, + 0.10767431557178497, + 0.10666362941265106, + 0.055728454142808914, + 0.04081359878182411, + 0.042455948889255524, + 0.05687696114182472, + 0.11028914898633957 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.006737373303622007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot captured from a slightly overhead angle focuses on an aged hand, etched with age and wrinkles. This hand belongs to a white-haired, elderly Chinese medicine practitioner. Its skin is dry and loose, its knuckles thickened by years of hard work, and a few faint age spots adorn its surface. Yet, its grip remains remarkably steady and powerful. The pads of its index finger and thumb delicately grasp a slender silver needle, its tip gleaming with a sharp, cool metallic sheen in the soft indoor light. With a gentle push of the wrist, the needle, precisely and gently, penetrates the taut, elastic skin beneath. The moment the needle tip sinks, the skin surface only slightly indents, creating a barely perceptible vortex. The process is seamless. Natural light filtering in from a side window clearly highlights every ridge of the hand and the smooth texture of the needle. The background fades into a warm, hazy brown hue, hinting at the rustic atmosphere of the clinic. The entire picture is calm in tone and full of a high sense of reality like documentary photography, conveying an atmosphere of extreme concentration, tranquility and professionalism, as if time has frozen at this moment, just to witness the exquisite craftsmanship that has been passed down for thousands of years.", + "seed": 23438, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_4/index_5335_seed_23438_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09167900420725346, + "vlm_logprob": -0.09167900420725346, + "vlm_yes_no_margin": 3.0999999761581423, + "vlm_token_credit": -0.09167900420725346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013267682865262032 + ], + "opposite_logprob_tokens": [ + -4.388267517089844 + ], + "logprob_reward": -0.013267682865262032, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013267682865262032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15579688549041748, + 0.05344327539205551, + 0.08535873144865036, + 0.23507952690124512, + 0.027861937880516052, + 0.08133388310670853, + 0.02396431751549244, + 0.19358569383621216, + 0.06074631214141846, + 0.08282949030399323 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.013267682865262032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127128466963768 + ], + "opposite_logprob_tokens": [ + -2.1271283626556396 + ], + "logprob_reward": -0.127128466963768, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.127128466963768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14120624959468842, + 0.053456827998161316, + 0.12915346026420593, + 0.11329207569360733, + 0.026462333276867867, + 0.03984995558857918, + 0.03277599811553955, + 0.336058646440506, + 0.06817450374364853, + 0.05956990644335747 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.127128466963768 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813534736633301 + ], + "opposite_logprob_tokens": [ + -1.40635347366333 + ], + "logprob_reward": -0.2813534736633301, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813534736633301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13574476540088654, + 0.04898814857006073, + 0.04415488243103027, + 0.12377777695655823, + 0.053267449140548706, + 0.1277286410331726, + 0.03260502591729164, + 0.13577158749103546, + 0.18226782977581024, + 0.11569395661354065 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.2813534736633301 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581956952810287 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.020581956952810287, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581956952810287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14984910190105438, + 0.05224265158176422, + 0.052667297422885895, + 0.04566375911235809, + 0.14977669715881348, + 0.08790326863527298, + 0.031240226700901985, + 0.23309209942817688, + 0.05497690662741661, + 0.14258785545825958 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.020581956952810287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an aged hand with visible wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand holding a slender silver needle that gleams with a metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the needle penetrate the skin with a gentle push, creating only a slight indentation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera angle slightly overhead and static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm, hazy brown hue suggesting a rustic clinic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063440591096878 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063440591096878, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063440591096878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17943169176578522, + 0.038206201046705246, + 0.04431191459298134, + 0.09844446182250977, + 0.24924929440021515, + 0.09866686165332794, + 0.07741139829158783, + 0.1630975306034088, + 0.023625776171684265, + 0.02755487896502018 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.016063440591096878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_7/index_tensor([8843, 8843])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_7/index_tensor([8843, 8843])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d7b772982222c41e91f75d7c67e1267bbd1f00f9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_7/index_tensor([8843, 8843])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a muscular surfer in a sleek black neoprene wetsuit as he effortlessly carves an arc down the steep, crystalline face of a wave from a low, stable crouch. His bright yellow high-performance shortboard stands out against the turquoise water, while his short, sea-soaked blond hair clings to his scalp, his face a look of intense concentration. His body exudes a commanding power, smoothly adjusting his weight to the subtle shifts of the wave's contours, maintaining perfect balance. He extends his right hand, his fingertips gently tracing the surging wall of water, sending a silvery spray splattering behind him. As the crest of the massive wave curls forward, forming a perfect, empty tube around him, he is instantly engulfed in this aquamarine cathedral of water. The golden afternoon sun filters through the translucent wall, illuminating countless swirling droplets. Just as the wave tube was about to close, he expertly steered his surfboard through the splashing waves, leaped up from a squat position, stood up triumphantly on the board, raised his arms high to the sky, his face filled with pure joy and a sense of conquest, and finally rode the gradually weakening surge and slid smoothly towards the sun-drenched beach.", + "seed": 24263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_7/index_8843_seed_24263_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.431630127876997, + "vlm_logprob": -0.431630127876997, + "vlm_yes_no_margin": 1.7749999523162843, + "vlm_token_credit": -0.431630127876997, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11846743524074554 + ], + "opposite_logprob_tokens": [ + -2.243467330932617 + ], + "logprob_reward": -0.11846743524074554, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11846743524074554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03253960981965065, + 0.017944060266017914, + 0.012012220919132233, + 0.045204684138298035, + 0.02504502423107624, + 0.01745731011033058, + 0.012700473889708519, + 0.02016955241560936, + 0.7551826238632202, + 0.061744410544633865 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.11846743524074554 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005679368972778 + ], + "opposite_logprob_tokens": [ + -0.22556790709495544 + ], + "logprob_reward": -1.6005679368972778, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005679368972778, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03900036960840225, + 0.037064336240291595, + 0.042964428663253784, + 0.03510678932070732, + 0.02202560007572174, + 0.024181853979825974, + 0.02898639254271984, + 0.04379986226558685, + 0.692943811416626, + 0.03392654284834862 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -1.6005679368972778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018215399235486984 + ], + "opposite_logprob_tokens": [ + -4.018215179443359 + ], + "logprob_reward": -0.018215399235486984, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018215399235486984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023687060922384262, + 0.03183616325259209, + 0.014279516413807869, + 0.013590573333203793, + 0.03492700681090355, + 0.009830307215452194, + 0.019092168658971786, + 0.020755160599946976, + 0.8069396615028381, + 0.02506241761147976 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.018215399235486984 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033737748861312866 + ], + "opposite_logprob_tokens": [ + -3.4087376594543457 + ], + "logprob_reward": -0.033737748861312866, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033737748861312866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024701064452528954, + 0.03649485856294632, + 0.029714418575167656, + 0.02048669382929802, + 0.023857973515987396, + 0.024488219991326332, + 0.015925712883472443, + 0.030494047328829765, + 0.7409415245056152, + 0.05289553850889206 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.033737748861312866 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38716211915016174 + ], + "opposite_logprob_tokens": [ + -1.1371620893478394 + ], + "logprob_reward": -0.38716211915016174, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38716211915016174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11284245550632477, + 0.030763693153858185, + 0.046407852321863174, + 0.03129222244024277, + 0.04949149861931801, + 0.050268758088350296, + 0.07966627925634384, + 0.10119963437318802, + 0.35970404744148254, + 0.1383635550737381 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.38716211915016174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a muscular surfer in a sleek black neoprene wetsuit as he effortlessly carves an arc down the steep, crystalline face of a wave from a low, stable crouch. His bright yellow high-performance shortboard stands out against the turquoise water, while his short, sea-soaked blond hair clings to his scalp, his face a look of intense concentration. His body exudes a commanding power, smoothly adjusting his weight to the subtle shifts of the wave's contours, maintaining perfect balance. He extends his right hand, his fingertips gently tracing the surging wall of water, sending a silvery spray splattering behind him. As the crest of the massive wave curls forward, forming a perfect, empty tube around him, he is instantly engulfed in this aquamarine cathedral of water. The golden afternoon sun filters through the translucent wall, illuminating countless swirling droplets. Just as the wave tube was about to close, he expertly steered his surfboard through the splashing waves, leaped up from a squat position, stood up triumphantly on the board, raised his arms high to the sky, his face filled with pure joy and a sense of conquest, and finally rode the gradually weakening surge and slid smoothly towards the sun-drenched beach.", + "seed": 24264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_7/index_8843_seed_24264_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5197034377604723, + "vlm_logprob": -0.5197034377604723, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.5197034377604723, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12103475630283356 + ], + "opposite_logprob_tokens": [ + -2.246034860610962 + ], + "logprob_reward": -0.12103475630283356, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12103475630283356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3394389748573303, + 0.05121147260069847, + 0.11883311718702316, + 0.03187341243028641, + 0.06708599627017975, + 0.11754805594682693, + 0.061346810311079025, + 0.08433044701814651, + 0.0521322637796402, + 0.07619940489530563 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.12103475630283356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048927783966064 + ], + "opposite_logprob_tokens": [ + -0.17989274859428406 + ], + "logprob_reward": -1.8048927783966064, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048927783966064, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24716642498970032, + 0.08830688893795013, + 0.12135134637355804, + 0.04438198357820511, + 0.07746842503547668, + 0.0781555250287056, + 0.09492139518260956, + 0.08228731155395508, + 0.08493828028440475, + 0.08102236688137054 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -1.8048927783966064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009811509400606155 + ], + "opposite_logprob_tokens": [ + -4.6348114013671875 + ], + "logprob_reward": -0.009811509400606155, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009811509400606155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6165037155151367, + 0.07922042161226273, + 0.04961101710796356, + 0.036041077226400375, + 0.02233862690627575, + 0.026554707437753677, + 0.047192975878715515, + 0.053783029317855835, + 0.02008286863565445, + 0.048671554774045944 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.009811509400606155 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029847150668501854 + ], + "opposite_logprob_tokens": [ + -3.5298471450805664 + ], + "logprob_reward": -0.029847150668501854, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029847150668501854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45304375886917114, + 0.12220960855484009, + 0.06558949500322342, + 0.03939592465758324, + 0.0413619764149189, + 0.04909512773156166, + 0.062114275991916656, + 0.06675975769758224, + 0.04084305465221405, + 0.0595870316028595 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.029847150668501854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329309940338135 + ], + "opposite_logprob_tokens": [ + -0.7579309940338135 + ], + "logprob_reward": -0.6329309940338135, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329309940338135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2502867877483368, + 0.06593512743711472, + 0.06034419685602188, + 0.024222666397690773, + 0.07233406603336334, + 0.04284199699759483, + 0.05578215792775154, + 0.10842753946781158, + 0.11740722507238388, + 0.20241820812225342 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.6329309940338135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a muscular surfer in a sleek black neoprene wetsuit as he effortlessly carves an arc down the steep, crystalline face of a wave from a low, stable crouch. His bright yellow high-performance shortboard stands out against the turquoise water, while his short, sea-soaked blond hair clings to his scalp, his face a look of intense concentration. His body exudes a commanding power, smoothly adjusting his weight to the subtle shifts of the wave's contours, maintaining perfect balance. He extends his right hand, his fingertips gently tracing the surging wall of water, sending a silvery spray splattering behind him. As the crest of the massive wave curls forward, forming a perfect, empty tube around him, he is instantly engulfed in this aquamarine cathedral of water. The golden afternoon sun filters through the translucent wall, illuminating countless swirling droplets. Just as the wave tube was about to close, he expertly steered his surfboard through the splashing waves, leaped up from a squat position, stood up triumphantly on the board, raised his arms high to the sky, his face filled with pure joy and a sense of conquest, and finally rode the gradually weakening surge and slid smoothly towards the sun-drenched beach.", + "seed": 24265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_7/index_8843_seed_24265_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.33891707584261893, + "vlm_logprob": -0.33891707584261893, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.33891707584261893, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07453808933496475 + ], + "opposite_logprob_tokens": [ + -2.699537992477417 + ], + "logprob_reward": -0.07453808933496475, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07453808933496475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17908664047718048, + 0.06173491105437279, + 0.03172403946518898, + 0.07204689085483551, + 0.05712398141622543, + 0.07143960148096085, + 0.036163780838251114, + 0.11775205284357071, + 0.2539334297180176, + 0.11899462342262268 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.07453808933496475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5021027326583862 + ], + "opposite_logprob_tokens": [ + -0.2521027624607086 + ], + "logprob_reward": -1.5021027326583862, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5021027326583862, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3886869251728058, + 0.04970017820596695, + 0.044451285153627396, + 0.04666754975914955, + 0.031180081889033318, + 0.1699203997850418, + 0.060939721763134, + 0.04244520515203476, + 0.06634972244501114, + 0.09965907037258148 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -1.5021027326583862 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795691817998886 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795691817998886, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795691817998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.505854606628418, + 0.06075684353709221, + 0.034638356417417526, + 0.06042442098259926, + 0.0553467720746994, + 0.0725765973329544, + 0.030104506760835648, + 0.039800990372896194, + 0.07222296297550201, + 0.06827393919229507 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.009795691817998886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813149780035019 + ], + "opposite_logprob_tokens": [ + -3.2881314754486084 + ], + "logprob_reward": -0.03813149780035019, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813149780035019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10297535359859467, + 0.03451213240623474, + 0.040802791714668274, + 0.02692011371254921, + 0.04392281547188759, + 0.1487300843000412, + 0.07655642181634903, + 0.04814485087990761, + 0.2847040593624115, + 0.1927313655614853 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.03813149780035019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001736760139465 + ], + "opposite_logprob_tokens": [ + -2.6950173377990723 + ], + "logprob_reward": -0.07001736760139465, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001736760139465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4258189797401428, + 0.024988459423184395, + 0.023428484797477722, + 0.014865392819046974, + 0.030616331845521927, + 0.04578753188252449, + 0.047150883823633194, + 0.08331803977489471, + 0.05972966179251671, + 0.24429626762866974 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.07001736760139465 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a muscular surfer in a sleek black neoprene wetsuit as he effortlessly carves an arc down the steep, crystalline face of a wave from a low, stable crouch. His bright yellow high-performance shortboard stands out against the turquoise water, while his short, sea-soaked blond hair clings to his scalp, his face a look of intense concentration. His body exudes a commanding power, smoothly adjusting his weight to the subtle shifts of the wave's contours, maintaining perfect balance. He extends his right hand, his fingertips gently tracing the surging wall of water, sending a silvery spray splattering behind him. As the crest of the massive wave curls forward, forming a perfect, empty tube around him, he is instantly engulfed in this aquamarine cathedral of water. The golden afternoon sun filters through the translucent wall, illuminating countless swirling droplets. Just as the wave tube was about to close, he expertly steered his surfboard through the splashing waves, leaped up from a squat position, stood up triumphantly on the board, raised his arms high to the sky, his face filled with pure joy and a sense of conquest, and finally rode the gradually weakening surge and slid smoothly towards the sun-drenched beach.", + "seed": 24266, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000068/group_7/index_8843_seed_24266_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3191185127943754, + "vlm_logprob": -0.3191185127943754, + "vlm_yes_no_margin": 2.199999988079071, + "vlm_token_credit": -0.3191185127943754, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22872117161750793 + ], + "opposite_logprob_tokens": [ + -1.6037211418151855 + ], + "logprob_reward": -0.22872117161750793, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22872117161750793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15810932219028473, + 0.10282397270202637, + 0.0633726567029953, + 0.0854170173406601, + 0.12186349183320999, + 0.07696256041526794, + 0.14093486964702606, + 0.028653264045715332, + 0.05099007114768028, + 0.1708727777004242 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.22872117161750793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236368656158447 + ], + "opposite_logprob_tokens": [ + -0.34863680601119995 + ], + "logprob_reward": -1.2236368656158447, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2236368656158447, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10167896747589111, + 0.20069482922554016, + 0.12152107805013657, + 0.06599336117506027, + 0.08954770863056183, + 0.06697912514209747, + 0.12512485682964325, + 0.037748537957668304, + 0.06587190926074982, + 0.1248396560549736 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -1.2236368656158447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088545322418213 + ], + "opposite_logprob_tokens": [ + -4.141088485717773 + ], + "logprob_reward": -0.016088545322418213, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088545322418213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1274283081293106, + 0.13277414441108704, + 0.12959952652454376, + 0.09820602089166641, + 0.05907636508345604, + 0.10036758333444595, + 0.13865502178668976, + 0.06939352303743362, + 0.059631042182445526, + 0.0848684161901474 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.016088545322418213 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421363465487957 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.01421363465487957, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421363465487957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11228200793266296, + 0.04952467232942581, + 0.09195385873317719, + 0.06837938725948334, + 0.07699591666460037, + 0.07791851460933685, + 0.11884184181690216, + 0.089764304459095, + 0.1848864108324051, + 0.12945303320884705 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.01421363465487957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular surfer wearing a sleek black neoprene wetsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surfer riding a bright yellow high-performance shortboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a steep, crystalline wave face with turquoise and aquamarine water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the surfer extending his right hand to trace the water before being engulfed in a wave tube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the surfer standing up triumphantly, raising his arms, and sliding towards a sun-drenched beach?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293234676122665 + ], + "opposite_logprob_tokens": [ + -2.2379324436187744 + ], + "logprob_reward": -0.11293234676122665, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293234676122665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056050967425107956, + 0.0379582978785038, + 0.03244703635573387, + 0.04561935365200043, + 0.06794073432683945, + 0.059795480221509933, + 0.17259514331817627, + 0.047367557883262634, + 0.07241632044315338, + 0.4078090786933899 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.11293234676122665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_0/index_tensor([6838, 6838])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_0/index_tensor([6838, 6838])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9f6f4f3f1297987e0ff338b991cef281a1e08377 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_0/index_tensor([6838, 6838])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, slowly tilting upward shot begins, gradually revealing a dense jungle vine cascading down a steep, damp rock face. The ancient stone, dark gray, damp, and smooth, is almost entirely covered in a vibrant, velvety green moss that clings to its rough surface. The vine itself is a complex, tangled web of gnarled, woody vines and softer, leafy climbers, their dark green and earthy brown forms intertwined, hanging heavily from an unseen point above. Water perpetually seeps from the rock, flowing in sparkling streams along the moss and vines. As warm, filtered sunlight penetrates the dense jungle canopy, it illuminates the scene, causing countless crystal droplets clinging to every leaf and tendril to shimmer like tiny suspended diamonds. The deliberate upward movement of the camera enhances the scale and majesty of the natural formations, creating a serene and magical atmosphere of pristine, untouched beauty.", + "seed": 31328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_0/index_6838_seed_31328_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0865582536207512, + "vlm_logprob": -0.0865582536207512, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.0865582536207512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22748060524463654 + ], + "opposite_logprob_tokens": [ + -1.6024806499481201 + ], + "logprob_reward": -0.22748060524463654, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22748060524463654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1673639565706253, + 0.17960551381111145, + 0.09169930964708328, + 0.08292784541845322, + 0.07848857343196869, + 0.10393597930669785, + 0.08742740005254745, + 0.03403991833329201, + 0.0944959744811058, + 0.08001552522182465 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.22748060524463654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905385434627533 + ], + "opposite_logprob_tokens": [ + -2.4640538692474365 + ], + "logprob_reward": -0.08905385434627533, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905385434627533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13710542023181915, + 0.16710278391838074, + 0.04781921207904816, + 0.032047055661678314, + 0.16652348637580872, + 0.08021297305822372, + 0.20225739479064941, + 0.025139015167951584, + 0.10280206054449081, + 0.038990579545497894 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.08905385434627533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017174031818285584 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017174031818285584, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017174031818285584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18740732967853546, + 0.27001380920410156, + 0.11628040671348572, + 0.033878669142723083, + 0.07141578197479248, + 0.0834447517991066, + 0.07698679715394974, + 0.038961805403232574, + 0.05711623653769493, + 0.06449443846940994 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0017174031818285584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034504532814026 + ], + "opposite_logprob_tokens": [ + -2.3503451347351074 + ], + "logprob_reward": -0.10034504532814026, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034504532814026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09449416399002075, + 0.3463101089000702, + 0.1416931003332138, + 0.07612711191177368, + 0.04955632984638214, + 0.0958629846572876, + 0.03338446468114853, + 0.07152636349201202, + 0.039541080594062805, + 0.05150434747338295 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.10034504532814026 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194360002875328 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194360002875328, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194360002875328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11406705528497696, + 0.13633739948272705, + 0.05455499514937401, + 0.0502936951816082, + 0.10839109867811203, + 0.14037200808525085, + 0.0826670303940773, + 0.17574626207351685, + 0.03648709878325462, + 0.10108340531587601 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.014194360002875328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, slowly tilting upward shot begins, gradually revealing a dense jungle vine cascading down a steep, damp rock face. The ancient stone, dark gray, damp, and smooth, is almost entirely covered in a vibrant, velvety green moss that clings to its rough surface. The vine itself is a complex, tangled web of gnarled, woody vines and softer, leafy climbers, their dark green and earthy brown forms intertwined, hanging heavily from an unseen point above. Water perpetually seeps from the rock, flowing in sparkling streams along the moss and vines. As warm, filtered sunlight penetrates the dense jungle canopy, it illuminates the scene, causing countless crystal droplets clinging to every leaf and tendril to shimmer like tiny suspended diamonds. The deliberate upward movement of the camera enhances the scale and majesty of the natural formations, creating a serene and magical atmosphere of pristine, untouched beauty.", + "seed": 31329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_0/index_6838_seed_31329_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07759058689698577, + "vlm_logprob": -0.07759058689698577, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.07759058689698577, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11679528653621674 + ], + "opposite_logprob_tokens": [ + -2.241795301437378 + ], + "logprob_reward": -0.11679528653621674, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11679528653621674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5052400827407837, + 0.04730486869812012, + 0.03567331284284592, + 0.02603943832218647, + 0.034180670976638794, + 0.03973376750946045, + 0.07860005646944046, + 0.10680319368839264, + 0.0752006396651268, + 0.051223963499069214 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.11679528653621674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899032533168793 + ], + "opposite_logprob_tokens": [ + -2.5789902210235596 + ], + "logprob_reward": -0.07899032533168793, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899032533168793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09025654196739197, + 0.04746588319540024, + 0.04803307726979256, + 0.027362674474716187, + 0.21512053906917572, + 0.21239207684993744, + 0.09992963075637817, + 0.10935649275779724, + 0.09305699169635773, + 0.057026103138923645 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.07899032533168793 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011820956133306026 + ], + "opposite_logprob_tokens": [ + -6.7511820793151855 + ], + "logprob_reward": -0.0011820956133306026, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011820956133306026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4753144681453705, + 0.09328892081975937, + 0.031518448144197464, + 0.028550051152706146, + 0.07602878659963608, + 0.043655868619680405, + 0.07796939462423325, + 0.08591557294130325, + 0.04190932214260101, + 0.045849259942770004 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0011820956133306026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799122542142868 + ], + "opposite_logprob_tokens": [ + -1.8049122095108032 + ], + "logprob_reward": -0.1799122542142868, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799122542142868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22250506281852722, + 0.2032550424337387, + 0.08575114607810974, + 0.025752250105142593, + 0.06442712992429733, + 0.08235502988100052, + 0.05543217062950134, + 0.13012458384037018, + 0.05192629620432854, + 0.07847131043672562 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.1799122542142868 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072972789406776 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011072972789406776, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072972789406776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25210651755332947, + 0.1033744215965271, + 0.021241117268800735, + 0.02612130716443062, + 0.04984589293599129, + 0.06705722957849503, + 0.041000403463840485, + 0.11997948586940765, + 0.24411551654338837, + 0.0751580148935318 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.011072972789406776 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, slowly tilting upward shot begins, gradually revealing a dense jungle vine cascading down a steep, damp rock face. The ancient stone, dark gray, damp, and smooth, is almost entirely covered in a vibrant, velvety green moss that clings to its rough surface. The vine itself is a complex, tangled web of gnarled, woody vines and softer, leafy climbers, their dark green and earthy brown forms intertwined, hanging heavily from an unseen point above. Water perpetually seeps from the rock, flowing in sparkling streams along the moss and vines. As warm, filtered sunlight penetrates the dense jungle canopy, it illuminates the scene, causing countless crystal droplets clinging to every leaf and tendril to shimmer like tiny suspended diamonds. The deliberate upward movement of the camera enhances the scale and majesty of the natural formations, creating a serene and magical atmosphere of pristine, untouched beauty.", + "seed": 31330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_0/index_6838_seed_31330_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08060060020070522, + "vlm_logprob": -0.08060060020070522, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.08060060020070522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029144812375307083 + ], + "opposite_logprob_tokens": [ + -3.654144763946533 + ], + "logprob_reward": -0.029144812375307083, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029144812375307083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13398344814777374, + 0.09302502125501633, + 0.06329988688230515, + 0.10926923900842667, + 0.08640851825475693, + 0.05474100634455681, + 0.08449265360832214, + 0.21737982332706451, + 0.11057598143815994, + 0.04682439565658569 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.029144812375307083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798882633447647 + ], + "opposite_logprob_tokens": [ + -1.8048882484436035 + ], + "logprob_reward": -0.1798882633447647, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798882633447647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17819413542747498, + 0.08075226098299026, + 0.06926948577165604, + 0.08795957267284393, + 0.2881533205509186, + 0.0365745909512043, + 0.052651297301054, + 0.07150016725063324, + 0.10088939964771271, + 0.034055814146995544 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.1798882633447647 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015173362335190177 + ], + "opposite_logprob_tokens": [ + -6.501517295837402 + ], + "logprob_reward": -0.0015173362335190177, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015173362335190177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23720316588878632, + 0.1199231967329979, + 0.060149092227220535, + 0.07738549262285233, + 0.18640179932117462, + 0.041706234216690063, + 0.06129935383796692, + 0.07618109881877899, + 0.10663321614265442, + 0.03311731293797493 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0015173362335190177 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991405725479126 + ], + "opposite_logprob_tokens": [ + -1.8049139976501465 + ], + "logprob_reward": -0.17991405725479126, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991405725479126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37818464636802673, + 0.11165915429592133, + 0.10573635250329971, + 0.07729995250701904, + 0.12058280408382416, + 0.03725580498576164, + 0.04858390614390373, + 0.04625437408685684, + 0.03700953349471092, + 0.037433456629514694 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.17991405725479126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538531795144081 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538531795144081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538531795144081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34418851137161255, + 0.09325360506772995, + 0.06257349252700806, + 0.04398779198527336, + 0.08087315410375595, + 0.051422420889139175, + 0.08466782420873642, + 0.06853219866752625, + 0.07595329731702805, + 0.09454768896102905 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012538531795144081 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, slowly tilting upward shot begins, gradually revealing a dense jungle vine cascading down a steep, damp rock face. The ancient stone, dark gray, damp, and smooth, is almost entirely covered in a vibrant, velvety green moss that clings to its rough surface. The vine itself is a complex, tangled web of gnarled, woody vines and softer, leafy climbers, their dark green and earthy brown forms intertwined, hanging heavily from an unseen point above. Water perpetually seeps from the rock, flowing in sparkling streams along the moss and vines. As warm, filtered sunlight penetrates the dense jungle canopy, it illuminates the scene, causing countless crystal droplets clinging to every leaf and tendril to shimmer like tiny suspended diamonds. The deliberate upward movement of the camera enhances the scale and majesty of the natural formations, creating a serene and magical atmosphere of pristine, untouched beauty.", + "seed": 31331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_0/index_6838_seed_31331_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09104267676593736, + "vlm_logprob": -0.09104267676593736, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.09104267676593736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3157161474227905 + ], + "opposite_logprob_tokens": [ + -1.3157161474227905 + ], + "logprob_reward": -0.3157161474227905, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3157161474227905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5472418069839478, + 0.03614632040262222, + 0.02302568405866623, + 0.015444890595972538, + 0.18530279397964478, + 0.03947704657912254, + 0.12302130460739136, + 0.015004446730017662, + 0.008689600974321365, + 0.006646106485277414 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.3157161474227905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890456810593605 + ], + "opposite_logprob_tokens": [ + -2.464045763015747 + ], + "logprob_reward": -0.0890456810593605, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890456810593605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7674388885498047, + 0.03335270285606384, + 0.013544189743697643, + 0.030785270035266876, + 0.0539744533598423, + 0.03942189738154411, + 0.030428806319832802, + 0.01433148980140686, + 0.008829374797642231, + 0.00789282750338316 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0890456810593605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008152975351549685 + ], + "opposite_logprob_tokens": [ + -7.125815391540527 + ], + "logprob_reward": -0.0008152975351549685, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008152975351549685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5052934288978577, + 0.020990494638681412, + 0.01942327432334423, + 0.03326006606221199, + 0.0847787857055664, + 0.03145293891429901, + 0.2798478901386261, + 0.010608329437673092, + 0.0058050393126904964, + 0.008539821952581406 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0008152975351549685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292500525712967 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.023292500525712967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292500525712967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7516478896141052, + 0.01771644316613674, + 0.06987681239843369, + 0.04221424087882042, + 0.03530966863036156, + 0.007007436826825142, + 0.06561122834682465, + 0.00553046865388751, + 0.0020823196973651648, + 0.003003440797328949 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.023292500525712967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and slowly tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a steep rock face visible that is dark gray, damp, and smooth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rock face covered in vibrant, velvety green moss and a complex web of dark green and earthy brown vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sparkling streams of water flowing along the moss and vines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, filtered sunlight causing crystal droplets to shimmer?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343757286667824 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343757286667824, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343757286667824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35835379362106323, + 0.1018870621919632, + 0.04028875380754471, + 0.027674676850438118, + 0.16933080554008484, + 0.015042037703096867, + 0.22447626292705536, + 0.03434623405337334, + 0.012579351663589478, + 0.016021056100726128 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.026343757286667824 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_1/index_tensor([9702, 9702])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_1/index_tensor([9702, 9702])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..02290c7604aa6f21b7490e6839e7b444c2a8e567 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_1/index_tensor([9702, 9702])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a scene stylized like a Ukiyo-e woodblock print, the camera steadily ascends, beginning with a low-angle shot of the stone base of a tall, ornate pagoda. The structure features intense black outlines and flat planes of deep vermilion and dark-varnished wood, set against a backdrop of gnarled pine trees silhouetted against the night sky. As the camera ascends, revealing the tower's multi-tiered structure and elegantly curved roof, a powerful, jagged flash of brilliant white lightning suddenly streaks across the sky, connecting violently and cracklingly with the tower's tallest spire. For a brief moment, the intense flash whitens colors and casts stark, simplified shadows, mimicking the high-contrast effect of a print. The camera continues its steady upward journey, passing through the spire to reveal the full celestial spectacle above: the deep indigo night sky is filled with vibrant, flowing, dancing ribbons of auroras, its undulating draperies of emerald green, ethereal violet, and soft magenta slowly and gracefully swirling. The entire composition maintains a flat perspective and a subtle paper texture, creating a dramatic and stunning atmosphere that blends the raw power of nature with the serene, decorative beauty of traditional Japanese art.", + "seed": 5267, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_1/index_9702_seed_5267_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14871776485815644, + "vlm_logprob": -0.14871776485815644, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.14871776485815644, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10075632482767105 + ], + "opposite_logprob_tokens": [ + -2.3507564067840576 + ], + "logprob_reward": -0.10075632482767105, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10075632482767105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06554662436246872, + 0.03821193426847458, + 0.06204916164278984, + 0.18396669626235962, + 0.029901454225182533, + 0.04172827675938606, + 0.07509402185678482, + 0.2900073528289795, + 0.09577862173318863, + 0.11771581321954727 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.10075632482767105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327829360961914 + ], + "opposite_logprob_tokens": [ + -0.7577829360961914 + ], + "logprob_reward": -0.6327829360961914, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327829360961914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647714078426361, + 0.044792693108320236, + 0.10081995278596878, + 0.09140390902757645, + 0.053127970546483994, + 0.03916463255882263, + 0.0925484150648117, + 0.29493793845176697, + 0.04680723696947098, + 0.07162585109472275 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.6327829360961914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036185993812978268 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036185993812978268, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036185993812978268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11046209931373596, + 0.02931232936680317, + 0.055010586977005005, + 0.10384645313024521, + 0.04113607108592987, + 0.0282026045024395, + 0.04760122671723366, + 0.17635157704353333, + 0.2804242670536041, + 0.12765273451805115 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0036185993812978268 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036143234465271235 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036143234465271235, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036143234465271235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12264011055231094, + 0.021494582295417786, + 0.05719196796417236, + 0.09714529663324356, + 0.02238631434738636, + 0.04200628772377968, + 0.1457621455192566, + 0.14326848089694977, + 0.16222356259822845, + 0.1858813464641571 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.0036143234465271235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028166405390948057 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028166405390948057, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028166405390948057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13081689178943634, + 0.046438850462436676, + 0.08166360855102539, + 0.08062667399644852, + 0.04234987869858742, + 0.0416722372174263, + 0.09785567224025726, + 0.31186366081237793, + 0.0986516922712326, + 0.06806082278490067 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0028166405390948057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene stylized like a Ukiyo-e woodblock print, the camera steadily ascends, beginning with a low-angle shot of the stone base of a tall, ornate pagoda. The structure features intense black outlines and flat planes of deep vermilion and dark-varnished wood, set against a backdrop of gnarled pine trees silhouetted against the night sky. As the camera ascends, revealing the tower's multi-tiered structure and elegantly curved roof, a powerful, jagged flash of brilliant white lightning suddenly streaks across the sky, connecting violently and cracklingly with the tower's tallest spire. For a brief moment, the intense flash whitens colors and casts stark, simplified shadows, mimicking the high-contrast effect of a print. The camera continues its steady upward journey, passing through the spire to reveal the full celestial spectacle above: the deep indigo night sky is filled with vibrant, flowing, dancing ribbons of auroras, its undulating draperies of emerald green, ethereal violet, and soft magenta slowly and gracefully swirling. The entire composition maintains a flat perspective and a subtle paper texture, creating a dramatic and stunning atmosphere that blends the raw power of nature with the serene, decorative beauty of traditional Japanese art.", + "seed": 5268, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_1/index_9702_seed_5268_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04793875901959836, + "vlm_logprob": -0.04793875901959836, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.04793875901959836, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07034175843000412 + ], + "opposite_logprob_tokens": [ + -2.6953418254852295 + ], + "logprob_reward": -0.07034175843000412, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07034175843000412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4420546293258667, + 0.0377795547246933, + 0.08669843524694443, + 0.040881820023059845, + 0.025640470907092094, + 0.02968461811542511, + 0.10566727072000504, + 0.11434341222047806, + 0.06201941892504692, + 0.055230334401130676 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.07034175843000412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603556126356125 + ], + "opposite_logprob_tokens": [ + -1.910355567932129 + ], + "logprob_reward": -0.1603556126356125, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603556126356125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5335640907287598, + 0.051117438822984695, + 0.058864302933216095, + 0.04948987811803818, + 0.07471518218517303, + 0.052260518074035645, + 0.04278656467795372, + 0.08167126774787903, + 0.02820778265595436, + 0.02732284925878048 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.1603556126356125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949170328676701 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949170328676701, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949170328676701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1648416519165039, + 0.024252736940979958, + 0.03583985194563866, + 0.02508176490664482, + 0.02285415679216385, + 0.08325507491827011, + 0.10118085891008377, + 0.1955987960100174, + 0.18214981257915497, + 0.1649453490972519 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.005949170328676701 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001334967790171504 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001334967790171504, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001334967790171504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3685538172721863, + 0.02243666723370552, + 0.016624262556433678, + 0.021243661642074585, + 0.020322704687714577, + 0.05554945394396782, + 0.10382063686847687, + 0.10980766266584396, + 0.16162973642349243, + 0.12001144886016846 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.001334967790171504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017122859135270119 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017122859135270119, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017122859135270119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5318625569343567, + 0.04936258867383003, + 0.0558171309530735, + 0.02425309829413891, + 0.02675389125943184, + 0.061533499509096146, + 0.05321061611175537, + 0.07769332081079483, + 0.06034734100103378, + 0.05916593223810196 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.0017122859135270119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene stylized like a Ukiyo-e woodblock print, the camera steadily ascends, beginning with a low-angle shot of the stone base of a tall, ornate pagoda. The structure features intense black outlines and flat planes of deep vermilion and dark-varnished wood, set against a backdrop of gnarled pine trees silhouetted against the night sky. As the camera ascends, revealing the tower's multi-tiered structure and elegantly curved roof, a powerful, jagged flash of brilliant white lightning suddenly streaks across the sky, connecting violently and cracklingly with the tower's tallest spire. For a brief moment, the intense flash whitens colors and casts stark, simplified shadows, mimicking the high-contrast effect of a print. The camera continues its steady upward journey, passing through the spire to reveal the full celestial spectacle above: the deep indigo night sky is filled with vibrant, flowing, dancing ribbons of auroras, its undulating draperies of emerald green, ethereal violet, and soft magenta slowly and gracefully swirling. The entire composition maintains a flat perspective and a subtle paper texture, creating a dramatic and stunning atmosphere that blends the raw power of nature with the serene, decorative beauty of traditional Japanese art.", + "seed": 5269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_1/index_9702_seed_5269_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08184626440051943, + "vlm_logprob": -0.08184626440051943, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.08184626440051943, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08931369334459305 + ], + "opposite_logprob_tokens": [ + -2.4643137454986572 + ], + "logprob_reward": -0.08931369334459305, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08931369334459305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05761988088488579, + 0.13239827752113342, + 0.06379131972789764, + 0.17881987988948822, + 0.07016931474208832, + 0.09676122665405273, + 0.17282189428806305, + 0.06066996604204178, + 0.06163841485977173, + 0.10530980676412582 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.08931369334459305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813144326210022 + ], + "opposite_logprob_tokens": [ + -1.4063143730163574 + ], + "logprob_reward": -0.2813144326210022, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813144326210022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10793011635541916, + 0.1169675961136818, + 0.08004049211740494, + 0.21298083662986755, + 0.04752446711063385, + 0.054869458079338074, + 0.11144707351922989, + 0.07503686845302582, + 0.09903918206691742, + 0.0941639095544815 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.2813144326210022 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033697985112667084 + ], + "opposite_logprob_tokens": [ + -3.408698081970215 + ], + "logprob_reward": -0.033697985112667084, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033697985112667084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2875555157661438, + 0.06493619084358215, + 0.03441499546170235, + 0.08456574380397797, + 0.04629014804959297, + 0.05286407098174095, + 0.0549623928964138, + 0.11525119841098785, + 0.10349929332733154, + 0.1556605100631714 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.033697985112667084 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017124050064012408 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017124050064012408, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017124050064012408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06092597171664238, + 0.0877222940325737, + 0.05307183414697647, + 0.25943323969841003, + 0.074142687022686, + 0.07409442216157913, + 0.055058784782886505, + 0.11937472969293594, + 0.03527877479791641, + 0.1808972954750061 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.0017124050064012408 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031928059179335833 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.0031928059179335833, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031928059179335833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12435464560985565, + 0.1219712570309639, + 0.06179584562778473, + 0.3160054683685303, + 0.06310302019119263, + 0.03887078911066055, + 0.11014723777770996, + 0.0463610477745533, + 0.034773506224155426, + 0.08261721581220627 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0031928059179335833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene stylized like a Ukiyo-e woodblock print, the camera steadily ascends, beginning with a low-angle shot of the stone base of a tall, ornate pagoda. The structure features intense black outlines and flat planes of deep vermilion and dark-varnished wood, set against a backdrop of gnarled pine trees silhouetted against the night sky. As the camera ascends, revealing the tower's multi-tiered structure and elegantly curved roof, a powerful, jagged flash of brilliant white lightning suddenly streaks across the sky, connecting violently and cracklingly with the tower's tallest spire. For a brief moment, the intense flash whitens colors and casts stark, simplified shadows, mimicking the high-contrast effect of a print. The camera continues its steady upward journey, passing through the spire to reveal the full celestial spectacle above: the deep indigo night sky is filled with vibrant, flowing, dancing ribbons of auroras, its undulating draperies of emerald green, ethereal violet, and soft magenta slowly and gracefully swirling. The entire composition maintains a flat perspective and a subtle paper texture, creating a dramatic and stunning atmosphere that blends the raw power of nature with the serene, decorative beauty of traditional Japanese art.", + "seed": 5270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_1/index_9702_seed_5270_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23426882373169064, + "vlm_logprob": -0.23426882373169064, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.23426882373169064, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026730677112936974 + ], + "opposite_logprob_tokens": [ + -3.65173077583313 + ], + "logprob_reward": -0.026730677112936974, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026730677112936974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11744008958339691, + 0.03770805522799492, + 0.04418381676077843, + 0.07357034832239151, + 0.06690379232168198, + 0.10907209664583206, + 0.07429006695747375, + 0.2532348334789276, + 0.11004835367202759, + 0.11354847252368927 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.026730677112936974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370158195495605 + ], + "opposite_logprob_tokens": [ + -0.38701584935188293 + ], + "logprob_reward": -1.1370158195495605, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370158195495605, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18302591145038605, + 0.10246894508600235, + 0.07424648851156235, + 0.11401917040348053, + 0.07638794928789139, + 0.13721850514411926, + 0.07200887799263, + 0.06714898347854614, + 0.044175613671541214, + 0.12929955124855042 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -1.1370158195495605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022049658000469208 + ], + "opposite_logprob_tokens": [ + -6.127204895019531 + ], + "logprob_reward": -0.0022049658000469208, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022049658000469208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09764306992292404, + 0.0285993292927742, + 0.04517943784594536, + 0.038720447570085526, + 0.03754975274205208, + 0.05220719426870346, + 0.11908011138439178, + 0.15921135246753693, + 0.1447063833475113, + 0.27710291743278503 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0022049658000469208 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031936378218233585 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031936378218233585, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031936378218233585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07233060151338577, + 0.037958379834890366, + 0.030935795977711678, + 0.049026008695364, + 0.036628350615501404, + 0.07800237089395523, + 0.05421990156173706, + 0.34316322207450867, + 0.1604975163936615, + 0.13723789155483246 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.0031936378218233585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene stylized like a Ukiyo-e woodblock print with flat perspective and paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily ascend from a low-angle shot of a stone pagoda base to reveal the full tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a powerful, jagged flash of brilliant white lightning connecting to the tower's tallest spire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the night sky display vibrant, flowing ribbons of auroras in emerald green, ethereal violet, and soft magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the pagoda structure depicted with intense black outlines and flat planes of deep vermilion and dark-varnished wood?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021990183740854263 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021990183740854263, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021990183740854263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15748943388462067, + 0.1032298281788826, + 0.07379931211471558, + 0.08885327726602554, + 0.0475265234708786, + 0.09450243413448334, + 0.0720449835062027, + 0.1489907205104828, + 0.12622691690921783, + 0.08733665198087692 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0021990183740854263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_10/index_tensor([2761, 2761])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_10/index_tensor([2761, 2761])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..033cddfe2a2a97f9cdcaa846132ddd357faa160f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_10/index_tensor([2761, 2761])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-frame-rate, horizontal medium shot gently draws the viewer's attention to a white-haired grandfather, seated peacefully in a dark brown wooden rocking chair. Warm afternoon sunlight, like molten honey, streams through the large side windows, illuminating the cozy, bookish room. The grandfather, with a head full of silver hair and a face marked by the kindly wrinkles of time, wears a soft beige wool cardigan over a light-colored shirt. He hunches his back slightly, pressing a dry, age-freckled hand to his mouth as he lets out a soft, muffled cough. The high-frame-rate lens plays an extremely effective role in this moment: his thin shoulders tremble slightly but clearly, and every muscle contraction is slowed down into poetic detail; at the same time, in the golden beam of light that penetrates the room, countless tiny dust particles that were originally invisible to the naked eye are captured clearly. They are like disturbed golden elves, dancing, spinning and flickering slowly and gracefully in the air, forming a contrast between movement and stillness, grandeur and microcosm with the slight tremor of the old man's body. The whole picture is filled with a peaceful, nostalgic and warm atmosphere with a hint of the fragility of time under the ultimate clarity.", + "seed": 31389, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_10/index_2761_seed_31389_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10308364983648062, + "vlm_logprob": -0.10308364983648062, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.10308364983648062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016994446516036987 + ], + "opposite_logprob_tokens": [ + -4.141994476318359 + ], + "logprob_reward": -0.016994446516036987, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016994446516036987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22303567826747894, + 0.08121522516012192, + 0.04959319159388542, + 0.06024547666311264, + 0.06521309167146683, + 0.035139478743076324, + 0.19536739587783813, + 0.09805507957935333, + 0.05844695866107941, + 0.13368836045265198 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.016994446516036987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091954074800014 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.011091954074800014, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091954074800014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2535800039768219, + 0.1851910501718521, + 0.10918065160512924, + 0.09346059709787369, + 0.04949395731091499, + 0.021163107827305794, + 0.1356753408908844, + 0.04528855159878731, + 0.040016304701566696, + 0.06695040315389633 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.011091954074800014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104183971881866 + ], + "opposite_logprob_tokens": [ + -3.288104295730591 + ], + "logprob_reward": -0.038104183971881866, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104183971881866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21444962918758392, + 0.09430299699306488, + 0.03592938929796219, + 0.05880361795425415, + 0.08744796365499496, + 0.036473169922828674, + 0.15110963582992554, + 0.0678185224533081, + 0.030541887506842613, + 0.22312313318252563 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.038104183971881866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713523745536804 + ], + "opposite_logprob_tokens": [ + -1.1371352672576904 + ], + "logprob_reward": -0.38713523745536804, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38713523745536804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1541728675365448, + 0.2505853474140167, + 0.03931678086519241, + 0.037957802414894104, + 0.11176207661628723, + 0.020938429981470108, + 0.14876516163349152, + 0.024662425741553307, + 0.0686386302113533, + 0.14320045709609985 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.38713523745536804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209242716431618 + ], + "opposite_logprob_tokens": [ + -2.8120925426483154 + ], + "logprob_reward": -0.06209242716431618, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209242716431618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20128464698791504, + 0.09283754229545593, + 0.03681867569684982, + 0.06211096793413162, + 0.04906177893280983, + 0.04490375146269798, + 0.12942084670066833, + 0.18174110352993011, + 0.12956303358078003, + 0.07225759327411652 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.06209242716431618 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-frame-rate, horizontal medium shot gently draws the viewer's attention to a white-haired grandfather, seated peacefully in a dark brown wooden rocking chair. Warm afternoon sunlight, like molten honey, streams through the large side windows, illuminating the cozy, bookish room. The grandfather, with a head full of silver hair and a face marked by the kindly wrinkles of time, wears a soft beige wool cardigan over a light-colored shirt. He hunches his back slightly, pressing a dry, age-freckled hand to his mouth as he lets out a soft, muffled cough. The high-frame-rate lens plays an extremely effective role in this moment: his thin shoulders tremble slightly but clearly, and every muscle contraction is slowed down into poetic detail; at the same time, in the golden beam of light that penetrates the room, countless tiny dust particles that were originally invisible to the naked eye are captured clearly. They are like disturbed golden elves, dancing, spinning and flickering slowly and gracefully in the air, forming a contrast between movement and stillness, grandeur and microcosm with the slight tremor of the old man's body. The whole picture is filled with a peaceful, nostalgic and warm atmosphere with a hint of the fragility of time under the ultimate clarity.", + "seed": 31390, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_10/index_2761_seed_31390_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11903307437896729, + "vlm_logprob": -0.11903307437896729, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.11903307437896729, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0562528595328331 + ], + "opposite_logprob_tokens": [ + -2.931252956390381 + ], + "logprob_reward": -0.0562528595328331, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0562528595328331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2158227562904358, + 0.09256332367658615, + 0.039780087769031525, + 0.33302775025367737, + 0.08088340610265732, + 0.07459108531475067, + 0.03756774961948395, + 0.040848810225725174, + 0.05220666527748108, + 0.032708339393138885 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0562528595328331 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209285378456116 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209285378456116, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209285378456116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2050715684890747, + 0.13569357991218567, + 0.050744350999593735, + 0.12861961126327515, + 0.11382841318845749, + 0.08963233232498169, + 0.0358290821313858, + 0.052951812744140625, + 0.06532804667949677, + 0.12230121344327927 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014209285378456116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369533270597458 + ], + "opposite_logprob_tokens": [ + -3.4086952209472656 + ], + "logprob_reward": -0.03369533270597458, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369533270597458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32008710503578186, + 0.15426070988178253, + 0.04788263887166977, + 0.08203067630529404, + 0.12580335140228271, + 0.053117360919713974, + 0.08492788672447205, + 0.03129908815026283, + 0.04246886447072029, + 0.05812232568860054 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03369533270597458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289405643939972 + ], + "opposite_logprob_tokens": [ + -1.0539405345916748 + ], + "logprob_reward": -0.4289405643939972, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289405643939972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11063799262046814, + 0.13610537350177765, + 0.03933947533369064, + 0.10630655288696289, + 0.060358043760061264, + 0.14442697167396545, + 0.037245236337184906, + 0.06034846231341362, + 0.2209705263376236, + 0.08426129817962646 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.4289405643939972 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206732988357544 + ], + "opposite_logprob_tokens": [ + -2.8120672702789307 + ], + "logprob_reward": -0.06206732988357544, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206732988357544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2447855919599533, + 0.05921493470668793, + 0.02743646502494812, + 0.2253410518169403, + 0.09266830235719681, + 0.20007623732089996, + 0.05094003304839134, + 0.029071561992168427, + 0.05108450725674629, + 0.019381357356905937 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.06206732988357544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-frame-rate, horizontal medium shot gently draws the viewer's attention to a white-haired grandfather, seated peacefully in a dark brown wooden rocking chair. Warm afternoon sunlight, like molten honey, streams through the large side windows, illuminating the cozy, bookish room. The grandfather, with a head full of silver hair and a face marked by the kindly wrinkles of time, wears a soft beige wool cardigan over a light-colored shirt. He hunches his back slightly, pressing a dry, age-freckled hand to his mouth as he lets out a soft, muffled cough. The high-frame-rate lens plays an extremely effective role in this moment: his thin shoulders tremble slightly but clearly, and every muscle contraction is slowed down into poetic detail; at the same time, in the golden beam of light that penetrates the room, countless tiny dust particles that were originally invisible to the naked eye are captured clearly. They are like disturbed golden elves, dancing, spinning and flickering slowly and gracefully in the air, forming a contrast between movement and stillness, grandeur and microcosm with the slight tremor of the old man's body. The whole picture is filled with a peaceful, nostalgic and warm atmosphere with a hint of the fragility of time under the ultimate clarity.", + "seed": 31391, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_10/index_2761_seed_31391_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04110580086708069, + "vlm_logprob": -0.04110580086708069, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04110580086708069, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023785024881362915 + ], + "opposite_logprob_tokens": [ + -3.77378511428833 + ], + "logprob_reward": -0.023785024881362915, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023785024881362915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.314726859331131, + 0.11349540948867798, + 0.042254041880369186, + 0.04794282838702202, + 0.155013307929039, + 0.026293698698282242, + 0.08274859189987183, + 0.052958082407712936, + 0.09529276937246323, + 0.06927445530891418 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023785024881362915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607775315642357 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.01607775315642357, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607775315642357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.243338480591774, + 0.17546716332435608, + 0.0741664245724678, + 0.08025745302438736, + 0.050199639052152634, + 0.03315204381942749, + 0.060873329639434814, + 0.04376915842294693, + 0.10336675494909286, + 0.13540956377983093 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01607775315642357 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062036409974098206 + ], + "opposite_logprob_tokens": [ + -2.8120365142822266 + ], + "logprob_reward": -0.062036409974098206, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062036409974098206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1793595403432846, + 0.05105021223425865, + 0.07288913428783417, + 0.04607188329100609, + 0.17184743285179138, + 0.019470348954200745, + 0.13918331265449524, + 0.047104667872190475, + 0.12236113846302032, + 0.150662362575531 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.062036409974098206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496038869023323 + ], + "opposite_logprob_tokens": [ + -2.9299604892730713 + ], + "logprob_reward": -0.05496038869023323, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496038869023323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0901188999414444, + 0.04603603854775429, + 0.05789239704608917, + 0.053523603826761246, + 0.036288775503635406, + 0.04388511925935745, + 0.11352960020303726, + 0.052466630935668945, + 0.035236284136772156, + 0.4710225760936737 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.05496038869023323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866942763328552 + ], + "opposite_logprob_tokens": [ + -3.0486693382263184 + ], + "logprob_reward": -0.04866942763328552, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866942763328552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22934013605117798, + 0.09677106887102127, + 0.07732950896024704, + 0.03173060715198517, + 0.1656043976545334, + 0.023959193378686905, + 0.053071536123752594, + 0.02587813511490822, + 0.08282507956027985, + 0.2134903073310852 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.04866942763328552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-frame-rate, horizontal medium shot gently draws the viewer's attention to a white-haired grandfather, seated peacefully in a dark brown wooden rocking chair. Warm afternoon sunlight, like molten honey, streams through the large side windows, illuminating the cozy, bookish room. The grandfather, with a head full of silver hair and a face marked by the kindly wrinkles of time, wears a soft beige wool cardigan over a light-colored shirt. He hunches his back slightly, pressing a dry, age-freckled hand to his mouth as he lets out a soft, muffled cough. The high-frame-rate lens plays an extremely effective role in this moment: his thin shoulders tremble slightly but clearly, and every muscle contraction is slowed down into poetic detail; at the same time, in the golden beam of light that penetrates the room, countless tiny dust particles that were originally invisible to the naked eye are captured clearly. They are like disturbed golden elves, dancing, spinning and flickering slowly and gracefully in the air, forming a contrast between movement and stillness, grandeur and microcosm with the slight tremor of the old man's body. The whole picture is filled with a peaceful, nostalgic and warm atmosphere with a hint of the fragility of time under the ultimate clarity.", + "seed": 31392, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_10/index_2761_seed_31392_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03535323943942785, + "vlm_logprob": -0.03535323943942785, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.03535323943942785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04437714442610741 + ], + "opposite_logprob_tokens": [ + -3.169377088546753 + ], + "logprob_reward": -0.04437714442610741, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04437714442610741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32744479179382324, + 0.15677770972251892, + 0.06481749564409256, + 0.07530664652585983, + 0.04478108882904053, + 0.05155692249536514, + 0.09253432601690292, + 0.020005015656352043, + 0.06624431908130646, + 0.10053164511919022 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.04437714442610741 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753832101821899 + ], + "opposite_logprob_tokens": [ + -5.006753921508789 + ], + "logprob_reward": -0.006753832101821899, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753832101821899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13440345227718353, + 0.44677481055259705, + 0.05875258147716522, + 0.10841751843690872, + 0.02708497829735279, + 0.05095641687512398, + 0.04416497051715851, + 0.032211124897003174, + 0.055705126374959946, + 0.04152897372841835 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.006753832101821899 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541121803224087 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541121803224087, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541121803224087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060793861746788025, + 0.2584746181964874, + 0.07550545036792755, + 0.04719935357570648, + 0.07000444829463959, + 0.040378376841545105, + 0.03318100422620773, + 0.08830830454826355, + 0.03587073087692261, + 0.29028379917144775 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.012541121803224087 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700187087059021 + ], + "opposite_logprob_tokens": [ + -2.695018768310547 + ], + "logprob_reward": -0.0700187087059021, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700187087059021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1986652910709381, + 0.4692079722881317, + 0.0696859285235405, + 0.07664049416780472, + 0.030033037066459656, + 0.020670071244239807, + 0.05493180826306343, + 0.019809911027550697, + 0.014628861099481583, + 0.04572666063904762 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0700187087059021 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white-haired grandfather seated in a dark brown wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the grandfather wearing a soft beige wool cardigan over a light-colored shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the grandfather perform the action of coughing with a hand pressed to his mouth while his shoulders tremble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny dust particles visible dancing and spinning in a golden beam of sunlight streaming through large side windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a high-frame-rate horizontal medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307539016008377 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307539016008377, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307539016008377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2241305112838745, + 0.18680565059185028, + 0.04295337200164795, + 0.046988263726234436, + 0.08594139665365219, + 0.061848949640989304, + 0.14627230167388916, + 0.06322301924228668, + 0.042080532759428024, + 0.09975599497556686 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04307539016008377 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_11/index_tensor([3169, 3169])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_11/index_tensor([3169, 3169])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7ef9cfa98b085a7632f1e49de01e46f5ed22d6bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_11/index_tensor([3169, 3169])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, slightly high-angle shot allows the camera to smoothly track the precise movements of the 3D printer's nozzle. The nozzle, a polished brass cone attached to a complex assembly of wires and fans, glides delicately just millimeters above the dark, textured print bed. From its tiny, heated tip, a thin, continuous thread of molten, vibrant red plastic steadily extrudes, gleaming under the bright, focused LED light. The nozzle moves with a swift and decisive automation, executing a series of linear and curvilinear paths as it meticulously deposits the material. The lustrous red filament cools and solidifies almost instantly upon contact, fusing with the layers below to form a complex geometric part whose surface displays a fine, striated texture layered in successive layers. The entire scene is bathed in a cool, clinical light, casting sharp highlights across the gleaming surfaces of the metal parts and the newly printed plastic, creating deep shadows and accentuating the object's complex, ever-growing form. The background is a soft, out-of-focus blur, suggesting a workshop environment where the methodical act of creation is the centerpiece, creating an atmosphere of focus, hypnosis, and technical precision.", + "seed": 27038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_11/index_3169_seed_27038_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09675801540724933, + "vlm_logprob": -0.09675801540724933, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.09675801540724933, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3511141836643219 + ], + "opposite_logprob_tokens": [ + -1.2261141538619995 + ], + "logprob_reward": -0.3511141836643219, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3511141836643219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17180316150188446, + 0.1505708545446396, + 0.1943550854921341, + 0.103415846824646, + 0.0513785295188427, + 0.07861784100532532, + 0.04197406396269798, + 0.08928965777158737, + 0.027253059670329094, + 0.09134191274642944 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.3511141836643219 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035809129476547 + ], + "opposite_logprob_tokens": [ + -2.350358009338379 + ], + "logprob_reward": -0.10035809129476547, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035809129476547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14263932406902313, + 0.26896512508392334, + 0.1134820356965065, + 0.03268640115857124, + 0.03130628913640976, + 0.05124710872769356, + 0.06753388047218323, + 0.11139234155416489, + 0.03686630353331566, + 0.1438812017440796 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.10035809129476547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007204797584563494 + ], + "opposite_logprob_tokens": [ + -7.250720500946045 + ], + "logprob_reward": -0.0007204797584563494, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007204797584563494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23180003464221954, + 0.11896894127130508, + 0.09501476585865021, + 0.11566741019487381, + 0.05347288027405739, + 0.057791706174612045, + 0.03465914726257324, + 0.09682655334472656, + 0.0673866719007492, + 0.12841194868087769 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0007204797584563494 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253913346678019 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253913346678019, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253913346678019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11423447728157043, + 0.1553584635257721, + 0.08974505960941315, + 0.24111594259738922, + 0.07185905426740646, + 0.04688071087002754, + 0.05827118828892708, + 0.06197020411491394, + 0.06937995553016663, + 0.09118492156267166 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.005253913346678019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343408972024918 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343408972024918, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343408972024918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2310781031847, + 0.1097278818488121, + 0.07070135325193405, + 0.09932992607355118, + 0.058088209480047226, + 0.07227274030447006, + 0.06030956283211708, + 0.13831135630607605, + 0.061930082738399506, + 0.09825070202350616 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026343408972024918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slightly high-angle shot allows the camera to smoothly track the precise movements of the 3D printer's nozzle. The nozzle, a polished brass cone attached to a complex assembly of wires and fans, glides delicately just millimeters above the dark, textured print bed. From its tiny, heated tip, a thin, continuous thread of molten, vibrant red plastic steadily extrudes, gleaming under the bright, focused LED light. The nozzle moves with a swift and decisive automation, executing a series of linear and curvilinear paths as it meticulously deposits the material. The lustrous red filament cools and solidifies almost instantly upon contact, fusing with the layers below to form a complex geometric part whose surface displays a fine, striated texture layered in successive layers. The entire scene is bathed in a cool, clinical light, casting sharp highlights across the gleaming surfaces of the metal parts and the newly printed plastic, creating deep shadows and accentuating the object's complex, ever-growing form. The background is a soft, out-of-focus blur, suggesting a workshop environment where the methodical act of creation is the centerpiece, creating an atmosphere of focus, hypnosis, and technical precision.", + "seed": 27039, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_11/index_3169_seed_27039_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17183627949561925, + "vlm_logprob": -0.17183627949561925, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.17183627949561925, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6952625513076782 + ], + "opposite_logprob_tokens": [ + -0.6952625513076782 + ], + "logprob_reward": -0.6952625513076782, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6952625513076782, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22267237305641174, + 0.11290785670280457, + 0.24189221858978271, + 0.061854660511016846, + 0.07218838483095169, + 0.020373931154608727, + 0.0682479590177536, + 0.08760738372802734, + 0.05798298120498657, + 0.05427226051688194 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.6952625513076782 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297259479761124 + ], + "opposite_logprob_tokens": [ + -2.2379724979400635 + ], + "logprob_reward": -0.11297259479761124, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297259479761124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23025013506412506, + 0.2623092532157898, + 0.12892624735832214, + 0.08755028247833252, + 0.07568175345659256, + 0.029584545642137527, + 0.0234370194375515, + 0.062096722424030304, + 0.05471644923090935, + 0.045447658747434616 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.11297259479761124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019425348145887256 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019425348145887256, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019425348145887256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22765251994132996, + 0.09010899066925049, + 0.19901080429553986, + 0.1395321488380432, + 0.07369764149188995, + 0.03440079092979431, + 0.05304881930351257, + 0.08738035708665848, + 0.03814099729061127, + 0.05702688544988632 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0019425348145887256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24435080587863922, + 0.09528156369924545, + 0.23851318657398224, + 0.08489308506250381, + 0.05613809823989868, + 0.02653871290385723, + 0.0196442361921072, + 0.12610656023025513, + 0.07169448584318161, + 0.036839261651039124 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.005950592458248138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043053124099969864 + ], + "opposite_logprob_tokens": [ + -3.168053150177002 + ], + "logprob_reward": -0.043053124099969864, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043053124099969864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27709922194480896, + 0.14092522859573364, + 0.14351867139339447, + 0.13375224173069, + 0.04878148064017296, + 0.03880162909626961, + 0.0578155443072319, + 0.043155036866664886, + 0.06791447848081589, + 0.048236433416604996 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.043053124099969864 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slightly high-angle shot allows the camera to smoothly track the precise movements of the 3D printer's nozzle. The nozzle, a polished brass cone attached to a complex assembly of wires and fans, glides delicately just millimeters above the dark, textured print bed. From its tiny, heated tip, a thin, continuous thread of molten, vibrant red plastic steadily extrudes, gleaming under the bright, focused LED light. The nozzle moves with a swift and decisive automation, executing a series of linear and curvilinear paths as it meticulously deposits the material. The lustrous red filament cools and solidifies almost instantly upon contact, fusing with the layers below to form a complex geometric part whose surface displays a fine, striated texture layered in successive layers. The entire scene is bathed in a cool, clinical light, casting sharp highlights across the gleaming surfaces of the metal parts and the newly printed plastic, creating deep shadows and accentuating the object's complex, ever-growing form. The background is a soft, out-of-focus blur, suggesting a workshop environment where the methodical act of creation is the centerpiece, creating an atmosphere of focus, hypnosis, and technical precision.", + "seed": 27040, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_11/index_3169_seed_27040_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02079462327528745, + "vlm_logprob": -0.02079462327528745, + "vlm_yes_no_margin": 4.299999952316284, + "vlm_token_credit": -0.02079462327528745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023046845570206642 + ], + "opposite_logprob_tokens": [ + -3.8980467319488525 + ], + "logprob_reward": -0.023046845570206642, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023046845570206642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24772997200489044, + 0.027429280802607536, + 0.0568324513733387, + 0.26497265696525574, + 0.11639762669801712, + 0.0874825194478035, + 0.020623402670025826, + 0.014222939498722553, + 0.10034602135419846, + 0.0639631450176239 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.023046845570206642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812266141176224 + ], + "opposite_logprob_tokens": [ + -3.2881226539611816 + ], + "logprob_reward": -0.03812266141176224, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812266141176224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12072708457708359, + 0.07322578877210617, + 0.04693062976002693, + 0.26776912808418274, + 0.06669343262910843, + 0.05125902220606804, + 0.044011302292346954, + 0.10000748187303543, + 0.16208387911319733, + 0.06729220598936081 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.03812266141176224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335801207460463 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335801207460463, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335801207460463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20443527400493622, + 0.06707684695720673, + 0.10926366597414017, + 0.09862000495195389, + 0.0656309649348259, + 0.03138049691915512, + 0.05955158919095993, + 0.11608653515577316, + 0.14762046933174133, + 0.10033413022756577 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.001335801207460463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187187612056732 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018187187612056732, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018187187612056732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1677384227514267, + 0.11457202583551407, + 0.09327452629804611, + 0.07715969532728195, + 0.09883332252502441, + 0.10413356870412827, + 0.05385800078511238, + 0.06508040428161621, + 0.10398845374584198, + 0.12136154621839523 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.018187187612056732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280620574951172 + ], + "opposite_logprob_tokens": [ + -3.773280620574951 + ], + "logprob_reward": -0.023280620574951172, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280620574951172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2925381660461426, + 0.10911039263010025, + 0.09195585548877716, + 0.18533535301685333, + 0.07852300256490707, + 0.0454045794904232, + 0.02600506879389286, + 0.07201498001813889, + 0.07197707891464233, + 0.027135565876960754 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.023280620574951172 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, slightly high-angle shot allows the camera to smoothly track the precise movements of the 3D printer's nozzle. The nozzle, a polished brass cone attached to a complex assembly of wires and fans, glides delicately just millimeters above the dark, textured print bed. From its tiny, heated tip, a thin, continuous thread of molten, vibrant red plastic steadily extrudes, gleaming under the bright, focused LED light. The nozzle moves with a swift and decisive automation, executing a series of linear and curvilinear paths as it meticulously deposits the material. The lustrous red filament cools and solidifies almost instantly upon contact, fusing with the layers below to form a complex geometric part whose surface displays a fine, striated texture layered in successive layers. The entire scene is bathed in a cool, clinical light, casting sharp highlights across the gleaming surfaces of the metal parts and the newly printed plastic, creating deep shadows and accentuating the object's complex, ever-growing form. The background is a soft, out-of-focus blur, suggesting a workshop environment where the methodical act of creation is the centerpiece, creating an atmosphere of focus, hypnosis, and technical precision.", + "seed": 27041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_11/index_3169_seed_27041_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.034159134922083466, + "vlm_logprob": -0.034159134922083466, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.034159134922083466, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05684182420372963 + ], + "opposite_logprob_tokens": [ + -2.9318418502807617 + ], + "logprob_reward": -0.05684182420372963, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05684182420372963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056872811168432236, + 0.07734765857458115, + 0.08885248750448227, + 0.07057417184114456, + 0.036064933985471725, + 0.04813791811466217, + 0.03179475665092468, + 0.1896461695432663, + 0.12047763913869858, + 0.2802315354347229 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.05684182420372963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034644603729248 + ], + "opposite_logprob_tokens": [ + -2.350346565246582 + ], + "logprob_reward": -0.10034644603729248, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034644603729248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1624050736427307, + 0.09407822042703629, + 0.25529322028160095, + 0.020492419600486755, + 0.03290046378970146, + 0.07230733335018158, + 0.022315628826618195, + 0.10848289728164673, + 0.06674619764089584, + 0.16497856378555298 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.10034644603729248 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006368515896610916 + ], + "opposite_logprob_tokens": [ + -7.375637054443359 + ], + "logprob_reward": -0.0006368515896610916, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006368515896610916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07172910124063492, + 0.03996120020747185, + 0.04615787789225578, + 0.08044134080410004, + 0.043610405176877975, + 0.02427712269127369, + 0.027287576347589493, + 0.18203482031822205, + 0.052940983325242996, + 0.4315595328807831 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.0006368515896610916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031925681978464127 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031925681978464127, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031925681978464127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13012130558490753, + 0.09290646016597748, + 0.07259102165699005, + 0.03368927538394928, + 0.06513655930757523, + 0.05241395905613899, + 0.030537283048033714, + 0.2582518458366394, + 0.0923294648528099, + 0.1720227748155594 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0031925681978464127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a 3D printer's nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the nozzle a polished brass cone attached to wires and fans?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin, continuous thread of molten vibrant red plastic extruding from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nozzle move with swift automation along linear and curvilinear paths over a dark textured print bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright focused LED light creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777984581887722 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009777984581887722, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777984581887722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08747565001249313, + 0.03795253857970238, + 0.4144483804702759, + 0.030274130403995514, + 0.05933195352554321, + 0.10363158583641052, + 0.016375800594687462, + 0.13164998590946198, + 0.04561518877744675, + 0.07324483245611191 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.009777984581887722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_12/index_tensor([7487, 7487])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_12/index_tensor([7487, 7487])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c781bd0fd028624a740b47c25933e7f6cc99d6c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_12/index_tensor([7487, 7487])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, shot from a high angle, slowly pulls back to reveal a vast landscape shrouded in torrential rain. Thick, gloomy clouds hang low, almost touching the vast, turbulent surface of the gray water. Raindrops cascade down like thousands of silver needles, stirring up countless broken, rapid ripples on the turbulent surface. In the center of this vast expanse, the only thing in sight is a small, simple wooden rowboat, its faded blue paint peeling and revealing the weathered wood beneath. It is helplessly tossed up and down by the wind and waves, rocking violently with each surge, its bow sometimes lifted high, pointing toward the leaden sky, sometimes plunging into the trough of the waves, its bottom filled with icy rainwater. The entire picture is dominated by a cold, almost monochromatic gray tone. Under the even and oppressive diffuse light, the scene is filled with an extreme loneliness, desolation and a sense of insignificance in the face of natural forces, creating a tranquil yet tense atmosphere.", + "seed": 3197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_12/index_7487_seed_3197_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4054571888409555, + "vlm_logprob": -0.4054571888409555, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.4054571888409555, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0703398734331131 + ], + "opposite_logprob_tokens": [ + -2.8203399181365967 + ], + "logprob_reward": -0.0703398734331131, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0703398734331131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2375832498073578, + 0.09537158161401749, + 0.08830678462982178, + 0.12706665694713593, + 0.05055335909128189, + 0.06942109763622284, + 0.09651772677898407, + 0.060408372431993484, + 0.09190395474433899, + 0.08286722749471664 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0703398734331131 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983665704727173 + ], + "opposite_logprob_tokens": [ + -0.5233665704727173 + ], + "logprob_reward": -0.8983665704727173, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983665704727173, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13180169463157654, + 0.08131147176027298, + 0.06124003976583481, + 0.05958785489201546, + 0.021930847316980362, + 0.0630532056093216, + 0.07357349246740341, + 0.03808603063225746, + 0.07277516275644302, + 0.39664024114608765 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.8983665704727173 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024996723514050245 + ], + "opposite_logprob_tokens": [ + -6.002499580383301 + ], + "logprob_reward": -0.0024996723514050245, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024996723514050245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0741310641169548, + 0.11214718967676163, + 0.06781469285488129, + 0.0411367267370224, + 0.053628843277692795, + 0.04796399176120758, + 0.017536688596010208, + 0.024219393730163574, + 0.21315021812915802, + 0.3482712209224701 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.0024996723514050245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538803339004517 + ], + "opposite_logprob_tokens": [ + -0.4288803040981293 + ], + "logprob_reward": -1.0538803339004517, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538803339004517, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0864807665348053, + 0.03213232010602951, + 0.021805470809340477, + 0.02858525700867176, + 0.03572583198547363, + 0.010746678337454796, + 0.013136638328433037, + 0.0682840421795845, + 0.0140217961743474, + 0.6890811920166016 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -1.0538803339004517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002199494047090411 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.002199494047090411, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002199494047090411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10018661618232727, + 0.015679026022553444, + 0.018513796851038933, + 0.04799298569560051, + 0.0345042459666729, + 0.01599007658660412, + 0.010795822367072105, + 0.05059068650007248, + 0.03364719823002815, + 0.6720994710922241 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.002199494047090411 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a high angle, slowly pulls back to reveal a vast landscape shrouded in torrential rain. Thick, gloomy clouds hang low, almost touching the vast, turbulent surface of the gray water. Raindrops cascade down like thousands of silver needles, stirring up countless broken, rapid ripples on the turbulent surface. In the center of this vast expanse, the only thing in sight is a small, simple wooden rowboat, its faded blue paint peeling and revealing the weathered wood beneath. It is helplessly tossed up and down by the wind and waves, rocking violently with each surge, its bow sometimes lifted high, pointing toward the leaden sky, sometimes plunging into the trough of the waves, its bottom filled with icy rainwater. The entire picture is dominated by a cold, almost monochromatic gray tone. Under the even and oppressive diffuse light, the scene is filled with an extreme loneliness, desolation and a sense of insignificance in the face of natural forces, creating a tranquil yet tense atmosphere.", + "seed": 3198, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_12/index_7487_seed_3198_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.381474657333456, + "vlm_logprob": -0.381474657333456, + "vlm_yes_no_margin": 2.900000011920929, + "vlm_token_credit": -0.381474657333456, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15731768310070038 + ], + "opposite_logprob_tokens": [ + -2.032317638397217 + ], + "logprob_reward": -0.15731768310070038, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15731768310070038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3214596211910248, + 0.0504404678940773, + 0.11268025636672974, + 0.06528065353631973, + 0.06917499750852585, + 0.05740917846560478, + 0.058069273829460144, + 0.0673542395234108, + 0.07782430201768875, + 0.12030699849128723 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.15731768310070038 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934053301811218 + ], + "opposite_logprob_tokens": [ + -0.6934053301811218 + ], + "logprob_reward": -0.6934053301811218, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934053301811218, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.30071237683296204, + 0.0612630657851696, + 0.1576918512582779, + 0.1501546949148178, + 0.06498755514621735, + 0.045763805508613586, + 0.05105076730251312, + 0.04276002198457718, + 0.05384696647524834, + 0.07176888734102249 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.6934053301811218 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017257335130125284 + ], + "opposite_logprob_tokens": [ + -6.376725673675537 + ], + "logprob_reward": -0.0017257335130125284, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017257335130125284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1686268150806427, + 0.09300434589385986, + 0.10285094380378723, + 0.12777435779571533, + 0.04387950897216797, + 0.07440507411956787, + 0.09603434056043625, + 0.042112935334444046, + 0.08962801843881607, + 0.16168366372585297 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0017257335130125284 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538814067840576 + ], + "opposite_logprob_tokens": [ + -0.4288814663887024 + ], + "logprob_reward": -1.0538814067840576, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0538814067840576, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2954100966453552, + 0.03401777520775795, + 0.1048109382390976, + 0.07535414397716522, + 0.023144397884607315, + 0.07596810162067413, + 0.046664923429489136, + 0.019239135086536407, + 0.23970389366149902, + 0.08568663150072098 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -1.0538814067840576 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001043133088387549 + ], + "opposite_logprob_tokens": [ + -6.876043319702148 + ], + "logprob_reward": -0.001043133088387549, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001043133088387549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3646540641784668, + 0.03578699380159378, + 0.04666256904602051, + 0.056029435247182846, + 0.04638640210032463, + 0.06753336638212204, + 0.05990731716156006, + 0.028255529701709747, + 0.15607425570487976, + 0.13871000707149506 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.001043133088387549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a high angle, slowly pulls back to reveal a vast landscape shrouded in torrential rain. Thick, gloomy clouds hang low, almost touching the vast, turbulent surface of the gray water. Raindrops cascade down like thousands of silver needles, stirring up countless broken, rapid ripples on the turbulent surface. In the center of this vast expanse, the only thing in sight is a small, simple wooden rowboat, its faded blue paint peeling and revealing the weathered wood beneath. It is helplessly tossed up and down by the wind and waves, rocking violently with each surge, its bow sometimes lifted high, pointing toward the leaden sky, sometimes plunging into the trough of the waves, its bottom filled with icy rainwater. The entire picture is dominated by a cold, almost monochromatic gray tone. Under the even and oppressive diffuse light, the scene is filled with an extreme loneliness, desolation and a sense of insignificance in the face of natural forces, creating a tranquil yet tense atmosphere.", + "seed": 3199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_12/index_7487_seed_3199_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12708080103620886, + "vlm_logprob": -0.12708080103620886, + "vlm_yes_no_margin": 3.4749999761581423, + "vlm_token_credit": -0.12708080103620886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15740354359149933 + ], + "opposite_logprob_tokens": [ + -2.0324034690856934 + ], + "logprob_reward": -0.15740354359149933, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.15740354359149933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4364002048969269, + 0.013637745752930641, + 0.025151114910840988, + 0.35886526107788086, + 0.016324108466506004, + 0.021194856613874435, + 0.027100834995508194, + 0.02926788665354252, + 0.014183546416461468, + 0.0578744001686573 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.15740354359149933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604154258966446 + ], + "opposite_logprob_tokens": [ + -1.9104154109954834 + ], + "logprob_reward": -0.1604154258966446, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604154258966446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5031542181968689, + 0.04777153581380844, + 0.028593365103006363, + 0.27599674463272095, + 0.01007138378918171, + 0.011029206216335297, + 0.01797795295715332, + 0.011509190313518047, + 0.017583807930350304, + 0.07631253451108932 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.1604154258966446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032027876004576683 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.0032027876004576683, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032027876004576683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2134867161512375, + 0.07356943190097809, + 0.02659124694764614, + 0.25527265667915344, + 0.045211538672447205, + 0.09467364102602005, + 0.08133076131343842, + 0.049305908381938934, + 0.042045846581459045, + 0.11851226538419724 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0032027876004576683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134613037109375 + ], + "opposite_logprob_tokens": [ + -1.3134613037109375 + ], + "logprob_reward": -0.3134613037109375, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134613037109375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5910729765892029, + 0.013965410180389881, + 0.03519931808114052, + 0.10073131322860718, + 0.06424066424369812, + 0.014313711784780025, + 0.027805138379335403, + 0.06562810391187668, + 0.029594872146844864, + 0.05744848772883415 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.3134613037109375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009209443815052509 + ], + "opposite_logprob_tokens": [ + -7.00092077255249 + ], + "logprob_reward": -0.0009209443815052509, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009209443815052509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13105668127536774, + 0.044116586446762085, + 0.03612900897860527, + 0.4208662211894989, + 0.04282639920711517, + 0.042738430202007294, + 0.05459689721465111, + 0.09403274208307266, + 0.04289328679442406, + 0.09074375778436661 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0009209443815052509 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from a high angle, slowly pulls back to reveal a vast landscape shrouded in torrential rain. Thick, gloomy clouds hang low, almost touching the vast, turbulent surface of the gray water. Raindrops cascade down like thousands of silver needles, stirring up countless broken, rapid ripples on the turbulent surface. In the center of this vast expanse, the only thing in sight is a small, simple wooden rowboat, its faded blue paint peeling and revealing the weathered wood beneath. It is helplessly tossed up and down by the wind and waves, rocking violently with each surge, its bow sometimes lifted high, pointing toward the leaden sky, sometimes plunging into the trough of the waves, its bottom filled with icy rainwater. The entire picture is dominated by a cold, almost monochromatic gray tone. Under the even and oppressive diffuse light, the scene is filled with an extreme loneliness, desolation and a sense of insignificance in the face of natural forces, creating a tranquil yet tense atmosphere.", + "seed": 3200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_12/index_7487_seed_3200_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2953935678582639, + "vlm_logprob": -0.2953935678582639, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.2953935678582639, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043306585401296616 + ], + "opposite_logprob_tokens": [ + -3.418306589126587 + ], + "logprob_reward": -0.043306585401296616, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.043306585401296616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16707199811935425, + 0.12598681449890137, + 0.04691729322075844, + 0.1203601136803627, + 0.02905980497598648, + 0.2512117028236389, + 0.08231008797883987, + 0.05320306122303009, + 0.06683865189552307, + 0.057040516287088394 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.043306585401296616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159752666950226 + ], + "opposite_logprob_tokens": [ + -1.7015975713729858 + ], + "logprob_reward": -0.20159752666950226, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159752666950226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28140562772750854, + 0.07586655020713806, + 0.04876701161265373, + 0.16358837485313416, + 0.0316975861787796, + 0.14613494277000427, + 0.056974753737449646, + 0.05533280596137047, + 0.08444862812757492, + 0.055783726274967194 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.20159752666950226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595983536913991 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.00595983536913991, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595983536913991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08768689632415771, + 0.12052079290151596, + 0.1405407339334488, + 0.0751260295510292, + 0.03520374372601509, + 0.37296995520591736, + 0.056887999176979065, + 0.03892938047647476, + 0.04182394966483116, + 0.030310478061437607 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.00595983536913991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236111164093018 + ], + "opposite_logprob_tokens": [ + -0.34861114621162415 + ], + "logprob_reward": -1.2236111164093018, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236111164093018, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1006426066160202, + 0.11151952296495438, + 0.07430315762758255, + 0.07075580209493637, + 0.02226981706917286, + 0.08973092585802078, + 0.05739792436361313, + 0.4084863066673279, + 0.04481686279177666, + 0.020077111199498177 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -1.2236111164093018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a long shot from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back to reveal a vast landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, simple wooden rowboat with faded blue paint visible in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boat rocking violently up and down in turbulent gray water under torrential rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by a cold, monochromatic gray tone with low, thick clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024927754420787096 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.0024927754420787096, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024927754420787096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1176832914352417, + 0.15770119428634644, + 0.02436613105237484, + 0.06246854364871979, + 0.023034121841192245, + 0.05584004521369934, + 0.06740132719278336, + 0.41014838218688965, + 0.05458541214466095, + 0.026771577075123787 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0024927754420787096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_13/index_tensor([2570, 2570])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_13/index_tensor([2570, 2570])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6b55afd016a9946fffbab5bae6ec6efc656608ab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_13/index_tensor([2570, 2570])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This low-angle, extreme close-up captures the massive drive wheel of a massive locomotive in breathtakingly high-speed slow motion, as the camera slowly tracks along it. Forged from heavy, dark steel, its surface smeared with oil and speckled with rust, the wheel slams violently against the polished, rain-soaked rail. It struggles agonizingly slowly to complete its rotation, its immense force causing it to slip and grind, sending a brilliant explosion of orange and yellow sparks flying from the point of contact. Water droplets clinging to the wheel's metal surface are atomized by the intense vibrations. In the background, the black crushed stone ballast of the track drenches and gleams in the diffuse gray light of an overcast sky. The entire scene, immersed in a cool, monochromatic palette of industrial grays and blacks, creates an atmosphere of tension and power, a raw, mechanical struggle against immense physical resistance.", + "seed": 15360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_13/index_2570_seed_15360_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015483118034899235, + "vlm_logprob": -0.015483118034899235, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.015483118034899235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007913073524832726 + ], + "opposite_logprob_tokens": [ + -5.007913112640381 + ], + "logprob_reward": -0.007913073524832726, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007913073524832726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29984623193740845, + 0.02020389772951603, + 0.03208160772919655, + 0.023189349099993706, + 0.017914842814207077, + 0.506266713142395, + 0.009358054026961327, + 0.017069797962903976, + 0.03935294225811958, + 0.034716516733169556 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.007913073524832726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076371124014258385 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.0076371124014258385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076371124014258385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34049108624458313, + 0.03099614568054676, + 0.031377650797367096, + 0.03934715315699577, + 0.02881920151412487, + 0.29950958490371704, + 0.07598131895065308, + 0.028512578457593918, + 0.06253491342067719, + 0.062430355697870255 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0076371124014258385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031931623816490173 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031931623816490173, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031931623816490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3549374043941498, + 0.03357343748211861, + 0.03633637726306915, + 0.03567579388618469, + 0.04119688272476196, + 0.3111920654773712, + 0.01565353013575077, + 0.03546857088804245, + 0.041718170046806335, + 0.09424767643213272 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0031931623816490173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810441493988037 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.03810441493988037, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810441493988037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6043568849563599, + 0.01633717678487301, + 0.023377692326903343, + 0.01584693044424057, + 0.031601645052433014, + 0.1826619803905487, + 0.014234260655939579, + 0.018356960266828537, + 0.023397063836455345, + 0.06982939690351486 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.03810441493988037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02056782692670822 + ], + "opposite_logprob_tokens": [ + -3.8955678939819336 + ], + "logprob_reward": -0.02056782692670822, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02056782692670822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3566306233406067, + 0.049309685826301575, + 0.03435109555721283, + 0.037959985435009, + 0.05702627822756767, + 0.275366872549057, + 0.025791630148887634, + 0.04911477491259575, + 0.039074428379535675, + 0.07537461817264557 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.02056782692670822 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This low-angle, extreme close-up captures the massive drive wheel of a massive locomotive in breathtakingly high-speed slow motion, as the camera slowly tracks along it. Forged from heavy, dark steel, its surface smeared with oil and speckled with rust, the wheel slams violently against the polished, rain-soaked rail. It struggles agonizingly slowly to complete its rotation, its immense force causing it to slip and grind, sending a brilliant explosion of orange and yellow sparks flying from the point of contact. Water droplets clinging to the wheel's metal surface are atomized by the intense vibrations. In the background, the black crushed stone ballast of the track drenches and gleams in the diffuse gray light of an overcast sky. The entire scene, immersed in a cool, monochromatic palette of industrial grays and blacks, creates an atmosphere of tension and power, a raw, mechanical struggle against immense physical resistance.", + "seed": 15361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_13/index_2570_seed_15361_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02642018124461174, + "vlm_logprob": -0.02642018124461174, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02642018124461174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05707796290516853 + ], + "opposite_logprob_tokens": [ + -2.9320778846740723 + ], + "logprob_reward": -0.05707796290516853, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05707796290516853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12938500940799713, + 0.047783635556697845, + 0.35570091009140015, + 0.07812181860208511, + 0.050600335001945496, + 0.0516105554997921, + 0.07373794168233871, + 0.09220083802938461, + 0.051091380417346954, + 0.0697675570845604 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.05707796290516853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086766608059406 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086766608059406, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086766608059406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15243199467658997, + 0.06341592222452164, + 0.15061922371387482, + 0.07725358009338379, + 0.07477375864982605, + 0.048203401267528534, + 0.10813559591770172, + 0.18388858437538147, + 0.05609817057847977, + 0.08517984300851822 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.011086766608059406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253438837826252 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253438837826252, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253438837826252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06080213934183121, + 0.0783393457531929, + 0.4520048499107361, + 0.05050811171531677, + 0.0305523332208395, + 0.046914923936128616, + 0.0955691784620285, + 0.09940586984157562, + 0.027469452470541, + 0.05843379348516464 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.005253438837826252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811175748705864 + ], + "opposite_logprob_tokens": [ + -3.288111686706543 + ], + "logprob_reward": -0.03811175748705864, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811175748705864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07645337283611298, + 0.048172298818826675, + 0.16694119572639465, + 0.04510897770524025, + 0.04672887548804283, + 0.08480049669742584, + 0.33988359570503235, + 0.12617342174053192, + 0.025810206308960915, + 0.03992750495672226 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.03811175748705864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057098038494587 + ], + "opposite_logprob_tokens": [ + -3.895570993423462 + ], + "logprob_reward": -0.02057098038494587, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057098038494587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16439089179039001, + 0.10215296596288681, + 0.2522127330303192, + 0.0632118359208107, + 0.038516413420438766, + 0.06757798045873642, + 0.04779402166604996, + 0.12434223294258118, + 0.04171197861433029, + 0.09808895736932755 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.02057098038494587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This low-angle, extreme close-up captures the massive drive wheel of a massive locomotive in breathtakingly high-speed slow motion, as the camera slowly tracks along it. Forged from heavy, dark steel, its surface smeared with oil and speckled with rust, the wheel slams violently against the polished, rain-soaked rail. It struggles agonizingly slowly to complete its rotation, its immense force causing it to slip and grind, sending a brilliant explosion of orange and yellow sparks flying from the point of contact. Water droplets clinging to the wheel's metal surface are atomized by the intense vibrations. In the background, the black crushed stone ballast of the track drenches and gleams in the diffuse gray light of an overcast sky. The entire scene, immersed in a cool, monochromatic palette of industrial grays and blacks, creates an atmosphere of tension and power, a raw, mechanical struggle against immense physical resistance.", + "seed": 15362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_13/index_2570_seed_15362_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02769864983856678, + "vlm_logprob": -0.02769864983856678, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.02769864983856678, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036482568830251694 + ], + "opposite_logprob_tokens": [ + -3.411482572555542 + ], + "logprob_reward": -0.036482568830251694, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036482568830251694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1816316395998001, + 0.09523876011371613, + 0.1601536124944687, + 0.09562594443559647, + 0.09992986917495728, + 0.0396469347178936, + 0.21048209071159363, + 0.025126133114099503, + 0.04824237897992134, + 0.04392262548208237 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.036482568830251694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747319363057613 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747319363057613, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747319363057613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15030774474143982, + 0.09830708056688309, + 0.21111954748630524, + 0.07693728059530258, + 0.07165643572807312, + 0.02843405120074749, + 0.13863098621368408, + 0.07759075611829758, + 0.0850888043642044, + 0.061927273869514465 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.006747319363057613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632143795490265 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632143795490265, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632143795490265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11882378160953522, + 0.13721857964992523, + 0.2223038226366043, + 0.07885700464248657, + 0.06861043721437454, + 0.036465246230363846, + 0.15290625393390656, + 0.0525243878364563, + 0.05317528173327446, + 0.07911521941423416 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.007632143795490265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899979501962662 + ], + "opposite_logprob_tokens": [ + -2.5789997577667236 + ], + "logprob_reward": -0.07899979501962662, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899979501962662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12882140278816223, + 0.08224355429410934, + 0.18975283205509186, + 0.18943287432193756, + 0.05488882213830948, + 0.05705180764198303, + 0.09660279005765915, + 0.042386386543512344, + 0.07193227112293243, + 0.08688721060752869 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.07899979501962662 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631422184407711 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631422184407711, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631422184407711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13837504386901855, + 0.07563275843858719, + 0.08766160160303116, + 0.23582790791988373, + 0.09711338579654694, + 0.05449299141764641, + 0.06291332095861435, + 0.0644339844584465, + 0.09932006150484085, + 0.08422896265983582 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.008631422184407711 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This low-angle, extreme close-up captures the massive drive wheel of a massive locomotive in breathtakingly high-speed slow motion, as the camera slowly tracks along it. Forged from heavy, dark steel, its surface smeared with oil and speckled with rust, the wheel slams violently against the polished, rain-soaked rail. It struggles agonizingly slowly to complete its rotation, its immense force causing it to slip and grind, sending a brilliant explosion of orange and yellow sparks flying from the point of contact. Water droplets clinging to the wheel's metal surface are atomized by the intense vibrations. In the background, the black crushed stone ballast of the track drenches and gleams in the diffuse gray light of an overcast sky. The entire scene, immersed in a cool, monochromatic palette of industrial grays and blacks, creates an atmosphere of tension and power, a raw, mechanical struggle against immense physical resistance.", + "seed": 15363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_13/index_2570_seed_15363_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02510356195271015, + "vlm_logprob": -0.02510356195271015, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02510356195271015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03197326138615608 + ], + "opposite_logprob_tokens": [ + -3.531973361968994 + ], + "logprob_reward": -0.03197326138615608, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03197326138615608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20332379639148712, + 0.05742814391851425, + 0.21082773804664612, + 0.12447269260883331, + 0.10305693000555038, + 0.11260124295949936, + 0.07853948324918747, + 0.031059538945555687, + 0.03707794472575188, + 0.04161250963807106 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.03197326138615608 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657541126012802 + ], + "opposite_logprob_tokens": [ + -4.758657455444336 + ], + "logprob_reward": -0.008657541126012802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657541126012802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3323756456375122, + 0.0510815866291523, + 0.28466296195983887, + 0.05247609317302704, + 0.04345003888010979, + 0.10782570391893387, + 0.015580455772578716, + 0.03313339129090309, + 0.04132695496082306, + 0.03808720409870148 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.008657541126012802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638868108391762 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638868108391762, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638868108391762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11222762614488602, + 0.058876048773527145, + 0.2712620198726654, + 0.07027251273393631, + 0.2133135348558426, + 0.12927259504795074, + 0.040259383618831635, + 0.04067567363381386, + 0.018249548971652985, + 0.04559096693992615 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.008638868108391762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062063299119472504 + ], + "opposite_logprob_tokens": [ + -2.812063217163086 + ], + "logprob_reward": -0.062063299119472504, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062063299119472504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27948305010795593, + 0.05613398551940918, + 0.20515964925289154, + 0.0685877799987793, + 0.058376744389534, + 0.124829962849617, + 0.03376423940062523, + 0.050319068133831024, + 0.04342694208025932, + 0.07991863042116165 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.062063299119472504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive locomotive drive wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking slowly along the wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wheel made of dark steel with visible oil smears and rust speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there orange and yellow sparks exploding from the contact point with the rain-soaked rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of black crushed stone ballast under a diffuse gray overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014184840023517609 + ], + "opposite_logprob_tokens": [ + -4.264184951782227 + ], + "logprob_reward": -0.014184840023517609, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014184840023517609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28502777218818665, + 0.091636061668396, + 0.1327253133058548, + 0.0460018664598465, + 0.15042702853679657, + 0.040224358439445496, + 0.051731571555137634, + 0.03971739113330841, + 0.04918254539370537, + 0.11332608759403229 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014184840023517609 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_14/index_tensor([6789, 6789])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_14/index_tensor([6789, 6789])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c6219f5c067657abc8141c8e296b0bad2f645279 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_14/index_tensor([6789, 6789])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This first-person point-of-view (RST) shot is captured from a camera mounted low on the bow of a vibrant red kayak, plunging headfirst into the churning rapids of a powerful river. Rendered in the style of high-speed nature photography, the entire scene captures the physics of motion and light with hyperreal clarity. The camera pitches and dips dramatically with each powerful surge of the water, angling downward into deep troughs and then slamming upward on foaming crests, conveying the immense, chaotic force of the current. Frozen in harsh, direct sunlight, each drop of water kicked up by the boat's bow appears as a crystalline, shimmering sphere, refracting light through the turbulent turquoise and white water like tiny prisms. The kayak is navigating a deep, sun-scorched canyon, flanked by towering, layered, reddish-orange sandstone walls rising vertically on either side. As the kayak surges forward, these ancient, weathered canyon walls blur past in a dazzling yet sharp spectacle of striped colors, creating a profound sense of speed and raw natural power that is both exhilarating and overwhelming.", + "seed": 17979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_14/index_6789_seed_17979_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02629223736003041, + "vlm_logprob": -0.02629223736003041, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.02629223736003041, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04480947181582451 + ], + "opposite_logprob_tokens": [ + -3.169809579849243 + ], + "logprob_reward": -0.04480947181582451, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04480947181582451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040369175374507904, + 0.7986699938774109, + 0.010479383170604706, + 0.023270241916179657, + 0.014705217443406582, + 0.014314362779259682, + 0.015334357507526875, + 0.021303176879882812, + 0.04711116477847099, + 0.014442907646298409 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.04480947181582451 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058534324169159 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.02058534324169159, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058534324169159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3458319306373596, + 0.10215116292238235, + 0.09191636741161346, + 0.11916682124137878, + 0.022696062922477722, + 0.011003212071955204, + 0.0479644238948822, + 0.03036092221736908, + 0.16053377091884613, + 0.06837525963783264 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.02058534324169159 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783178567886353 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783178567886353, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783178567886353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09782854467630386, + 0.8080956935882568, + 0.023201363161206245, + 0.010027894750237465, + 0.01004831399768591, + 0.011421982198953629, + 0.007469796575605869, + 0.00651194341480732, + 0.014719911850988865, + 0.01067459024488926 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009783178567886353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865625500679016 + ], + "opposite_logprob_tokens": [ + -3.0486562252044678 + ], + "logprob_reward": -0.04865625500679016, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865625500679016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03569097816944122, + 0.7843661904335022, + 0.014728599227964878, + 0.049078311771154404, + 0.006065448746085167, + 0.0054065268486738205, + 0.00999997928738594, + 0.04543132707476616, + 0.03770628198981285, + 0.011526407673954964 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.04865625500679016 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626938167959452 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007626938167959452, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626938167959452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05150506645441055, + 0.7676275372505188, + 0.011744285933673382, + 0.024994440376758575, + 0.019959835335612297, + 0.006948454305529594, + 0.014400681480765343, + 0.027808232232928276, + 0.052314404398202896, + 0.022696994245052338 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.007626938167959452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This first-person point-of-view (RST) shot is captured from a camera mounted low on the bow of a vibrant red kayak, plunging headfirst into the churning rapids of a powerful river. Rendered in the style of high-speed nature photography, the entire scene captures the physics of motion and light with hyperreal clarity. The camera pitches and dips dramatically with each powerful surge of the water, angling downward into deep troughs and then slamming upward on foaming crests, conveying the immense, chaotic force of the current. Frozen in harsh, direct sunlight, each drop of water kicked up by the boat's bow appears as a crystalline, shimmering sphere, refracting light through the turbulent turquoise and white water like tiny prisms. The kayak is navigating a deep, sun-scorched canyon, flanked by towering, layered, reddish-orange sandstone walls rising vertically on either side. As the kayak surges forward, these ancient, weathered canyon walls blur past in a dazzling yet sharp spectacle of striped colors, creating a profound sense of speed and raw natural power that is both exhilarating and overwhelming.", + "seed": 17980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_14/index_6789_seed_17980_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04249105919152498, + "vlm_logprob": -0.04249105919152498, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04249105919152498, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007789119146764278 + ], + "opposite_logprob_tokens": [ + -5.007789134979248 + ], + "logprob_reward": -0.007789119146764278, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007789119146764278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0782335102558136, + 0.02181204967200756, + 0.09541060775518417, + 0.054028186947107315, + 0.08379539102315903, + 0.04109390079975128, + 0.021790316328406334, + 0.05341335013508797, + 0.4943543076515198, + 0.056068360805511475 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.007789119146764278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896377891302109 + ], + "opposite_logprob_tokens": [ + -2.5789637565612793 + ], + "logprob_reward": -0.07896377891302109, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896377891302109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12123951315879822, + 0.1988925188779831, + 0.1008027195930481, + 0.01802610419690609, + 0.0693020150065422, + 0.032619502395391464, + 0.017078327015042305, + 0.02077755331993103, + 0.14235857129096985, + 0.27890312671661377 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.07896377891302109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809202089905739 + ], + "opposite_logprob_tokens": [ + -3.2880921363830566 + ], + "logprob_reward": -0.03809202089905739, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809202089905739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11245902627706528, + 0.14847075939178467, + 0.16346032917499542, + 0.036571796983480453, + 0.05850336700677872, + 0.042476072907447815, + 0.04168218746781349, + 0.06286515295505524, + 0.14081090688705444, + 0.19270047545433044 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.03809202089905739 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897280901670456 + ], + "opposite_logprob_tokens": [ + -2.578972816467285 + ], + "logprob_reward": -0.07897280901670456, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897280901670456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11353624612092972, + 0.0945143774151802, + 0.22512571513652802, + 0.04356948658823967, + 0.11033538728952408, + 0.06949149072170258, + 0.0583052784204483, + 0.033772628754377365, + 0.13855838775634766, + 0.1127910166978836 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.07897280901670456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637567982077599 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637567982077599, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637567982077599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11054821312427521, + 0.14211957156658173, + 0.0909532681107521, + 0.07164321094751358, + 0.15168282389640808, + 0.03508862480521202, + 0.0769304484128952, + 0.06411492824554443, + 0.10316462069749832, + 0.1537543088197708 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.008637567982077599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This first-person point-of-view (RST) shot is captured from a camera mounted low on the bow of a vibrant red kayak, plunging headfirst into the churning rapids of a powerful river. Rendered in the style of high-speed nature photography, the entire scene captures the physics of motion and light with hyperreal clarity. The camera pitches and dips dramatically with each powerful surge of the water, angling downward into deep troughs and then slamming upward on foaming crests, conveying the immense, chaotic force of the current. Frozen in harsh, direct sunlight, each drop of water kicked up by the boat's bow appears as a crystalline, shimmering sphere, refracting light through the turbulent turquoise and white water like tiny prisms. The kayak is navigating a deep, sun-scorched canyon, flanked by towering, layered, reddish-orange sandstone walls rising vertically on either side. As the kayak surges forward, these ancient, weathered canyon walls blur past in a dazzling yet sharp spectacle of striped colors, creating a profound sense of speed and raw natural power that is both exhilarating and overwhelming.", + "seed": 17981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_14/index_6789_seed_17981_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02466411404311657, + "vlm_logprob": -0.02466411404311657, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02466411404311657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01327779982239008 + ], + "opposite_logprob_tokens": [ + -4.388278007507324 + ], + "logprob_reward": -0.01327779982239008, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01327779982239008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18582573533058167, + 0.12795907258987427, + 0.16865898668766022, + 0.17755943536758423, + 0.06085418164730072, + 0.0606745146214962, + 0.07024135440587997, + 0.0244522076100111, + 0.04524733126163483, + 0.07852722704410553 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.01327779982239008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797164723277092 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.029797164723277092, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797164723277092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10502885282039642, + 0.09152838587760925, + 0.10022931545972824, + 0.10808180272579193, + 0.28072383999824524, + 0.051240235567092896, + 0.13322801887989044, + 0.04949779808521271, + 0.0354168526828289, + 0.04502497985959053 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.029797164723277092 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344336569309235 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344336569309235, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344336569309235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18574708700180054, + 0.1298297494649887, + 0.08756671845912933, + 0.07481208443641663, + 0.24354785680770874, + 0.060286909341812134, + 0.058191243559122086, + 0.04797578230500221, + 0.039029303938150406, + 0.07301320880651474 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.026344336569309235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865103214979172 + ], + "opposite_logprob_tokens": [ + -3.0486509799957275 + ], + "logprob_reward": -0.04865103214979172, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865103214979172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11609865725040436, + 0.2197931855916977, + 0.08911031484603882, + 0.04146287962794304, + 0.07547284662723541, + 0.06506486982107162, + 0.19023244082927704, + 0.04238814488053322, + 0.10927947610616684, + 0.05109720677137375 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.04865103214979172 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250236950814724 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250236950814724, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250236950814724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09393549710512161, + 0.2863195538520813, + 0.07073837518692017, + 0.03348184749484062, + 0.06580702215433121, + 0.03995968773961067, + 0.05939195305109024, + 0.059783127158880234, + 0.09019611030817032, + 0.20038683712482452 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.005250236950814724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This first-person point-of-view (RST) shot is captured from a camera mounted low on the bow of a vibrant red kayak, plunging headfirst into the churning rapids of a powerful river. Rendered in the style of high-speed nature photography, the entire scene captures the physics of motion and light with hyperreal clarity. The camera pitches and dips dramatically with each powerful surge of the water, angling downward into deep troughs and then slamming upward on foaming crests, conveying the immense, chaotic force of the current. Frozen in harsh, direct sunlight, each drop of water kicked up by the boat's bow appears as a crystalline, shimmering sphere, refracting light through the turbulent turquoise and white water like tiny prisms. The kayak is navigating a deep, sun-scorched canyon, flanked by towering, layered, reddish-orange sandstone walls rising vertically on either side. As the kayak surges forward, these ancient, weathered canyon walls blur past in a dazzling yet sharp spectacle of striped colors, creating a profound sense of speed and raw natural power that is both exhilarating and overwhelming.", + "seed": 17982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_14/index_6789_seed_17982_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015578500414267182, + "vlm_logprob": -0.015578500414267182, + "vlm_yes_no_margin": 4.549999952316284, + "vlm_token_credit": -0.015578500414267182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013901669532060623 + ], + "opposite_logprob_tokens": [ + -4.388901710510254 + ], + "logprob_reward": -0.013901669532060623, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013901669532060623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18281616270542145, + 0.05510098114609718, + 0.1326044499874115, + 0.04664650186896324, + 0.07199802249670029, + 0.09365728497505188, + 0.028225166723132133, + 0.08011966198682785, + 0.12337756901979446, + 0.18545415997505188 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.013901669532060623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188124522566795 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188124522566795, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188124522566795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18250927329063416, + 0.06595499813556671, + 0.09299731254577637, + 0.044927194714546204, + 0.071601003408432, + 0.11348919570446014, + 0.028820160776376724, + 0.16155965626239777, + 0.12809890508651733, + 0.1100422814488411 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.018188124522566795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21738258004188538, + 0.05148445814847946, + 0.08350818604230881, + 0.06279892474412918, + 0.12273917347192764, + 0.16403289139270782, + 0.03586743772029877, + 0.11184272170066833, + 0.0882396474480629, + 0.0621039941906929 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.004095263313502073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038094546645879745 + ], + "opposite_logprob_tokens": [ + -3.2880945205688477 + ], + "logprob_reward": -0.038094546645879745, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038094546645879745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09910916537046432, + 0.13859471678733826, + 0.06358706206083298, + 0.13119766116142273, + 0.06072074547410011, + 0.06885976344347, + 0.03234612196683884, + 0.059988439083099365, + 0.24786314368247986, + 0.09773322194814682 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.038094546645879745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a first-person point-of-view mounted on a vibrant red kayak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kayak navigating through churning rapids in a deep, sun-scorched canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are towering, layered, reddish-orange sandstone walls visible rising vertically on either side of the river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do water droplets kicked up by the bow appear as crystalline, shimmering spheres refracting light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pitch and dip dramatically with the water's surges, angling downward into troughs and upward on crests?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036128980573266745 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036128980573266745, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036128980573266745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10172554105520248, + 0.20475251972675323, + 0.07268273830413818, + 0.04359613358974457, + 0.08313725888729095, + 0.055284030735492706, + 0.04628648981451988, + 0.08703412115573883, + 0.19398751854896545, + 0.1115136370062828 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.0036128980573266745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_15/index_tensor([6468, 6468])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_15/index_tensor([6468, 6468])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..80664e152777656345a9cd4d5d9785a1c1678684 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_15/index_tensor([6468, 6468])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, bird's-eye view, taken from directly above, captures a tranquil lake, scattered across it by countless tiny, heart-shaped water chestnut leaves like hand-painted green sprites. Each leaf embodies a saturated, soft emerald green, with rounded edges and delicate veins visible. The water is crystal clear, a deep blue-green hue. Warm afternoon sunlight filters through the ripples, creating countless dancing, shimmering golden specks that resemble highlights in hand-drawn animation. The leaves sway slowly and rhythmically with the gentle rise and fall of the water, sometimes gently bobbing and sometimes spinning leisurely in place. The entire scene is imbued with the delicate, warm quality of a Ghibli animation, with vibrant, yet not glaring, colors creating a magical moment of profound tranquility, healing, and a touch of nostalgia.", + "seed": 25656, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_15/index_6468_seed_25656_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32039568200707436, + "vlm_logprob": -0.32039568200707436, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.32039568200707436, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6368935704231262 + ], + "opposite_logprob_tokens": [ + -0.7618935704231262 + ], + "logprob_reward": -0.6368935704231262, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6368935704231262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3549444079399109, + 0.05225197970867157, + 0.06363753229379654, + 0.06703310459852219, + 0.06944537162780762, + 0.020233500748872757, + 0.1081465557217598, + 0.04782015085220337, + 0.07975536584854126, + 0.13673198223114014 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.6368935704231262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329878881573677 + ], + "opposite_logprob_tokens": [ + -3.773298740386963 + ], + "logprob_reward": -0.02329878881573677, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329878881573677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40048542618751526, + 0.03745312988758087, + 0.058755941689014435, + 0.05416129529476166, + 0.034126654267311096, + 0.02647915855050087, + 0.049275193363428116, + 0.041822399944067, + 0.2319030612707138, + 0.06553775072097778 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02329878881573677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.89829421043396 + ], + "opposite_logprob_tokens": [ + -0.52329421043396 + ], + "logprob_reward": -0.89829421043396, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.89829421043396, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13575133681297302, + 0.11699336767196655, + 0.0811934694647789, + 0.050997450947761536, + 0.09772130846977234, + 0.04361636936664581, + 0.06511096656322479, + 0.04811173304915428, + 0.16151995956897736, + 0.1989840716123581 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.89829421043396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979604572057724 + ], + "opposite_logprob_tokens": [ + -4.634796142578125 + ], + "logprob_reward": -0.00979604572057724, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979604572057724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2889648377895355, + 0.09574291855096817, + 0.040736451745033264, + 0.07610124349594116, + 0.07403750717639923, + 0.03754187747836113, + 0.05995570495724678, + 0.06172512471675873, + 0.187099888920784, + 0.07809440791606903 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.00979604572057724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369579464197159 + ], + "opposite_logprob_tokens": [ + -3.408695697784424 + ], + "logprob_reward": -0.03369579464197159, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369579464197159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22395595908164978, + 0.14336687326431274, + 0.06536603718996048, + 0.04525245353579521, + 0.0658237636089325, + 0.038326676934957504, + 0.07560368627309799, + 0.02315218560397625, + 0.22396643459796906, + 0.09518591314554214 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.03369579464197159 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, bird's-eye view, taken from directly above, captures a tranquil lake, scattered across it by countless tiny, heart-shaped water chestnut leaves like hand-painted green sprites. Each leaf embodies a saturated, soft emerald green, with rounded edges and delicate veins visible. The water is crystal clear, a deep blue-green hue. Warm afternoon sunlight filters through the ripples, creating countless dancing, shimmering golden specks that resemble highlights in hand-drawn animation. The leaves sway slowly and rhythmically with the gentle rise and fall of the water, sometimes gently bobbing and sometimes spinning leisurely in place. The entire scene is imbued with the delicate, warm quality of a Ghibli animation, with vibrant, yet not glaring, colors creating a magical moment of profound tranquility, healing, and a touch of nostalgia.", + "seed": 25657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_15/index_6468_seed_25657_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26327828504145145, + "vlm_logprob": -0.26327828504145145, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.26327828504145145, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3923695385456085 + ], + "opposite_logprob_tokens": [ + -1.1423695087432861 + ], + "logprob_reward": -0.3923695385456085, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3923695385456085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5985096096992493, + 0.019592944532632828, + 0.025418614968657494, + 0.16178661584854126, + 0.04092670604586601, + 0.018681136891245842, + 0.02038649469614029, + 0.03498451039195061, + 0.03807545080780983, + 0.041637953370809555 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.3923695385456085 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300768807530403 + ], + "opposite_logprob_tokens": [ + -3.773300886154175 + ], + "logprob_reward": -0.023300768807530403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300768807530403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3051738142967224, + 0.01592913828790188, + 0.012381779961287975, + 0.0561189129948616, + 0.0662558302283287, + 0.013328829780220985, + 0.009133906103670597, + 0.07634875178337097, + 0.015156102366745472, + 0.4301728904247284 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.023300768807530403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261250257492065 + ], + "opposite_logprob_tokens": [ + -0.5761250257492065 + ], + "logprob_reward": -0.8261250257492065, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261250257492065, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31549718976020813, + 0.06806834787130356, + 0.07319765537977219, + 0.03647726774215698, + 0.047358520328998566, + 0.019804179668426514, + 0.09100649505853653, + 0.056688595563173294, + 0.10695445537567139, + 0.18494731187820435 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.8261250257492065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255195215344429 + ], + "opposite_logprob_tokens": [ + -4.387551784515381 + ], + "logprob_reward": -0.01255195215344429, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255195215344429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4507386386394501, + 0.022730322554707527, + 0.017023954540491104, + 0.028550127521157265, + 0.07179218530654907, + 0.016377244144678116, + 0.034227803349494934, + 0.023193465545773506, + 0.09182216972112656, + 0.2435440570116043 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01255195215344429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062044139951467514 + ], + "opposite_logprob_tokens": [ + -2.812044143676758 + ], + "logprob_reward": -0.062044139951467514, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062044139951467514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35586631298065186, + 0.09241127967834473, + 0.05084396153688431, + 0.05528099089860916, + 0.1299898475408554, + 0.025815309956669807, + 0.08627290278673172, + 0.062444429844617844, + 0.07535624504089355, + 0.06571874767541885 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.062044139951467514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, bird's-eye view, taken from directly above, captures a tranquil lake, scattered across it by countless tiny, heart-shaped water chestnut leaves like hand-painted green sprites. Each leaf embodies a saturated, soft emerald green, with rounded edges and delicate veins visible. The water is crystal clear, a deep blue-green hue. Warm afternoon sunlight filters through the ripples, creating countless dancing, shimmering golden specks that resemble highlights in hand-drawn animation. The leaves sway slowly and rhythmically with the gentle rise and fall of the water, sometimes gently bobbing and sometimes spinning leisurely in place. The entire scene is imbued with the delicate, warm quality of a Ghibli animation, with vibrant, yet not glaring, colors creating a magical moment of profound tranquility, healing, and a touch of nostalgia.", + "seed": 25658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_15/index_6468_seed_25658_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08803934995085001, + "vlm_logprob": -0.08803934995085001, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.08803934995085001, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23145291209220886 + ], + "opposite_logprob_tokens": [ + -1.6064529418945312 + ], + "logprob_reward": -0.23145291209220886, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23145291209220886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13714945316314697, + 0.275100439786911, + 0.15309105813503265, + 0.04015572741627693, + 0.03187033161520958, + 0.07452664524316788, + 0.11191679537296295, + 0.11170869320631027, + 0.033525485545396805, + 0.03095536306500435 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.23145291209220886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048676010221242905 + ], + "opposite_logprob_tokens": [ + -3.048676013946533 + ], + "logprob_reward": -0.048676010221242905, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048676010221242905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10604946315288544, + 0.10218469053506851, + 0.15828578174114227, + 0.06005145609378815, + 0.02844606339931488, + 0.33449164032936096, + 0.06833814084529877, + 0.06778710335493088, + 0.025182222947478294, + 0.04918350279331207 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.048676010221242905 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897556573152542 + ], + "opposite_logprob_tokens": [ + -2.5789756774902344 + ], + "logprob_reward": -0.07897556573152542, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897556573152542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09151554852724075, + 0.08156409114599228, + 0.09540017694234848, + 0.241950124502182, + 0.2003764510154724, + 0.040478114038705826, + 0.21645601093769073, + 0.014212477020919323, + 0.010044286027550697, + 0.008002745918929577 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.07897556573152542 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083112098276615 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083112098276615, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083112098276615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06850600242614746, + 0.2827604413032532, + 0.11948055028915405, + 0.034624382853507996, + 0.16817954182624817, + 0.08876805007457733, + 0.04333895072340965, + 0.08120416849851608, + 0.04417503625154495, + 0.06896281242370605 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.011083112098276615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000914961099625 + ], + "opposite_logprob_tokens": [ + -2.695009231567383 + ], + "logprob_reward": -0.07000914961099625, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000914961099625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07208895683288574, + 0.13932085037231445, + 0.07244639843702316, + 0.02455116994678974, + 0.04321190342307091, + 0.3442254662513733, + 0.11095456033945084, + 0.08475535362958908, + 0.02744912914931774, + 0.08099628239870071 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.07000914961099625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, bird's-eye view, taken from directly above, captures a tranquil lake, scattered across it by countless tiny, heart-shaped water chestnut leaves like hand-painted green sprites. Each leaf embodies a saturated, soft emerald green, with rounded edges and delicate veins visible. The water is crystal clear, a deep blue-green hue. Warm afternoon sunlight filters through the ripples, creating countless dancing, shimmering golden specks that resemble highlights in hand-drawn animation. The leaves sway slowly and rhythmically with the gentle rise and fall of the water, sometimes gently bobbing and sometimes spinning leisurely in place. The entire scene is imbued with the delicate, warm quality of a Ghibli animation, with vibrant, yet not glaring, colors creating a magical moment of profound tranquility, healing, and a touch of nostalgia.", + "seed": 25659, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_15/index_6468_seed_25659_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2342379244044423, + "vlm_logprob": -0.2342379244044423, + "vlm_yes_no_margin": 2.099999988079071, + "vlm_token_credit": -0.2342379244044423, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32259804010391235 + ], + "opposite_logprob_tokens": [ + -1.3225979804992676 + ], + "logprob_reward": -0.32259804010391235, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.32259804010391235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1662232130765915, + 0.05299743637442589, + 0.06719450652599335, + 0.07717292755842209, + 0.43239545822143555, + 0.017177339643239975, + 0.08295223116874695, + 0.013809772208333015, + 0.03876924887299538, + 0.051307931542396545 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.32259804010391235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899175584316254 + ], + "opposite_logprob_tokens": [ + -2.578991651535034 + ], + "logprob_reward": -0.07899175584316254, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899175584316254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15072637796401978, + 0.10818012058734894, + 0.056266576051712036, + 0.061278000473976135, + 0.31660231947898865, + 0.04759782552719116, + 0.07552468031644821, + 0.08418316394090652, + 0.02291654236614704, + 0.07672444730997086 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.07899175584316254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933317184448242 + ], + "opposite_logprob_tokens": [ + -0.6933317184448242 + ], + "logprob_reward": -0.6933317184448242, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933317184448242, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2810885012149811, + 0.038931842893362045, + 0.02662559226155281, + 0.0610954575240612, + 0.2569648027420044, + 0.033466797322034836, + 0.09158539026975632, + 0.03924672678112984, + 0.13862262666225433, + 0.032372284680604935 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.6933317184448242 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214222319424152 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014214222319424152, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214222319424152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10613776743412018, + 0.0450628437101841, + 0.06371020525693893, + 0.05187738314270973, + 0.6031678915023804, + 0.016265632584691048, + 0.01684674620628357, + 0.028639446943998337, + 0.032279182225465775, + 0.03601286932826042 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.014214222319424152 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static bird's-eye view directly above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the water chestnut leaves shaped like hearts and colored saturated emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water crystal clear with a deep blue-green hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway slowly and rhythmically with the water, sometimes bobbing or spinning in place?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit the visual style of a Ghibli animation with warm, vibrant, non-glaring colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205388531088829 + ], + "opposite_logprob_tokens": [ + -2.812053918838501 + ], + "logprob_reward": -0.06205388531088829, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205388531088829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13633699715137482, + 0.06723402440547943, + 0.06541626155376434, + 0.07327635586261749, + 0.30280885100364685, + 0.08933836966753006, + 0.13416188955307007, + 0.060691382735967636, + 0.04305868595838547, + 0.02767718955874443 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.06205388531088829 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_2/index_tensor([6484, 6484])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_2/index_tensor([6484, 6484])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aad34a00a51b5ec2d6fd509af35f00f598235dd7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_2/index_tensor([6484, 6484])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows an ancient four-wheeled carriage as it gallops along a muddy, rain-soaked dirt road. Two sturdy, dark brown horses, their muscles bulging, white, hot air emanating from their nostrils, strain to pull the carriage. The driver, wearing a worn black felt hat and a coarse cloth cape, grips the frayed leather reins tightly, his body swaying back and forth with the carriage's violent jolts, his face a look of focused determination. The carriage's body is constructed of dark, weathered wood, covered in scratches and caked mud. Its massive wooden wheels are rimmed with crude iron hoops. As the carriage races forward, each revolution of the wheels violently crushes the muddy, puddled road, sending large splatters of dark brown mud mixed with grass scraps flying high to the rear and sides. Some of the mud even splashes onto the camera, momentarily blurring the image. Under the diffuse light of the gloomy evening, the entire scene is dominated by dark brown, gray and earthy ochre tones, creating a sense of tension, urgency, primitive movement and a wild atmosphere of breaking free from constraints.", + "seed": 31645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_2/index_6484_seed_31645_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02564645684324205, + "vlm_logprob": -0.02564645684324205, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.02564645684324205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022759880870580673 + ], + "opposite_logprob_tokens": [ + -4.147759914398193 + ], + "logprob_reward": -0.022759880870580673, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.022759880870580673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08544351905584335, + 0.10842213779687881, + 0.042545441538095474, + 0.22304753959178925, + 0.04863213747739792, + 0.06755389273166656, + 0.1543189436197281, + 0.07281137257814407, + 0.07514777779579163, + 0.12207730114459991 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.022759880870580673 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497945845127106 + ], + "opposite_logprob_tokens": [ + -2.9299795627593994 + ], + "logprob_reward": -0.05497945845127106, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497945845127106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2477874606847763, + 0.24777264893054962, + 0.10592623800039291, + 0.0561760812997818, + 0.0619291290640831, + 0.04565268009901047, + 0.04563707485795021, + 0.053883571177721024, + 0.05435768887400627, + 0.08087743818759918 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.05497945845127106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207790330052376 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018207790330052376, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207790330052376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07643083482980728, + 0.06898326426744461, + 0.24793536961078644, + 0.07468057423830032, + 0.05359899252653122, + 0.13994111120700836, + 0.059639833867549896, + 0.07827232778072357, + 0.07601916790008545, + 0.12449853867292404 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.018207790330052376 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002486948622390628 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.002486948622390628, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002486948622390628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10871072858572006, + 0.32725510001182556, + 0.053893350064754486, + 0.08413180708885193, + 0.06999140977859497, + 0.06438019871711731, + 0.06921163946390152, + 0.07225029915571213, + 0.03335145488381386, + 0.11682399362325668 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.002486948622390628 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798205941915512 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798205941915512, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798205941915512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11138052493333817, + 0.09515304118394852, + 0.027305174618959427, + 0.1887841373682022, + 0.0269778985530138, + 0.04989447817206383, + 0.09310302138328552, + 0.11106351017951965, + 0.12425770610570908, + 0.17208050191402435 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.029798205941915512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows an ancient four-wheeled carriage as it gallops along a muddy, rain-soaked dirt road. Two sturdy, dark brown horses, their muscles bulging, white, hot air emanating from their nostrils, strain to pull the carriage. The driver, wearing a worn black felt hat and a coarse cloth cape, grips the frayed leather reins tightly, his body swaying back and forth with the carriage's violent jolts, his face a look of focused determination. The carriage's body is constructed of dark, weathered wood, covered in scratches and caked mud. Its massive wooden wheels are rimmed with crude iron hoops. As the carriage races forward, each revolution of the wheels violently crushes the muddy, puddled road, sending large splatters of dark brown mud mixed with grass scraps flying high to the rear and sides. Some of the mud even splashes onto the camera, momentarily blurring the image. Under the diffuse light of the gloomy evening, the entire scene is dominated by dark brown, gray and earthy ochre tones, creating a sense of tension, urgency, primitive movement and a wild atmosphere of breaking free from constraints.", + "seed": 31646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_2/index_6484_seed_31646_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01773047004826367, + "vlm_logprob": -0.01773047004826367, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.01773047004826367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025014692917466164 + ], + "opposite_logprob_tokens": [ + -4.400014877319336 + ], + "logprob_reward": -0.025014692917466164, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.025014692917466164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14349937438964844, + 0.07543782889842987, + 0.09257940202951431, + 0.05934741720557213, + 0.02459479682147503, + 0.03174630180001259, + 0.058976057916879654, + 0.06782414764165878, + 0.3201741576194763, + 0.12582054734230042 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.025014692917466164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033723801374435425 + ], + "opposite_logprob_tokens": [ + -3.408723831176758 + ], + "logprob_reward": -0.033723801374435425, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033723801374435425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19781434535980225, + 0.1840234249830246, + 0.10487854480743408, + 0.049330342561006546, + 0.02532576024532318, + 0.027204135432839394, + 0.1553518921136856, + 0.045934874564409256, + 0.16935227811336517, + 0.04078437015414238 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.033723801374435425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979415699839592 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.00979415699839592, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979415699839592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20420438051223755, + 0.06024674326181412, + 0.08165126293897629, + 0.09138046205043793, + 0.045795608311891556, + 0.031450897455215454, + 0.09337959438562393, + 0.158652201294899, + 0.18728214502334595, + 0.04595664143562317 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.00979415699839592 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001938013592734933 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.001938013592734933, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001938013592734933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08231150358915329, + 0.028306761756539345, + 0.022340787574648857, + 0.028383908793330193, + 0.01585192047059536, + 0.013112278655171394, + 0.08693613111972809, + 0.14575093984603882, + 0.5143899321556091, + 0.06261584162712097 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.001938013592734933 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181685358285904 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181685358285904, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181685358285904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09523698687553406, + 0.12493102997541428, + 0.03398456424474716, + 0.11550606042146683, + 0.04429018497467041, + 0.04764827713370323, + 0.14304731786251068, + 0.10881056636571884, + 0.24950295686721802, + 0.03704207018017769 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.018181685358285904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows an ancient four-wheeled carriage as it gallops along a muddy, rain-soaked dirt road. Two sturdy, dark brown horses, their muscles bulging, white, hot air emanating from their nostrils, strain to pull the carriage. The driver, wearing a worn black felt hat and a coarse cloth cape, grips the frayed leather reins tightly, his body swaying back and forth with the carriage's violent jolts, his face a look of focused determination. The carriage's body is constructed of dark, weathered wood, covered in scratches and caked mud. Its massive wooden wheels are rimmed with crude iron hoops. As the carriage races forward, each revolution of the wheels violently crushes the muddy, puddled road, sending large splatters of dark brown mud mixed with grass scraps flying high to the rear and sides. Some of the mud even splashes onto the camera, momentarily blurring the image. Under the diffuse light of the gloomy evening, the entire scene is dominated by dark brown, gray and earthy ochre tones, creating a sense of tension, urgency, primitive movement and a wild atmosphere of breaking free from constraints.", + "seed": 31647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_2/index_6484_seed_31647_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016388845769688486, + "vlm_logprob": -0.016388845769688486, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.016388845769688486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02277631126344204 + ], + "opposite_logprob_tokens": [ + -4.272776126861572 + ], + "logprob_reward": -0.02277631126344204, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.02277631126344204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2538406252861023, + 0.05493054911494255, + 0.025405822321772575, + 0.03320265933871269, + 0.03595145419239998, + 0.21479758620262146, + 0.0844573974609375, + 0.0670974999666214, + 0.04570454731583595, + 0.18461190164089203 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.02277631126344204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817644506692886 + ], + "opposite_logprob_tokens": [ + -3.529817581176758 + ], + "logprob_reward": -0.029817644506692886, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817644506692886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20487867295742035, + 0.040206559002399445, + 0.057600077241659164, + 0.046632613986730576, + 0.036166053265333176, + 0.02279634028673172, + 0.037947796285152435, + 0.029616203159093857, + 0.036218754947185516, + 0.48793691396713257 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.029817644506692886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083383932709694 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.016083383932709694, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083383932709694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06135579198598862, + 0.052105363458395004, + 0.019704949110746384, + 0.017953846603631973, + 0.08062759786844254, + 0.05375588312745094, + 0.11574168503284454, + 0.0130168367177248, + 0.027777740731835365, + 0.5579603314399719 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.016083383932709694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219533103518188 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.00219533103518188, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219533103518188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07164879143238068, + 0.018686208873987198, + 0.016153108328580856, + 0.019174691289663315, + 0.050429243594408035, + 0.2167353630065918, + 0.08324413001537323, + 0.18462306261062622, + 0.057778891175985336, + 0.2815265357494354 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.00219533103518188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071558110415936 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071558110415936, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071558110415936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02354658581316471, + 0.004618517123162746, + 0.005094399210065603, + 0.005864834412932396, + 0.007307368330657482, + 0.01860777661204338, + 0.05098975449800491, + 0.02133677341043949, + 0.008869889192283154, + 0.8537641167640686 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.011071558110415936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows an ancient four-wheeled carriage as it gallops along a muddy, rain-soaked dirt road. Two sturdy, dark brown horses, their muscles bulging, white, hot air emanating from their nostrils, strain to pull the carriage. The driver, wearing a worn black felt hat and a coarse cloth cape, grips the frayed leather reins tightly, his body swaying back and forth with the carriage's violent jolts, his face a look of focused determination. The carriage's body is constructed of dark, weathered wood, covered in scratches and caked mud. Its massive wooden wheels are rimmed with crude iron hoops. As the carriage races forward, each revolution of the wheels violently crushes the muddy, puddled road, sending large splatters of dark brown mud mixed with grass scraps flying high to the rear and sides. Some of the mud even splashes onto the camera, momentarily blurring the image. Under the diffuse light of the gloomy evening, the entire scene is dominated by dark brown, gray and earthy ochre tones, creating a sense of tension, urgency, primitive movement and a wild atmosphere of breaking free from constraints.", + "seed": 31648, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_2/index_6484_seed_31648_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0413683167193085, + "vlm_logprob": -0.0413683167193085, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.0413683167193085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07156113535165787 + ], + "opposite_logprob_tokens": [ + -2.821561098098755 + ], + "logprob_reward": -0.07156113535165787, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07156113535165787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11450444906949997, + 0.03882382810115814, + 0.12448237091302872, + 0.06941197067499161, + 0.09249885380268097, + 0.047712069004774094, + 0.2092500627040863, + 0.05879911035299301, + 0.0571153461933136, + 0.1874019354581833 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.07156113535165787 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906901627779007 + ], + "opposite_logprob_tokens": [ + -2.464069128036499 + ], + "logprob_reward": -0.08906901627779007, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906901627779007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10315144062042236, + 0.06497393548488617, + 0.15101070702075958, + 0.060725267976522446, + 0.11398369073867798, + 0.04439184442162514, + 0.17361105978488922, + 0.0917365774512291, + 0.07300244271755219, + 0.1234130784869194 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.08906901627779007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014217865653336048 + ], + "opposite_logprob_tokens": [ + -4.264217853546143 + ], + "logprob_reward": -0.014217865653336048, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014217865653336048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11773250997066498, + 0.05746594816446304, + 0.1867201030254364, + 0.07023479044437408, + 0.055060792714357376, + 0.08035364747047424, + 0.07094878703355789, + 0.24400337040424347, + 0.03566037490963936, + 0.08181969821453094 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.014217865653336048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021964015904814005 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.0021964015904814005, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021964015904814005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20258836448192596, + 0.03330865502357483, + 0.08178532123565674, + 0.046061817556619644, + 0.03356282413005829, + 0.06684833765029907, + 0.11043290048837662, + 0.3054288625717163, + 0.04407425597310066, + 0.07590863853693008 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0021964015904814005 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle perspective following a four-wheeled carriage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two dark brown horses pulling the carriage with visible bulging muscles and steam emanating from their nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the driver wearing a worn black felt hat and a coarse cloth cape while gripping frayed leather reins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the carriage constructed of dark, weathered wood with massive wooden wheels rimmed with crude iron hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience moments of blurring caused by mud splashing onto it as the carriage races forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797164723277092 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.029797164723277092, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797164723277092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11929934471845627, + 0.06439336389303207, + 0.08154796063899994, + 0.05607610568404198, + 0.03789331763982773, + 0.06720872223377228, + 0.17053061723709106, + 0.13448072969913483, + 0.10822548717260361, + 0.16034430265426636 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.029797164723277092 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_3/index_tensor([3667, 3667])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_3/index_tensor([3667, 3667])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..28b7886a7688113b421282bec6ad9bb471e39014 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_3/index_tensor([3667, 3667])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunningly close-up, static shot, under Roger Deakins' signature strong sidelight, a pair of weathered hands delicately twist a few flat, emerald-green leaves of West Lake Longjing tea. This precise, focused light, cast from the left side of the frame, sculpts the contours of the knuckles and the fine wrinkles of the skin, while sharply illuminating the spiral veins of the fingertips. As the tea leaves are gently twisted between the fingers, light penetrates the thin leaves, revealing their veins and creating an almost translucent jade-like texture. The extremely shallow depth of field completely blurs the background, softening it into a deep, serene dark palette, focusing the entire visual focus on these experienced hands and the fresh leaves. The intense contrast of light and dark creates an atmosphere of concentration, tranquility, and ritual. Every subtle movement appears steady and deliberate, imbued with a reverence for nature.", + "seed": 25633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_3/index_3667_seed_25633_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2344841240439564, + "vlm_logprob": -0.2344841240439564, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.2344841240439564, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036286956164985895 + ], + "opposite_logprob_tokens": [ + -5.753628730773926 + ], + "logprob_reward": -0.0036286956164985895, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0036286956164985895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3303181231021881, + 0.08536853641271591, + 0.05691676214337349, + 0.08053502440452576, + 0.03873454034328461, + 0.037755053490400314, + 0.1381903886795044, + 0.050987839698791504, + 0.03329092636704445, + 0.14790280163288116 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0036286956164985895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864796806126833 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.00864796806126833, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864796806126833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1010250449180603, + 0.07532645016908646, + 0.08125298470258713, + 0.3607436716556549, + 0.12352153658866882, + 0.05458742007613182, + 0.04871847480535507, + 0.07070136070251465, + 0.03712652996182442, + 0.04699648916721344 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.00864796806126833 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030514746904373 + ], + "opposite_logprob_tokens": [ + -2.3503050804138184 + ], + "logprob_reward": -0.10030514746904373, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030514746904373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1130271703004837, + 0.09414712339639664, + 0.13354884088039398, + 0.05882494896650314, + 0.12115184217691422, + 0.06085469201207161, + 0.2232954502105713, + 0.047593481838703156, + 0.0896674320101738, + 0.057889048010110855 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.10030514746904373 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948103964328766 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005948103964328766, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948103964328766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09843448549509048, + 0.21176201105117798, + 0.17740145325660706, + 0.15875443816184998, + 0.03488684073090553, + 0.10205268859863281, + 0.09211800247430801, + 0.034129709005355835, + 0.05187071114778519, + 0.038589660078287125 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.005948103964328766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538907051086426 + ], + "opposite_logprob_tokens": [ + -0.4288907051086426 + ], + "logprob_reward": -1.0538907051086426, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538907051086426, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.059369467198848724, + 0.048807404935359955, + 0.09196857362985611, + 0.41751763224601746, + 0.031031200662255287, + 0.09361162036657333, + 0.10307736694812775, + 0.04074450954794884, + 0.043451130390167236, + 0.07042107731103897 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -1.0538907051086426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a stunningly close-up, static shot, under Roger Deakins' signature strong sidelight, a pair of weathered hands delicately twist a few flat, emerald-green leaves of West Lake Longjing tea. This precise, focused light, cast from the left side of the frame, sculpts the contours of the knuckles and the fine wrinkles of the skin, while sharply illuminating the spiral veins of the fingertips. As the tea leaves are gently twisted between the fingers, light penetrates the thin leaves, revealing their veins and creating an almost translucent jade-like texture. The extremely shallow depth of field completely blurs the background, softening it into a deep, serene dark palette, focusing the entire visual focus on these experienced hands and the fresh leaves. The intense contrast of light and dark creates an atmosphere of concentration, tranquility, and ritual. Every subtle movement appears steady and deliberate, imbued with a reverence for nature.", + "seed": 25634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_3/index_3667_seed_25634_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08937198957428336, + "vlm_logprob": -0.08937198957428336, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.08937198957428336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011468791402876377 + ], + "opposite_logprob_tokens": [ + -4.511468887329102 + ], + "logprob_reward": -0.011468791402876377, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011468791402876377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09720636904239655, + 0.07828045636415482, + 0.10922184586524963, + 0.06040754169225693, + 0.233430415391922, + 0.06836449354887009, + 0.053281836211681366, + 0.16364797949790955, + 0.05476575717329979, + 0.081393301486969 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.011468791402876377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658604696393013 + ], + "opposite_logprob_tokens": [ + -4.758658409118652 + ], + "logprob_reward": -0.008658604696393013, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658604696393013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1924104541540146, + 0.06941907107830048, + 0.14203546941280365, + 0.11867830157279968, + 0.09037908911705017, + 0.15951767563819885, + 0.04465624317526817, + 0.0718616470694542, + 0.04904581978917122, + 0.0619962215423584 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.008658604696393013 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371031582355499 + ], + "opposite_logprob_tokens": [ + -3.408710241317749 + ], + "logprob_reward": -0.03371031582355499, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371031582355499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21203628182411194, + 0.12940537929534912, + 0.1411154568195343, + 0.0569763220846653, + 0.09230674803256989, + 0.2532075047492981, + 0.03171737864613533, + 0.03131940960884094, + 0.02823895774781704, + 0.023676622658967972 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.03371031582355499 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059498813934624195 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.0059498813934624195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059498813934624195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19270968437194824, + 0.08548125624656677, + 0.16548508405685425, + 0.06537749618291855, + 0.03973226249217987, + 0.35961785912513733, + 0.018006935715675354, + 0.043013542890548706, + 0.014018004760146141, + 0.016557812690734863 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0059498813934624195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707235455513 + ], + "opposite_logprob_tokens": [ + -1.1370723247528076 + ], + "logprob_reward": -0.38707235455513, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707235455513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11858721077442169, + 0.09346655756235123, + 0.18669654428958893, + 0.07611437886953354, + 0.09778296202421188, + 0.2639658451080322, + 0.0227998998016119, + 0.05771728232502937, + 0.028639569878578186, + 0.054229747503995895 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.38707235455513 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunningly close-up, static shot, under Roger Deakins' signature strong sidelight, a pair of weathered hands delicately twist a few flat, emerald-green leaves of West Lake Longjing tea. This precise, focused light, cast from the left side of the frame, sculpts the contours of the knuckles and the fine wrinkles of the skin, while sharply illuminating the spiral veins of the fingertips. As the tea leaves are gently twisted between the fingers, light penetrates the thin leaves, revealing their veins and creating an almost translucent jade-like texture. The extremely shallow depth of field completely blurs the background, softening it into a deep, serene dark palette, focusing the entire visual focus on these experienced hands and the fresh leaves. The intense contrast of light and dark creates an atmosphere of concentration, tranquility, and ritual. Every subtle movement appears steady and deliberate, imbued with a reverence for nature.", + "seed": 25635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_3/index_3667_seed_25635_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1340768669731915, + "vlm_logprob": -0.1340768669731915, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.1340768669731915, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004656542558223009 + ], + "opposite_logprob_tokens": [ + -5.5046563148498535 + ], + "logprob_reward": -0.004656542558223009, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004656542558223009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13547775149345398, + 0.06870559602975845, + 0.07292003929615021, + 0.037039510905742645, + 0.45262572169303894, + 0.05480878800153732, + 0.045727282762527466, + 0.03759320452809334, + 0.05628790333867073, + 0.03881422430276871 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.004656542558223009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960072390735149 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960072390735149, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960072390735149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0697311982512474, + 0.13208889961242676, + 0.11297833174467087, + 0.06528157740831375, + 0.36095425486564636, + 0.0529581755399704, + 0.024864662438631058, + 0.038824837654829025, + 0.10727435350418091, + 0.03504371643066406 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.005960072390735149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789870172739029 + ], + "opposite_logprob_tokens": [ + -2.5789871215820312 + ], + "logprob_reward": -0.0789870172739029, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789870172739029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23856620490550995, + 0.08068791776895523, + 0.14578016102313995, + 0.07611338049173355, + 0.10778273642063141, + 0.12559108436107635, + 0.038782842457294464, + 0.0641312450170517, + 0.04027032479643822, + 0.0822940543293953 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.0789870172739029 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637676291167736 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637676291167736, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637676291167736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09085959941148758, + 0.03142431750893593, + 0.5359281897544861, + 0.16088663041591644, + 0.0666835680603981, + 0.044513165950775146, + 0.007716061547398567, + 0.024826740846037865, + 0.02381923235952854, + 0.013342478312551975 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.004637676291167736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761430263519287 + ], + "opposite_logprob_tokens": [ + -0.8261430263519287 + ], + "logprob_reward": -0.5761430263519287, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761430263519287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12144307792186737, + 0.08756721764802933, + 0.05799407884478569, + 0.10672241449356079, + 0.3874412775039673, + 0.06319830566644669, + 0.019327446818351746, + 0.08154860883951187, + 0.023073213174939156, + 0.051684409379959106 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.5761430263519287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunningly close-up, static shot, under Roger Deakins' signature strong sidelight, a pair of weathered hands delicately twist a few flat, emerald-green leaves of West Lake Longjing tea. This precise, focused light, cast from the left side of the frame, sculpts the contours of the knuckles and the fine wrinkles of the skin, while sharply illuminating the spiral veins of the fingertips. As the tea leaves are gently twisted between the fingers, light penetrates the thin leaves, revealing their veins and creating an almost translucent jade-like texture. The extremely shallow depth of field completely blurs the background, softening it into a deep, serene dark palette, focusing the entire visual focus on these experienced hands and the fresh leaves. The intense contrast of light and dark creates an atmosphere of concentration, tranquility, and ritual. Every subtle movement appears steady and deliberate, imbued with a reverence for nature.", + "seed": 25636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_3/index_3667_seed_25636_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10572584178298712, + "vlm_logprob": -0.10572584178298712, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.10572584178298712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004251608159393072 + ], + "opposite_logprob_tokens": [ + -5.629251480102539 + ], + "logprob_reward": -0.004251608159393072, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004251608159393072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17915792763233185, + 0.05412459746003151, + 0.03271199390292168, + 0.03218293562531471, + 0.04924631863832474, + 0.04914906993508339, + 0.051077697426080704, + 0.21066977083683014, + 0.2942001521587372, + 0.047479499131441116 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.004251608159393072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749332416802645 + ], + "opposite_logprob_tokens": [ + -5.006749153137207 + ], + "logprob_reward": -0.006749332416802645, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749332416802645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10590598732233047, + 0.17309296131134033, + 0.05037664249539375, + 0.0988701730966568, + 0.023477351292967796, + 0.04314425587654114, + 0.07047870010137558, + 0.28462421894073486, + 0.0780138149857521, + 0.07201596349477768 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.006749332416802645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035784780979156 + ], + "opposite_logprob_tokens": [ + -1.9103578329086304 + ], + "logprob_reward": -0.16035784780979156, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035784780979156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07807406783103943, + 0.04272396117448807, + 0.05753164365887642, + 0.024881990626454353, + 0.06127430871129036, + 0.03041870892047882, + 0.05238419398665428, + 0.14938998222351074, + 0.46890905499458313, + 0.03441204875707626 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.16035784780979156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636386133730412 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636386133730412, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636386133730412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10601817816495895, + 0.09202484041452408, + 0.05048377811908722, + 0.034600745886564255, + 0.050895288586616516, + 0.032203879207372665, + 0.07313767820596695, + 0.18808294832706451, + 0.3355451226234436, + 0.03700748085975647 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.008636386133730412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of weathered hands with visible knuckles and fine wrinkles visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are flat, emerald-green leaves resembling West Lake Longjing tea being twisted between the fingers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting strong sidelight coming from the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background extremely blurred with a deep, serene dark palette due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486340343952179 + ], + "opposite_logprob_tokens": [ + -1.2236340045928955 + ], + "logprob_reward": -0.3486340343952179, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486340343952179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0952204167842865, + 0.06164686754345894, + 0.02409283258020878, + 0.023306749761104584, + 0.03499334305524826, + 0.0384451188147068, + 0.08915110677480698, + 0.5178862810134888, + 0.09621529281139374, + 0.019042018800973892 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.3486340343952179 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_4/index_tensor([3469, 3469])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_4/index_tensor([3469, 3469])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a6a1cd6d0273bb010faba2b150db97536c9a862b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_4/index_tensor([3469, 3469])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, captured from a level angle, the camera held still, focuses on a vibrant red spider lily (Banana lily) swaying gently in the breeze. Its velvety scarlet petals curl gracefully back like ribbons, revealing dozens of slender, curving stamens radiating from the center. At the tip of each stamen hangs a shimmering, translucent dewdrop, shimmering like tiny diamonds in the soft, diffuse morning light. An imperceptible draft of air causes the entire flower to vibrate in a slow, rhythmic tremor, gently swaying the dewdrops on the stamens, capturing and refracting fleeting light. The incredibly shallow depth of field completely blurs the background, transforming it into a dreamy, soft patch of light composed of varying shades of green and earth tones, placing all visual focus on the flower's vitality. The entire picture is rich and saturated in color, creating a tranquil, focused and poetic atmosphere, as if time has frozen at this moment, just to show this brief and extreme beauty.", + "seed": 12729, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_4/index_3469_seed_12729_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05445210468024016, + "vlm_logprob": -0.05445210468024016, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.05445210468024016, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005897738970816135 + ], + "opposite_logprob_tokens": [ + -5.255897521972656 + ], + "logprob_reward": -0.005897738970816135, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005897738970816135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7586165070533752, + 0.014195170253515244, + 0.014581577852368355, + 0.016014402732253075, + 0.005928223021328449, + 0.018984930589795113, + 0.02679191529750824, + 0.1320701390504837, + 0.006054044701159, + 0.00676308898255229 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.005897738970816135 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007661127485334873 + ], + "opposite_logprob_tokens": [ + -4.88266134262085 + ], + "logprob_reward": -0.007661127485334873, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007661127485334873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6825422644615173, + 0.018063116818666458, + 0.015665821731090546, + 0.046340376138687134, + 0.0155302993953228, + 0.05145770311355591, + 0.05143359676003456, + 0.10373889654874802, + 0.00547915929928422, + 0.009748799726366997 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.007661127485334873 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255736779421568 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.01255736779421568, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255736779421568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6419098377227783, + 0.027118045836687088, + 0.017658114433288574, + 0.014817563816905022, + 0.011308901943266392, + 0.08512871712446213, + 0.032554201781749725, + 0.15030713379383087, + 0.007796041667461395, + 0.011401408351957798 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.01255736779421568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058989740908146 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.02058989740908146, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058989740908146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7730730772018433, + 0.02343263477087021, + 0.018611624836921692, + 0.0450211800634861, + 0.009263372980058193, + 0.044729627668857574, + 0.03615901991724968, + 0.0314837209880352, + 0.011717896908521652, + 0.006507742218673229 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.02058989740908146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555439174175262 + ], + "opposite_logprob_tokens": [ + -1.600554347038269 + ], + "logprob_reward": -0.22555439174175262, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555439174175262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43994852900505066, + 0.02774815261363983, + 0.03898412361741066, + 0.03212064132094383, + 0.04343419149518013, + 0.027204351499676704, + 0.07380324602127075, + 0.28268498182296753, + 0.0163017138838768, + 0.017770100384950638 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.22555439174175262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured from a level angle, the camera held still, focuses on a vibrant red spider lily (Banana lily) swaying gently in the breeze. Its velvety scarlet petals curl gracefully back like ribbons, revealing dozens of slender, curving stamens radiating from the center. At the tip of each stamen hangs a shimmering, translucent dewdrop, shimmering like tiny diamonds in the soft, diffuse morning light. An imperceptible draft of air causes the entire flower to vibrate in a slow, rhythmic tremor, gently swaying the dewdrops on the stamens, capturing and refracting fleeting light. The incredibly shallow depth of field completely blurs the background, transforming it into a dreamy, soft patch of light composed of varying shades of green and earth tones, placing all visual focus on the flower's vitality. The entire picture is rich and saturated in color, creating a tranquil, focused and poetic atmosphere, as if time has frozen at this moment, just to show this brief and extreme beauty.", + "seed": 12730, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_4/index_3469_seed_12730_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06733471313491464, + "vlm_logprob": -0.06733471313491464, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.06733471313491464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005278460215777159 + ], + "opposite_logprob_tokens": [ + -5.380278587341309 + ], + "logprob_reward": -0.005278460215777159, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005278460215777159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09804994612932205, + 0.11183976382017136, + 0.03322990611195564, + 0.09897812455892563, + 0.11339589953422546, + 0.04503443464636803, + 0.1549340784549713, + 0.21957482397556305, + 0.066358283162117, + 0.05860473960638046 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.005278460215777159 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012579851783812046 + ], + "opposite_logprob_tokens": [ + -4.387579917907715 + ], + "logprob_reward": -0.012579851783812046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012579851783812046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11399989575147629, + 0.31218695640563965, + 0.029058627784252167, + 0.047144483774900436, + 0.0429251454770565, + 0.1039464920759201, + 0.16113390028476715, + 0.10676305741071701, + 0.02793717011809349, + 0.054904256016016006 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.012579851783812046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211518689990044 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211518689990044, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211518689990044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10571204870939255, + 0.19949297606945038, + 0.016466598957777023, + 0.01791946403682232, + 0.060609765350818634, + 0.20884661376476288, + 0.19549281895160675, + 0.11061719059944153, + 0.030477724969387054, + 0.05436483770608902 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.014211518689990044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295411840081215 + ], + "opposite_logprob_tokens": [ + -3.7732954025268555 + ], + "logprob_reward": -0.023295411840081215, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295411840081215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09198937565088272, + 0.07038596272468567, + 0.02243431657552719, + 0.04325495660305023, + 0.24144306778907776, + 0.2742350697517395, + 0.1046154648065567, + 0.09686966985464096, + 0.028038227930665016, + 0.026733843609690666 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.023295411840081215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813083231449127 + ], + "opposite_logprob_tokens": [ + -1.4063082933425903 + ], + "logprob_reward": -0.2813083231449127, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813083231449127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08472645282745361, + 0.08688707649707794, + 0.024537302553653717, + 0.03213510662317276, + 0.09681223332881927, + 0.20577006042003632, + 0.34826236963272095, + 0.04168890789151192, + 0.03274867683649063, + 0.046431850641965866 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.2813083231449127 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured from a level angle, the camera held still, focuses on a vibrant red spider lily (Banana lily) swaying gently in the breeze. Its velvety scarlet petals curl gracefully back like ribbons, revealing dozens of slender, curving stamens radiating from the center. At the tip of each stamen hangs a shimmering, translucent dewdrop, shimmering like tiny diamonds in the soft, diffuse morning light. An imperceptible draft of air causes the entire flower to vibrate in a slow, rhythmic tremor, gently swaying the dewdrops on the stamens, capturing and refracting fleeting light. The incredibly shallow depth of field completely blurs the background, transforming it into a dreamy, soft patch of light composed of varying shades of green and earth tones, placing all visual focus on the flower's vitality. The entire picture is rich and saturated in color, creating a tranquil, focused and poetic atmosphere, as if time has frozen at this moment, just to show this brief and extreme beauty.", + "seed": 12731, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_4/index_3469_seed_12731_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06818413343280554, + "vlm_logprob": -0.06818413343280554, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.06818413343280554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018916912376880646 + ], + "opposite_logprob_tokens": [ + -4.018917083740234 + ], + "logprob_reward": -0.018916912376880646, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018916912376880646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19396960735321045, + 0.22396817803382874, + 0.11237938702106476, + 0.08345822989940643, + 0.20305736362934113, + 0.02608390711247921, + 0.01812831498682499, + 0.062455687671899796, + 0.04440266638994217, + 0.03209661319851875 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.018916912376880646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026401462033391 + ], + "opposite_logprob_tokens": [ + -3.6514015197753906 + ], + "logprob_reward": -0.026401462033391, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026401462033391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2040262371301651, + 0.15805427730083466, + 0.15014246106147766, + 0.1592172384262085, + 0.12738125026226044, + 0.01929548569023609, + 0.03701281175017357, + 0.09616086632013321, + 0.025165529921650887, + 0.023543894290924072 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.026401462033391 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372069075703621 + ], + "opposite_logprob_tokens": [ + -3.4087207317352295 + ], + "logprob_reward": -0.03372069075703621, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372069075703621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12456047534942627, + 0.20456840097904205, + 0.06916894763708115, + 0.12264896929264069, + 0.3130663335323334, + 0.040064308792352676, + 0.021432219073176384, + 0.06038898229598999, + 0.0320008359849453, + 0.012100507505238056 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.03372069075703621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794038720428944 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794038720428944, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794038720428944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10972598195075989, + 0.06442143768072128, + 0.06865125894546509, + 0.046875398606061935, + 0.1622014045715332, + 0.07468823343515396, + 0.13114099204540253, + 0.2192944586277008, + 0.06790368258953094, + 0.055097173899412155 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.009794038720428944 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520875632762909 + ], + "opposite_logprob_tokens": [ + -1.5020875930786133 + ], + "logprob_reward": -0.2520875632762909, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520875632762909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0987958088517189, + 0.11770692467689514, + 0.050082240253686905, + 0.06704612076282501, + 0.19688545167446136, + 0.1941996067762375, + 0.0811983048915863, + 0.1154499426484108, + 0.04018435999751091, + 0.03845125436782837 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.2520875632762909 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured from a level angle, the camera held still, focuses on a vibrant red spider lily (Banana lily) swaying gently in the breeze. Its velvety scarlet petals curl gracefully back like ribbons, revealing dozens of slender, curving stamens radiating from the center. At the tip of each stamen hangs a shimmering, translucent dewdrop, shimmering like tiny diamonds in the soft, diffuse morning light. An imperceptible draft of air causes the entire flower to vibrate in a slow, rhythmic tremor, gently swaying the dewdrops on the stamens, capturing and refracting fleeting light. The incredibly shallow depth of field completely blurs the background, transforming it into a dreamy, soft patch of light composed of varying shades of green and earth tones, placing all visual focus on the flower's vitality. The entire picture is rich and saturated in color, creating a tranquil, focused and poetic atmosphere, as if time has frozen at this moment, just to show this brief and extreme beauty.", + "seed": 12732, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_4/index_3469_seed_12732_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04971625469624996, + "vlm_logprob": -0.04971625469624996, + "vlm_yes_no_margin": 3.424999952316284, + "vlm_token_credit": -0.04971625469624996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024112774059176445 + ], + "opposite_logprob_tokens": [ + -3.7741127014160156 + ], + "logprob_reward": -0.024112774059176445, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024112774059176445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34063440561294556, + 0.07659077644348145, + 0.06062919646501541, + 0.041685447096824646, + 0.035952333360910416, + 0.14126050472259521, + 0.19016027450561523, + 0.027024146169424057, + 0.06611022353172302, + 0.01995265856385231 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.024112774059176445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01611294411122799 + ], + "opposite_logprob_tokens": [ + -4.141112804412842 + ], + "logprob_reward": -0.01611294411122799, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01611294411122799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15860499441623688, + 0.07178888469934464, + 0.030913228169083595, + 0.4561827778816223, + 0.0289392601698637, + 0.046877820044755936, + 0.05041451379656792, + 0.03038238361477852, + 0.11140885204076767, + 0.01448736246675253 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.01611294411122799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820533163845539 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.01820533163845539, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820533163845539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14625632762908936, + 0.04831067472696304, + 0.04481656849384308, + 0.19139178097248077, + 0.03565662354230881, + 0.11922605335712433, + 0.0863158330321312, + 0.07032938301563263, + 0.2193974405527115, + 0.03829927369952202 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.01820533163845539 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806189239025116 + ], + "opposite_logprob_tokens": [ + -3.529806137084961 + ], + "logprob_reward": -0.029806189239025116, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806189239025116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04964816942811012, + 0.12738120555877686, + 0.020691117271780968, + 0.3744226098060608, + 0.04103003069758415, + 0.13451124727725983, + 0.18904060125350952, + 0.026084011420607567, + 0.01501281838864088, + 0.022178225219249725 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.029806189239025116 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant red spider lily (Banana lily)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flower's petals velvety, scarlet, and curling back like ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there dozens of slender, curving stamens with shimmering translucent dewdrops at their tips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held still at a level angle with a shallow depth of field that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the flower swaying gently in the breeze while the dewdrops vibrate in a slow, rhythmic tremor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034403443336487 + ], + "opposite_logprob_tokens": [ + -1.9103440046310425 + ], + "logprob_reward": -0.16034403443336487, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034403443336487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1171342134475708, + 0.05315301939845085, + 0.018501106649637222, + 0.2982972264289856, + 0.04923449829220772, + 0.19665394723415375, + 0.07252342253923416, + 0.028664804995059967, + 0.11746381223201752, + 0.048374004662036896 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.16034403443336487 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_5/index_tensor([2061, 2061])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_5/index_tensor([2061, 2061])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cc7f754048bed9cef61c62e738e5824239b6f2ff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_5/index_tensor([2061, 2061])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping aerial tracking shot smoothly tracks a massive dragon as it soars above a boundless, roiling sea of clouds. The golden afterglow of the setting sun paints the cloudtops a warm gold and soft pink, while the deep valleys between them sink into a serene indigo shade. The dragon's massive body is covered in countless cyan scales, each one like a finely crafted gem, shimmering in the light with iridescent hues ranging from deep turquoise to brilliant aquamarine. Its long, sinuous neck curves gracefully, its head crowned by towering obsidian horns. A pair of intelligent eyes, burning with amber light, calmly survey the world below. Its massive, resilient wing membranes are a translucent light blue, revealing their complex vein structure as the sunlight penetrates. With each powerful yet deliberate flap of its wings, its massive body glides effortlessly forward, its long, bony tail piercing it with a spur traces a graceful arc behind it, stirring the clouds in its wake. The entire scene is imbued with a sense of epic grandeur and tranquil power, creating an awe-inspiring atmosphere of ancient mythology.", + "seed": 3761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_5/index_2061_seed_3761_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010333828208968044, + "vlm_logprob": -0.010333828208968044, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.010333828208968044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028811991214752197 + ], + "opposite_logprob_tokens": [ + -3.6538119316101074 + ], + "logprob_reward": -0.028811991214752197, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028811991214752197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11137862503528595, + 0.061492275446653366, + 0.08402103185653687, + 0.16406366229057312, + 0.08727419376373291, + 0.11469931155443192, + 0.09228424727916718, + 0.08459122478961945, + 0.12247857451438904, + 0.07771685719490051 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.028811991214752197 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024974129628390074 + ], + "opposite_logprob_tokens": [ + -6.00249719619751 + ], + "logprob_reward": -0.0024974129628390074, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024974129628390074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09996267408132553, + 0.05447793006896973, + 0.09426043182611465, + 0.04208100587129593, + 0.10572521388530731, + 0.035218290984630585, + 0.2428911328315735, + 0.03514032065868378, + 0.2183748036623001, + 0.07186819612979889 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.0024974129628390074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07150783389806747, + 0.08006910979747772, + 0.11676878482103348, + 0.1452750414609909, + 0.24786147475242615, + 0.03346908837556839, + 0.10090391337871552, + 0.04340672120451927, + 0.11576034128665924, + 0.04497764632105827 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.005947866942733526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635184537619352 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635184537619352, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635184537619352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061568453907966614, + 0.053431734442710876, + 0.04200112074613571, + 0.3959115445613861, + 0.027943449094891548, + 0.03334178030490875, + 0.15957413613796234, + 0.05303550884127617, + 0.09428460896015167, + 0.07890764623880386 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.004635184537619352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776685386896133 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.009776685386896133, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776685386896133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10099875926971436, + 0.0416715070605278, + 0.04036841168999672, + 0.10951969027519226, + 0.04000803828239441, + 0.06652014702558517, + 0.19258250296115875, + 0.07863611727952957, + 0.09311921894550323, + 0.23657558858394623 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.009776685386896133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial tracking shot smoothly tracks a massive dragon as it soars above a boundless, roiling sea of clouds. The golden afterglow of the setting sun paints the cloudtops a warm gold and soft pink, while the deep valleys between them sink into a serene indigo shade. The dragon's massive body is covered in countless cyan scales, each one like a finely crafted gem, shimmering in the light with iridescent hues ranging from deep turquoise to brilliant aquamarine. Its long, sinuous neck curves gracefully, its head crowned by towering obsidian horns. A pair of intelligent eyes, burning with amber light, calmly survey the world below. Its massive, resilient wing membranes are a translucent light blue, revealing their complex vein structure as the sunlight penetrates. With each powerful yet deliberate flap of its wings, its massive body glides effortlessly forward, its long, bony tail piercing it with a spur traces a graceful arc behind it, stirring the clouds in its wake. The entire scene is imbued with a sense of epic grandeur and tranquil power, creating an awe-inspiring atmosphere of ancient mythology.", + "seed": 3762, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_5/index_2061_seed_3762_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010865363711491226, + "vlm_logprob": -0.010865363711491226, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.010865363711491226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022088810801506042 + ], + "opposite_logprob_tokens": [ + -3.8970887660980225 + ], + "logprob_reward": -0.022088810801506042, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022088810801506042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08429042994976044, + 0.09229770302772522, + 0.10855241119861603, + 0.07446220517158508, + 0.034940529614686966, + 0.039240531623363495, + 0.09804505854845047, + 0.05455300956964493, + 0.2902525067329407, + 0.1233656033873558 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.022088810801506042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003627388970926404 + ], + "opposite_logprob_tokens": [ + -5.628627300262451 + ], + "logprob_reward": -0.003627388970926404, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003627388970926404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08693621307611465, + 0.08238222450017929, + 0.11556323617696762, + 0.10849499702453613, + 0.046877797693014145, + 0.03544367477297783, + 0.2168211042881012, + 0.1297544687986374, + 0.030616141855716705, + 0.14711010456085205 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.003627388970926404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784241206943989 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784241206943989, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784241206943989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17691385746002197, + 0.10849970579147339, + 0.07864073663949966, + 0.08839492499828339, + 0.13770711421966553, + 0.04245948791503906, + 0.105569027364254, + 0.0935712456703186, + 0.11414773762226105, + 0.054096121340990067 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.009784241206943989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635896533727646 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635896533727646, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635896533727646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15449173748493195, + 0.05104557052254677, + 0.21337397396564484, + 0.04550855606794357, + 0.09238996356725693, + 0.04704517871141434, + 0.15178290009498596, + 0.06173260137438774, + 0.1410478949546814, + 0.041581619530916214 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.004635896533727646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190481044352055 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190481044352055, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190481044352055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12354816496372223, + 0.06402809917926788, + 0.17538554966449738, + 0.12433253228664398, + 0.08986015617847443, + 0.05879170447587967, + 0.12545427680015564, + 0.0750887542963028, + 0.07725081592798233, + 0.08625991642475128 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.014190481044352055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial tracking shot smoothly tracks a massive dragon as it soars above a boundless, roiling sea of clouds. The golden afterglow of the setting sun paints the cloudtops a warm gold and soft pink, while the deep valleys between them sink into a serene indigo shade. The dragon's massive body is covered in countless cyan scales, each one like a finely crafted gem, shimmering in the light with iridescent hues ranging from deep turquoise to brilliant aquamarine. Its long, sinuous neck curves gracefully, its head crowned by towering obsidian horns. A pair of intelligent eyes, burning with amber light, calmly survey the world below. Its massive, resilient wing membranes are a translucent light blue, revealing their complex vein structure as the sunlight penetrates. With each powerful yet deliberate flap of its wings, its massive body glides effortlessly forward, its long, bony tail piercing it with a spur traces a graceful arc behind it, stirring the clouds in its wake. The entire scene is imbued with a sense of epic grandeur and tranquil power, creating an awe-inspiring atmosphere of ancient mythology.", + "seed": 3763, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_5/index_2061_seed_3763_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012115523684769869, + "vlm_logprob": -0.012115523684769869, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.012115523684769869, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02767198346555233 + ], + "opposite_logprob_tokens": [ + -3.652672052383423 + ], + "logprob_reward": -0.02767198346555233, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02767198346555233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7688601016998291, + 0.04139695689082146, + 0.02986845187842846, + 0.03845590725541115, + 0.026479102671146393, + 0.020202146843075752, + 0.024505391716957092, + 0.01891167089343071, + 0.018223166465759277, + 0.013097060844302177 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02767198346555233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645507782697678 + ], + "opposite_logprob_tokens": [ + -5.379645347595215 + ], + "logprob_reward": -0.004645507782697678, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645507782697678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5472676753997803, + 0.04329179227352142, + 0.030557317659258842, + 0.07202586531639099, + 0.023797621950507164, + 0.0791722759604454, + 0.04691467806696892, + 0.08308710157871246, + 0.025154035538434982, + 0.04873170703649521 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.004645507782697678 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38128116726875305, + 0.03242604807019234, + 0.02174334228038788, + 0.07302508503198624, + 0.3539409637451172, + 0.023632438853383064, + 0.02189120277762413, + 0.016394905745983124, + 0.028748739510774612, + 0.04691612347960472 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.012537354603409767 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594549672678113 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.00594549672678113, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594549672678113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3246819078922272, + 0.05728590115904808, + 0.020202551037073135, + 0.05137865990400314, + 0.3878411054611206, + 0.025064142420887947, + 0.03178359568119049, + 0.014523022808134556, + 0.052420467138290405, + 0.03481870889663696 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.00594549672678113 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977727584540844 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.00977727584540844, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977727584540844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5084189772605896, + 0.0490269772708416, + 0.03844686597585678, + 0.07608963549137115, + 0.08179161697626114, + 0.018200933933258057, + 0.05574286729097366, + 0.06260266155004501, + 0.09249874949455261, + 0.017180707305669785 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.00977727584540844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial tracking shot smoothly tracks a massive dragon as it soars above a boundless, roiling sea of clouds. The golden afterglow of the setting sun paints the cloudtops a warm gold and soft pink, while the deep valleys between them sink into a serene indigo shade. The dragon's massive body is covered in countless cyan scales, each one like a finely crafted gem, shimmering in the light with iridescent hues ranging from deep turquoise to brilliant aquamarine. Its long, sinuous neck curves gracefully, its head crowned by towering obsidian horns. A pair of intelligent eyes, burning with amber light, calmly survey the world below. Its massive, resilient wing membranes are a translucent light blue, revealing their complex vein structure as the sunlight penetrates. With each powerful yet deliberate flap of its wings, its massive body glides effortlessly forward, its long, bony tail piercing it with a spur traces a graceful arc behind it, stirring the clouds in its wake. The entire scene is imbued with a sense of epic grandeur and tranquil power, creating an awe-inspiring atmosphere of ancient mythology.", + "seed": 3764, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_5/index_2061_seed_3764_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011631165281869471, + "vlm_logprob": -0.011631165281869471, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.011631165281869471, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03520512953400612 + ], + "opposite_logprob_tokens": [ + -3.410205125808716 + ], + "logprob_reward": -0.03520512953400612, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03520512953400612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1198325827717781, + 0.2938022017478943, + 0.03506054729223251, + 0.04784368723630905, + 0.07903589308261871, + 0.0973755270242691, + 0.03446434438228607, + 0.14629241824150085, + 0.0442025251686573, + 0.10209029167890549 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.03520512953400612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019502682844176888 + ], + "opposite_logprob_tokens": [ + -6.251950263977051 + ], + "logprob_reward": -0.0019502682844176888, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019502682844176888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16068339347839355, + 0.1084967702627182, + 0.023502813652157784, + 0.09236433357000351, + 0.07817196100950241, + 0.0844787135720253, + 0.03733014315366745, + 0.06973081827163696, + 0.060066767036914825, + 0.28517428040504456 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0019502682844176888 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673760985955596 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.00673760985955596, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673760985955596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09581571817398071, + 0.40619567036628723, + 0.02702646143734455, + 0.10416319221258163, + 0.0744980201125145, + 0.03270786628127098, + 0.07445855438709259, + 0.082283154129982, + 0.0541563481092453, + 0.048695020377635956 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.00673760985955596 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031911423429846764 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031911423429846764, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031911423429846764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1033591479063034, + 0.07471951097249985, + 0.11281905323266983, + 0.1275426745414734, + 0.08605171740055084, + 0.22141021490097046, + 0.04575718194246292, + 0.14475829899311066, + 0.017581967636942863, + 0.06600023806095123 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.0031911423429846764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sweeping aerial tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive dragon visible soaring above a boundless sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the cloudtops painted in warm gold and soft pink with deep indigo valleys?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dragon's body covered in cyan scales with iridescent turquoise and aquamarine hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the dragon flap its translucent light blue wings while gliding forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071676388382912 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071676388382912, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071676388382912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11285223811864853, + 0.04530435428023338, + 0.0818030834197998, + 0.259724497795105, + 0.0800689235329628, + 0.11909028142690659, + 0.11165647208690643, + 0.06809487193822861, + 0.054894063621759415, + 0.06651119887828827 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.011071676388382912 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_6/index_tensor([816, 816])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_6/index_tensor([816, 816])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7aad3eb42c2545cb35a06b91b02a83de18776568 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_6/index_tensor([816, 816])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, deliberately doll-like shot at eye level captures a female engineer in her 30s, her dark brown hair tied in a practical ponytail, standing in a clean, modern workshop. She wears a navy short-sleeved polo shirt and dark work pants, her expression focused. Her attention is divided between a sleek black tablet held steady in her left hand and a 3D printer humming on the workbench before her. The printer, a precision component constructed of brushed aluminum and matte black plastic, operates within a transparent acrylic casing. Inside, the extruder head moves with robotic precision, meticulously depositing thin, molten layers of vibrant electric blue filament onto a partially formed, complex geometric prototype. As she watches the object build layer by layer, her right thumb makes a decisive, tiny swipe across the tablet's glowing screen, adjusting parameters. Simultaneously, a stylized, translucent 3D wireframe animation glowing in the same electric blue hue overlays the physical object, visually deconstructing its complex internal structure and emphasizing the digital-to-physical creation process in real time. The scene is lit primarily by cool, bright overhead studio lights, which contrast softly with the warm, focused glow from the printer’s internal LEDs and the tablet screen, casting soft reflections on her face and creating a palpable atmosphere of focused innovation and cutting-edge creation.", + "seed": 636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_6/index_816_seed_636_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020945464819669725, + "vlm_logprob": -0.020945464819669725, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.020945464819669725, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07252849638462067 + ], + "opposite_logprob_tokens": [ + -2.697528600692749 + ], + "logprob_reward": -0.07252849638462067, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07252849638462067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14327454566955566, + 0.04355079308152199, + 0.03747665137052536, + 0.022214557975530624, + 0.03872574120759964, + 0.3543666899204254, + 0.19673259556293488, + 0.05045636370778084, + 0.05468810349702835, + 0.05851390212774277 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.07252849638462067 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264467094093561 + ], + "opposite_logprob_tokens": [ + -5.2552642822265625 + ], + "logprob_reward": -0.005264467094093561, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264467094093561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16246451437473297, + 0.08404747396707535, + 0.0648738220334053, + 0.029428094625473022, + 0.04041898250579834, + 0.13763228058815002, + 0.11078987270593643, + 0.17333827912807465, + 0.07331438362598419, + 0.12369226664304733 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.005264467094093561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100368358194828 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100368358194828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100368358194828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13476884365081787, + 0.1049603596329689, + 0.18981501460075378, + 0.03783712163567543, + 0.04325910285115242, + 0.12808775901794434, + 0.1899832785129547, + 0.09244915843009949, + 0.043270982801914215, + 0.035568371415138245 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.004100368358194828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19054989516735077, + 0.038057077676057816, + 0.10325106978416443, + 0.05913048982620239, + 0.053690966218709946, + 0.16636338829994202, + 0.2576008141040802, + 0.01772584207355976, + 0.055360835045576096, + 0.0582696869969368 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.004637439269572496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018196552991867065 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.018196552991867065, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018196552991867065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1679314225912094, + 0.0647231936454773, + 0.06217183917760849, + 0.1004701480269432, + 0.060116492211818695, + 0.18482767045497894, + 0.15946058928966522, + 0.06674671918153763, + 0.03994261473417282, + 0.0936092808842659 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.018196552991867065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberately doll-like shot at eye level captures a female engineer in her 30s, her dark brown hair tied in a practical ponytail, standing in a clean, modern workshop. She wears a navy short-sleeved polo shirt and dark work pants, her expression focused. Her attention is divided between a sleek black tablet held steady in her left hand and a 3D printer humming on the workbench before her. The printer, a precision component constructed of brushed aluminum and matte black plastic, operates within a transparent acrylic casing. Inside, the extruder head moves with robotic precision, meticulously depositing thin, molten layers of vibrant electric blue filament onto a partially formed, complex geometric prototype. As she watches the object build layer by layer, her right thumb makes a decisive, tiny swipe across the tablet's glowing screen, adjusting parameters. Simultaneously, a stylized, translucent 3D wireframe animation glowing in the same electric blue hue overlays the physical object, visually deconstructing its complex internal structure and emphasizing the digital-to-physical creation process in real time. The scene is lit primarily by cool, bright overhead studio lights, which contrast softly with the warm, focused glow from the printer’s internal LEDs and the tablet screen, casting soft reflections on her face and creating a palpable atmosphere of focused innovation and cutting-edge creation.", + "seed": 637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_6/index_816_seed_637_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03795436611399054, + "vlm_logprob": -0.03795436611399054, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03795436611399054, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14392711222171783 + ], + "opposite_logprob_tokens": [ + -2.0189270973205566 + ], + "logprob_reward": -0.14392711222171783, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14392711222171783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.399160236120224, + 0.09974303096532822, + 0.12557531893253326, + 0.03754977136850357, + 0.06275558471679688, + 0.03640252351760864, + 0.054384343326091766, + 0.034071601927280426, + 0.1075950413942337, + 0.04276251792907715 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.14392711222171783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749450694769621 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.006749450694769621, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749450694769621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1302429884672165, + 0.07217838615179062, + 0.12566541135311127, + 0.054177865386009216, + 0.07793040573596954, + 0.09030987322330475, + 0.1551942080259323, + 0.10891783982515335, + 0.09939827024936676, + 0.08598475903272629 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.006749450694769621 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3630150854587555, + 0.06942006200551987, + 0.18337753415107727, + 0.045132365077733994, + 0.08069154620170593, + 0.0674206092953682, + 0.05967988818883896, + 0.021605029702186584, + 0.053514476865530014, + 0.056143466383218765 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.00409882515668869 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638868108391762 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638868108391762, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638868108391762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25990161299705505, + 0.04032265767455101, + 0.09761679917573929, + 0.042667143046855927, + 0.060328129678964615, + 0.08050969988107681, + 0.037463005632162094, + 0.07502922415733337, + 0.12083619087934494, + 0.185325488448143 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.008638868108391762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635757438838482 + ], + "opposite_logprob_tokens": [ + -3.651357650756836 + ], + "logprob_reward": -0.02635757438838482, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635757438838482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.246292382478714, + 0.05719346925616264, + 0.18053822219371796, + 0.03862852230668068, + 0.06308063119649887, + 0.05105957016348839, + 0.08106115460395813, + 0.033590104430913925, + 0.12212919443845749, + 0.12642672657966614 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.02635757438838482 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberately doll-like shot at eye level captures a female engineer in her 30s, her dark brown hair tied in a practical ponytail, standing in a clean, modern workshop. She wears a navy short-sleeved polo shirt and dark work pants, her expression focused. Her attention is divided between a sleek black tablet held steady in her left hand and a 3D printer humming on the workbench before her. The printer, a precision component constructed of brushed aluminum and matte black plastic, operates within a transparent acrylic casing. Inside, the extruder head moves with robotic precision, meticulously depositing thin, molten layers of vibrant electric blue filament onto a partially formed, complex geometric prototype. As she watches the object build layer by layer, her right thumb makes a decisive, tiny swipe across the tablet's glowing screen, adjusting parameters. Simultaneously, a stylized, translucent 3D wireframe animation glowing in the same electric blue hue overlays the physical object, visually deconstructing its complex internal structure and emphasizing the digital-to-physical creation process in real time. The scene is lit primarily by cool, bright overhead studio lights, which contrast softly with the warm, focused glow from the printer’s internal LEDs and the tablet screen, casting soft reflections on her face and creating a palpable atmosphere of focused innovation and cutting-edge creation.", + "seed": 638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_6/index_816_seed_638_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0177091368008405, + "vlm_logprob": -0.0177091368008405, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.0177091368008405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05589613690972328 + ], + "opposite_logprob_tokens": [ + -2.930896043777466 + ], + "logprob_reward": -0.05589613690972328, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05589613690972328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17305435240268707, + 0.3105356991291046, + 0.12102127075195312, + 0.05727340281009674, + 0.08855593949556351, + 0.018391845747828484, + 0.016698982566595078, + 0.1216772273182869, + 0.043597809970378876, + 0.04919338971376419 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.05589613690972328 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410571089014411 + ], + "opposite_logprob_tokens": [ + -5.504105567932129 + ], + "logprob_reward": -0.00410571089014411, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410571089014411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14292828738689423, + 0.11150418967008591, + 0.17771601676940918, + 0.10035734623670578, + 0.07733169943094254, + 0.03143515810370445, + 0.06272774189710617, + 0.17257064580917358, + 0.03306194394826889, + 0.09036694467067719 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.00410571089014411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036190745886415243 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036190745886415243, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036190745886415243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.163650244474411, + 0.18743135035037994, + 0.09460266679525375, + 0.2086528241634369, + 0.10610126703977585, + 0.0292165819555521, + 0.0847172737121582, + 0.044179968535900116, + 0.04331469535827637, + 0.03813309594988823 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0036190745886415243 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734413094818592 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734413094818592, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734413094818592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11782269924879074, + 0.195942685008049, + 0.08065439015626907, + 0.17812366783618927, + 0.0732683315873146, + 0.038329046219587326, + 0.08430660516023636, + 0.041754111647605896, + 0.08396927267313004, + 0.10582920908927917 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.006734413094818592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190348520874977 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.018190348520874977, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190348520874977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23269419372081757, + 0.1700541079044342, + 0.07341877371072769, + 0.13397233188152313, + 0.08914899826049805, + 0.035216446965932846, + 0.0408397801220417, + 0.031055398285388947, + 0.052422668784856796, + 0.1411772519350052 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.018190348520874977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberately doll-like shot at eye level captures a female engineer in her 30s, her dark brown hair tied in a practical ponytail, standing in a clean, modern workshop. She wears a navy short-sleeved polo shirt and dark work pants, her expression focused. Her attention is divided between a sleek black tablet held steady in her left hand and a 3D printer humming on the workbench before her. The printer, a precision component constructed of brushed aluminum and matte black plastic, operates within a transparent acrylic casing. Inside, the extruder head moves with robotic precision, meticulously depositing thin, molten layers of vibrant electric blue filament onto a partially formed, complex geometric prototype. As she watches the object build layer by layer, her right thumb makes a decisive, tiny swipe across the tablet's glowing screen, adjusting parameters. Simultaneously, a stylized, translucent 3D wireframe animation glowing in the same electric blue hue overlays the physical object, visually deconstructing its complex internal structure and emphasizing the digital-to-physical creation process in real time. The scene is lit primarily by cool, bright overhead studio lights, which contrast softly with the warm, focused glow from the printer’s internal LEDs and the tablet screen, casting soft reflections on her face and creating a palpable atmosphere of focused innovation and cutting-edge creation.", + "seed": 639, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_6/index_816_seed_639_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01472295168787241, + "vlm_logprob": -0.01472295168787241, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.01472295168787241, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044254206120967865 + ], + "opposite_logprob_tokens": [ + -3.1692543029785156 + ], + "logprob_reward": -0.044254206120967865, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044254206120967865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5170969367027283, + 0.051187943667173386, + 0.02997446618974209, + 0.07161117345094681, + 0.0390135683119297, + 0.04079815372824669, + 0.07035651057958603, + 0.03907070308923721, + 0.01796143315732479, + 0.122929148375988 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.044254206120967865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265416111797094 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265416111797094, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265416111797094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7285520434379578, + 0.03825734555721283, + 0.029611892998218536, + 0.03784267231822014, + 0.011055906303226948, + 0.031153887510299683, + 0.019821181893348694, + 0.012514634989202023, + 0.012254463508725166, + 0.07893595844507217 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005265416111797094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257115233689547 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257115233689547, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257115233689547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.691819429397583, + 0.05989372357726097, + 0.02062201127409935, + 0.012558341026306152, + 0.02305164933204651, + 0.05861525610089302, + 0.029632041230797768, + 0.029756588861346245, + 0.01742812804877758, + 0.056622885167598724 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.005257115233689547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6228751540184021, + 0.056351564824581146, + 0.05482344701886177, + 0.03567967563867569, + 0.02088826335966587, + 0.026089584454894066, + 0.03548896685242653, + 0.029130153357982635, + 0.034044232219457626, + 0.08462892472743988 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.004636727273464203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female engineer in her 30s with dark brown hair tied in a ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a navy short-sleeved polo shirt and dark work pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a 3D printer with a transparent acrylic casing visible on the workbench, extruding electric blue filament?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a stylized, translucent 3D wireframe animation glowing in electric blue overlaying the physical object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by cool overhead studio lights contrasting with the warm glow from the printer's internal LEDs and tablet screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420129369944334 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.01420129369944334, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420129369944334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6374445557594299, + 0.04936211556196213, + 0.018050184473395348, + 0.025765355676412582, + 0.02189028076827526, + 0.022068601101636887, + 0.10113215446472168, + 0.04141363501548767, + 0.025403393432497978, + 0.05746981129050255 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.01420129369944334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_7/index_tensor([9380, 9380])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_7/index_tensor([9380, 9380])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb56cd89f2f4ac1910d8bce7c49432e544c2e9d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_7/index_tensor([9380, 9380])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, high-angle drone shot, slowly and steadily advancing, follows a quaint, handcrafted wooden sampan as it leisurely circles a mysterious island shrouded in thick morning mist. The boat's hull is constructed from deep brown aged timber, its grain visible. Its sides, covered in moss and water stains from years of wear and tear, appear weathered. As the camera zooms in, the water's surface takes center stage. The early morning sun, just breaking through the clouds, casts a golden glow across the deep, calm lake, creating a shimmering, flickering streak of light that complements the gentle ripples created by the boat's cut. The island itself is lush and verdant, but its contours and peaks are largely hidden within a shifting, dreamy white mist, revealing only glimpses of verdant green. The scene's palette, dominated by the dusky brown of the boat, the dark green of the lake, and the warm golden hues of the sunlight, creates a mysterious atmosphere of profound tranquility, poetry, and a sense of discovery.", + "seed": 19653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_7/index_9380_seed_19653_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05126260928809643, + "vlm_logprob": -0.05126260928809643, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.05126260928809643, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01129424013197422 + ], + "opposite_logprob_tokens": [ + -4.636294364929199 + ], + "logprob_reward": -0.01129424013197422, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01129424013197422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1055728942155838, + 0.08417846262454987, + 0.03495530039072037, + 0.0475555919110775, + 0.05881418660283089, + 0.17807526886463165, + 0.12912128865718842, + 0.14094628393650055, + 0.052963901311159134, + 0.16781684756278992 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.01129424013197422 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819748803973198 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.01819748803973198, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819748803973198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17721675336360931, + 0.10176287591457367, + 0.07995633035898209, + 0.08318106085062027, + 0.05363135784864426, + 0.17139357328414917, + 0.03318340331315994, + 0.2316974252462387, + 0.02878374047577381, + 0.03919351473450661 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.01819748803973198 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080989614129066 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011080989614129066, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080989614129066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17367398738861084, + 0.1378917247056961, + 0.13202109932899475, + 0.05998994782567024, + 0.055986110121011734, + 0.11253205686807632, + 0.07705928385257721, + 0.12381181865930557, + 0.04828912392258644, + 0.07874485850334167 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011080989614129066 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154596865177155 + ], + "opposite_logprob_tokens": [ + -1.7015459537506104 + ], + "logprob_reward": -0.20154596865177155, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154596865177155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15884056687355042, + 0.14963778853416443, + 0.10395210981369019, + 0.09458571672439575, + 0.03998290002346039, + 0.12475459277629852, + 0.07566768676042557, + 0.15900588035583496, + 0.06909957528114319, + 0.02447323314845562 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.20154596865177155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194360002875328 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194360002875328, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194360002875328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20769429206848145, + 0.2678583860397339, + 0.03558840602636337, + 0.04087090119719505, + 0.0942506343126297, + 0.07758918404579163, + 0.07544902712106705, + 0.12912039458751678, + 0.04395342618227005, + 0.027625340968370438 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.014194360002875328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, high-angle drone shot, slowly and steadily advancing, follows a quaint, handcrafted wooden sampan as it leisurely circles a mysterious island shrouded in thick morning mist. The boat's hull is constructed from deep brown aged timber, its grain visible. Its sides, covered in moss and water stains from years of wear and tear, appear weathered. As the camera zooms in, the water's surface takes center stage. The early morning sun, just breaking through the clouds, casts a golden glow across the deep, calm lake, creating a shimmering, flickering streak of light that complements the gentle ripples created by the boat's cut. The island itself is lush and verdant, but its contours and peaks are largely hidden within a shifting, dreamy white mist, revealing only glimpses of verdant green. The scene's palette, dominated by the dusky brown of the boat, the dark green of the lake, and the warm golden hues of the sunlight, creates a mysterious atmosphere of profound tranquility, poetry, and a sense of discovery.", + "seed": 19654, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_7/index_9380_seed_19654_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015517697716131807, + "vlm_logprob": -0.015517697716131807, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.015517697716131807, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016132650896906853 + ], + "opposite_logprob_tokens": [ + -4.266132831573486 + ], + "logprob_reward": -0.016132650896906853, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016132650896906853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16840866208076477, + 0.06361966580152512, + 0.04334766045212746, + 0.08515594899654388, + 0.036412499845027924, + 0.19712097942829132, + 0.16623978316783905, + 0.11205952614545822, + 0.0843493714928627, + 0.04328588768839836 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.016132650896906853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214457012712955 + ], + "opposite_logprob_tokens": [ + -4.264214515686035 + ], + "logprob_reward": -0.014214457012712955, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214457012712955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19394157826900482, + 0.11338498443365097, + 0.05416082963347435, + 0.05212926119565964, + 0.0737009346485138, + 0.06145856902003288, + 0.09169583767652512, + 0.1360732913017273, + 0.09304787218570709, + 0.13040681183338165 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.014214457012712955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059555694460868835 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.0059555694460868835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059555694460868835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2015143632888794, + 0.12630723416805267, + 0.048631660640239716, + 0.05962929129600525, + 0.0934661477804184, + 0.0907011330127716, + 0.0665641501545906, + 0.1280757337808609, + 0.1223171055316925, + 0.06279320269823074 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0059555694460868835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809443116188049 + ], + "opposite_logprob_tokens": [ + -3.2880945205688477 + ], + "logprob_reward": -0.03809443116188049, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809443116188049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0785597413778305, + 0.054943203926086426, + 0.04355531930923462, + 0.026737408712506294, + 0.041105449199676514, + 0.18899385631084442, + 0.05780811607837677, + 0.13104546070098877, + 0.2537836730480194, + 0.12346775829792023 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.03809443116188049 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191380063071847 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.003191380063071847, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191380063071847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10137488692998886, + 0.06070186570286751, + 0.028708118945360184, + 0.02562120370566845, + 0.015279027633368969, + 0.3526053726673126, + 0.06482420861721039, + 0.15385903418064117, + 0.1230134442448616, + 0.07401283085346222 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.003191380063071847 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, high-angle drone shot, slowly and steadily advancing, follows a quaint, handcrafted wooden sampan as it leisurely circles a mysterious island shrouded in thick morning mist. The boat's hull is constructed from deep brown aged timber, its grain visible. Its sides, covered in moss and water stains from years of wear and tear, appear weathered. As the camera zooms in, the water's surface takes center stage. The early morning sun, just breaking through the clouds, casts a golden glow across the deep, calm lake, creating a shimmering, flickering streak of light that complements the gentle ripples created by the boat's cut. The island itself is lush and verdant, but its contours and peaks are largely hidden within a shifting, dreamy white mist, revealing only glimpses of verdant green. The scene's palette, dominated by the dusky brown of the boat, the dark green of the lake, and the warm golden hues of the sunlight, creates a mysterious atmosphere of profound tranquility, poetry, and a sense of discovery.", + "seed": 19655, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_7/index_9380_seed_19655_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08574834940955042, + "vlm_logprob": -0.08574834940955042, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.08574834940955042, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007780602667480707 + ], + "opposite_logprob_tokens": [ + -5.0077805519104 + ], + "logprob_reward": -0.007780602667480707, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007780602667480707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14641979336738586, + 0.05806436389684677, + 0.06327572464942932, + 0.044513847678899765, + 0.04823195934295654, + 0.07129430770874023, + 0.04418376460671425, + 0.08890563249588013, + 0.34684625267982483, + 0.08826437592506409 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.007780602667480707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208228327333927 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.014208228327333927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208228327333927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1530994027853012, + 0.12347440421581268, + 0.08542633801698685, + 0.0276180487126112, + 0.051298316568136215, + 0.05905497074127197, + 0.03876640647649765, + 0.13180288672447205, + 0.2809595465660095, + 0.04849963262677193 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.014208228327333927 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108570583164692 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.01108570583164692, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108570583164692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1078164204955101, + 0.15372434258460999, + 0.12377429753541946, + 0.05313936993479729, + 0.05915050953626633, + 0.046279795467853546, + 0.04665966331958771, + 0.07496924698352814, + 0.2942948639392853, + 0.040191441774368286 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.01108570583164692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870290517807007 + ], + "opposite_logprob_tokens": [ + -1.1370290517807007 + ], + "logprob_reward": -0.3870290517807007, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870290517807007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04542842134833336, + 0.03328784182667732, + 0.045795049518346786, + 0.05474546179175377, + 0.07330096513032913, + 0.15978775918483734, + 0.05156859755516052, + 0.36116281151771545, + 0.15322494506835938, + 0.021698113530874252 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.3870290517807007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638158440589905 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638158440589905, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638158440589905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07265893369913101, + 0.09169889241456985, + 0.06495147198438644, + 0.0541718527674675, + 0.05466542765498161, + 0.027250593528151512, + 0.02603164128959179, + 0.2922121584415436, + 0.24401479959487915, + 0.07234419137239456 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.008638158440589905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, high-angle drone shot, slowly and steadily advancing, follows a quaint, handcrafted wooden sampan as it leisurely circles a mysterious island shrouded in thick morning mist. The boat's hull is constructed from deep brown aged timber, its grain visible. Its sides, covered in moss and water stains from years of wear and tear, appear weathered. As the camera zooms in, the water's surface takes center stage. The early morning sun, just breaking through the clouds, casts a golden glow across the deep, calm lake, creating a shimmering, flickering streak of light that complements the gentle ripples created by the boat's cut. The island itself is lush and verdant, but its contours and peaks are largely hidden within a shifting, dreamy white mist, revealing only glimpses of verdant green. The scene's palette, dominated by the dusky brown of the boat, the dark green of the lake, and the warm golden hues of the sunlight, creates a mysterious atmosphere of profound tranquility, poetry, and a sense of discovery.", + "seed": 19656, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_7/index_9380_seed_19656_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014556160476058722, + "vlm_logprob": -0.014556160476058722, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.014556160476058722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021911440417170525 + ], + "opposite_logprob_tokens": [ + -3.896911382675171 + ], + "logprob_reward": -0.021911440417170525, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021911440417170525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18131570518016815, + 0.09998888522386551, + 0.11816788464784622, + 0.11694861203432083, + 0.0381774865090847, + 0.020812947303056717, + 0.0929451733827591, + 0.10470817238092422, + 0.02125377394258976, + 0.20568133890628815 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.021911440417170525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329564467072487 + ], + "opposite_logprob_tokens": [ + -3.7732956409454346 + ], + "logprob_reward": -0.02329564467072487, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329564467072487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14073742926120758, + 0.09885192662477493, + 0.058994609862565994, + 0.29102614521980286, + 0.028589090332388878, + 0.020556941628456116, + 0.05683795362710953, + 0.0208194050937891, + 0.02584299072623253, + 0.2577435374259949 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.02329564467072487 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787309914827347 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009787309914827347, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787309914827347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09942003339529037, + 0.05359353870153427, + 0.0508660264313221, + 0.35895296931266785, + 0.0715104341506958, + 0.15393517911434174, + 0.0415177047252655, + 0.030225370079278946, + 0.03246503323316574, + 0.10751370340585709 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.009787309914827347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537237256765366 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537237256765366, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537237256765366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.158796489238739, + 0.12165696173906326, + 0.11212731152772903, + 0.288831502199173, + 0.11395112425088882, + 0.05016335844993591, + 0.03485236316919327, + 0.032453324645757675, + 0.05628001317381859, + 0.030887585133314133 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.012537237256765366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handcrafted wooden sampan (boat)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull made of deep brown aged timber with visible grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boat's side covered in moss and water stains appearing weathered?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a high-angle drone shot that slowly advances and zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set on a calm lake with a mysterious island shrouded in thick morning mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249170120805502 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005249170120805502, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249170120805502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2433706670999527, + 0.06764838099479675, + 0.11300157755613327, + 0.4087465703487396, + 0.036627642810344696, + 0.03998028114438057, + 0.02873498573899269, + 0.022583987563848495, + 0.014166039414703846, + 0.025139829143881798 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.005249170120805502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_8/index_tensor([8917, 8917])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_8/index_tensor([8917, 8917])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f34421401de160d20935ddb66955a658b03db333 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_8/index_tensor([8917, 8917])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, wide-angle lens slowly pulls up and back, overlooking a vast green plain bathed in the golden afterglow of sunset, dotted with a few weathered boulders. From all sides of the frame, groups of people dressed in ancient attire approach with a determined and deliberate pace. Their attire varies, from rough earth-toned linen robes to flowing tunics in deep blue and forest green, embellished with simple embroidery. Some even wear worn leather wrist guards and simple breastplates. Long shadows stretch out behind them. They exchange no words, yet their movements are in silent sync. Their paths flow like countless streams, steadily and inexorably converging toward the center of the plain. As the crowd converges, they seamlessly merge into an ever-expanding, densely packed circle. Standing shoulder to shoulder, facing the center, they ultimately form a vast, united, and powerful entity. The scene, bathed in warm, dramatic light, exudes a solemn, awe-inspiring sense of historical purpose, heralding the arrival of a momentous occasion.", + "seed": 30460, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_8/index_8917_seed_30460_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014958498999476433, + "vlm_logprob": -0.014958498999476433, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.014958498999476433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.032963283360004425 + ], + "opposite_logprob_tokens": [ + -3.782963275909424 + ], + "logprob_reward": -0.032963283360004425, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.032963283360004425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017313934862613678, + 0.06761971861124039, + 0.06995680183172226, + 0.04629067704081535, + 0.06695185601711273, + 0.021184030920267105, + 0.03641604259610176, + 0.6580548882484436, + 0.008323539979755878, + 0.007888532243669033 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.032963283360004425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046546440571546555 + ], + "opposite_logprob_tokens": [ + -5.379654407501221 + ], + "logprob_reward": -0.0046546440571546555, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046546440571546555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09241897612810135, + 0.4039474129676819, + 0.18076330423355103, + 0.04011933505535126, + 0.11251426488161087, + 0.03503252565860748, + 0.02782549150288105, + 0.041460826992988586, + 0.03824849799275398, + 0.027669358998537064 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.0046546440571546555 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255573429167271 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255573429167271, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255573429167271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.095181405544281, + 0.1351301223039627, + 0.10747407376766205, + 0.03163817152380943, + 0.09001962095499039, + 0.03343924134969711, + 0.11934641003608704, + 0.2901022732257843, + 0.04959510639309883, + 0.04807352274656296 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.005255573429167271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636976592242718 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636976592242718, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636976592242718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04800247773528099, + 0.09361212700605392, + 0.09252944588661194, + 0.08080384880304337, + 0.13030843436717987, + 0.023909885436296463, + 0.04601091891527176, + 0.36954376101493835, + 0.03455852344632149, + 0.08072061091661453 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.008636976592242718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282017558813095 + ], + "opposite_logprob_tokens": [ + -3.773282051086426 + ], + "logprob_reward": -0.023282017558813095, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282017558813095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16029402613639832, + 0.3399384021759033, + 0.22155237197875977, + 0.07147590816020966, + 0.05264649912714958, + 0.03464660421013832, + 0.031712282449007034, + 0.035930417478084564, + 0.017811259254813194, + 0.033992212265729904 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.023282017558813095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly pulls up and back, overlooking a vast green plain bathed in the golden afterglow of sunset, dotted with a few weathered boulders. From all sides of the frame, groups of people dressed in ancient attire approach with a determined and deliberate pace. Their attire varies, from rough earth-toned linen robes to flowing tunics in deep blue and forest green, embellished with simple embroidery. Some even wear worn leather wrist guards and simple breastplates. Long shadows stretch out behind them. They exchange no words, yet their movements are in silent sync. Their paths flow like countless streams, steadily and inexorably converging toward the center of the plain. As the crowd converges, they seamlessly merge into an ever-expanding, densely packed circle. Standing shoulder to shoulder, facing the center, they ultimately form a vast, united, and powerful entity. The scene, bathed in warm, dramatic light, exudes a solemn, awe-inspiring sense of historical purpose, heralding the arrival of a momentous occasion.", + "seed": 30461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_8/index_8917_seed_30461_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02759519815444946, + "vlm_logprob": -0.02759519815444946, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.02759519815444946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050416626036167145 + ], + "opposite_logprob_tokens": [ + -3.3004167079925537 + ], + "logprob_reward": -0.050416626036167145, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.050416626036167145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14071661233901978, + 0.1803862452507019, + 0.21514862775802612, + 0.07478618621826172, + 0.04317144304513931, + 0.06669282168149948, + 0.017840057611465454, + 0.02181992679834366, + 0.0885489284992218, + 0.15088914334774017 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.050416626036167145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012568198144435883 + ], + "opposite_logprob_tokens": [ + -4.38756799697876 + ], + "logprob_reward": -0.012568198144435883, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012568198144435883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32154226303100586, + 0.075635626912117, + 0.07424894720315933, + 0.04072245582938194, + 0.2060520052909851, + 0.033010371029376984, + 0.027106158435344696, + 0.061360929161310196, + 0.08436955511569977, + 0.07595168054103851 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.012568198144435883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646313101053238 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646313101053238, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646313101053238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11516908556222916, + 0.026878010481595993, + 0.05187369883060455, + 0.11924293637275696, + 0.5005087852478027, + 0.007667195983231068, + 0.029543587937951088, + 0.026021022349596024, + 0.09728780388832092, + 0.02580786496400833 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.008646313101053238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288190364837646 + ], + "opposite_logprob_tokens": [ + -3.7732882499694824 + ], + "logprob_reward": -0.023288190364837646, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288190364837646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11479847878217697, + 0.04665891081094742, + 0.12270085513591766, + 0.11650027334690094, + 0.24574847519397736, + 0.013449291698634624, + 0.04457913339138031, + 0.05140518769621849, + 0.1309851109981537, + 0.11317421495914459 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.023288190364837646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430566631257534 + ], + "opposite_logprob_tokens": [ + -3.1680567264556885 + ], + "logprob_reward": -0.0430566631257534, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430566631257534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0940619632601738, + 0.04008418321609497, + 0.05817149952054024, + 0.020830832421779633, + 0.7032841444015503, + 0.005904709920287132, + 0.005657296162098646, + 0.012344952672719955, + 0.03283553570508957, + 0.026824884116649628 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0430566631257534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly pulls up and back, overlooking a vast green plain bathed in the golden afterglow of sunset, dotted with a few weathered boulders. From all sides of the frame, groups of people dressed in ancient attire approach with a determined and deliberate pace. Their attire varies, from rough earth-toned linen robes to flowing tunics in deep blue and forest green, embellished with simple embroidery. Some even wear worn leather wrist guards and simple breastplates. Long shadows stretch out behind them. They exchange no words, yet their movements are in silent sync. Their paths flow like countless streams, steadily and inexorably converging toward the center of the plain. As the crowd converges, they seamlessly merge into an ever-expanding, densely packed circle. Standing shoulder to shoulder, facing the center, they ultimately form a vast, united, and powerful entity. The scene, bathed in warm, dramatic light, exudes a solemn, awe-inspiring sense of historical purpose, heralding the arrival of a momentous occasion.", + "seed": 30462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_8/index_8917_seed_30462_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01623157300055027, + "vlm_logprob": -0.01623157300055027, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.01623157300055027, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03225332126021385 + ], + "opposite_logprob_tokens": [ + -4.032253265380859 + ], + "logprob_reward": -0.03225332126021385, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.03225332126021385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21766634285449982, + 0.04967194423079491, + 0.09604261070489883, + 0.09259448200464249, + 0.06026511639356613, + 0.10414650291204453, + 0.05574081465601921, + 0.1150875985622406, + 0.17528627812862396, + 0.0334983691573143 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.03225332126021385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608091965317726 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.01608091965317726, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608091965317726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3005153238773346, + 0.12843993306159973, + 0.14189542829990387, + 0.04564177617430687, + 0.044884104281663895, + 0.10892485827207565, + 0.038231637328863144, + 0.06727436929941177, + 0.08059170097112656, + 0.04360084980726242 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01608091965317726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619787283241749 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.003619787283241749, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619787283241749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27625522017478943, + 0.16203628480434418, + 0.08257140964269638, + 0.038827262818813324, + 0.07928222417831421, + 0.04383115470409393, + 0.07836340367794037, + 0.08539668470621109, + 0.10699070990085602, + 0.046445704996585846 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.003619787283241749 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863425899296999 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.00863425899296999, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863425899296999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11446933448314667, + 0.10642803460359573, + 0.07998830080032349, + 0.05021556466817856, + 0.11387880146503448, + 0.05816880241036415, + 0.09176980704069138, + 0.09463246166706085, + 0.2260933667421341, + 0.06435549259185791 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.00863425899296999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205695778131485 + ], + "opposite_logprob_tokens": [ + -3.8955695629119873 + ], + "logprob_reward": -0.0205695778131485, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205695778131485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3014930188655853, + 0.1743064671754837, + 0.2078067809343338, + 0.045965664088726044, + 0.04114348068833351, + 0.022667251527309418, + 0.059748463332653046, + 0.06320463865995407, + 0.047534819692373276, + 0.03612944483757019 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0205695778131485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly pulls up and back, overlooking a vast green plain bathed in the golden afterglow of sunset, dotted with a few weathered boulders. From all sides of the frame, groups of people dressed in ancient attire approach with a determined and deliberate pace. Their attire varies, from rough earth-toned linen robes to flowing tunics in deep blue and forest green, embellished with simple embroidery. Some even wear worn leather wrist guards and simple breastplates. Long shadows stretch out behind them. They exchange no words, yet their movements are in silent sync. Their paths flow like countless streams, steadily and inexorably converging toward the center of the plain. As the crowd converges, they seamlessly merge into an ever-expanding, densely packed circle. Standing shoulder to shoulder, facing the center, they ultimately form a vast, united, and powerful entity. The scene, bathed in warm, dramatic light, exudes a solemn, awe-inspiring sense of historical purpose, heralding the arrival of a momentous occasion.", + "seed": 30463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_8/index_8917_seed_30463_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01849147109314799, + "vlm_logprob": -0.01849147109314799, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.01849147109314799, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02082354761660099 + ], + "opposite_logprob_tokens": [ + -4.5208234786987305 + ], + "logprob_reward": -0.02082354761660099, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.02082354761660099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1400366872549057, + 0.12822413444519043, + 0.11052452772855759, + 0.13474038243293762, + 0.10924652218818665, + 0.06628631055355072, + 0.08648943901062012, + 0.0875350683927536, + 0.06895070523023605, + 0.06796621531248093 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02082354761660099 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215044677257538 + ], + "opposite_logprob_tokens": [ + -4.264214992523193 + ], + "logprob_reward": -0.014215044677257538, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215044677257538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17817766964435577, + 0.048133548349142075, + 0.4002280533313751, + 0.0585751011967659, + 0.036367449909448624, + 0.052473582327365875, + 0.061294496059417725, + 0.048935722559690475, + 0.027962524443864822, + 0.08785184472799301 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.014215044677257538 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741517689079046 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741517689079046, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741517689079046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07568301260471344, + 0.05029889941215515, + 0.06646189093589783, + 0.03204847499728203, + 0.10076165944337845, + 0.3188536763191223, + 0.05912742391228676, + 0.04556765779852867, + 0.1852753907442093, + 0.06592193990945816 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.006741517689079046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076280031353235245 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.0076280031353235245, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076280031353235245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23469647765159607, + 0.05414694920182228, + 0.08977491408586502, + 0.042512763291597366, + 0.06247009336948395, + 0.2129017412662506, + 0.05193294584751129, + 0.09075060486793518, + 0.05853491276502609, + 0.10227853804826736 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0076280031353235245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view that slowly pulls up and back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a vast green plain bathed in the golden afterglow of sunset?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are groups of people wearing ancient attire (linen robes, tunics, leather guards) approaching from all sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the people move with a determined pace, forming a densely packed circle that converges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible stretching out behind the people?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304924234747887 + ], + "opposite_logprob_tokens": [ + -3.1680493354797363 + ], + "logprob_reward": -0.04304924234747887, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304924234747887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24928729236125946, + 0.038279078900814056, + 0.22724992036819458, + 0.050433773547410965, + 0.04482141137123108, + 0.05353745445609093, + 0.21508155763149261, + 0.04076722636818886, + 0.039431195706129074, + 0.04111113026738167 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.04304924234747887 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_9/index_tensor([5302, 5302])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_9/index_tensor([5302, 5302])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..045d33ebe1c43fc10d241e3d92e5f4454ecda6c3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_9/index_tensor([5302, 5302])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot from directly above the desk, then orbits in an incredibly slow, smooth arc around the center of the writing action, immersing the viewer in the meticulous detail of the composition. A sheet of slightly yellowed rice paper lies flat on a solid wooden desk, its dark grain and subtle signs of age. A slender, powerful hand, defined by distinct joints, grips a dark brown bamboo-handled brush with expert grace. The suspended wrist demonstrates precise control of pressure. A soft, warm light slants down from above and to the side, like afternoon sunlight filtering through a window lattice, gilding the pristine inkstone and jade paperweight with a gentle patina. As the camera pans, we can clearly see the glossy black brush tip, saturated with rich ink, moving effortlessly across the paper. With each stroke, the thick black ink slowly seeps through the fibers of the rice paper, creating a unique texture with a slightly rough edge and a rich, lustrous center. The dominant color palette of the entire scene, composed of deep wood tones, warm beige, and pure black, creates an atmosphere of tranquility, concentration, and a sense of classic charm and Zen.", + "seed": 5245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_9/index_5302_seed_5245_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16926258634775876, + "vlm_logprob": -0.16926258634775876, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.16926258634775876, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7639896869659424 + ], + "opposite_logprob_tokens": [ + -0.6389896869659424 + ], + "logprob_reward": -0.7639896869659424, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7639896869659424, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2154904007911682, + 0.06166853755712509, + 0.06490033864974976, + 0.0860234797000885, + 0.0855175107717514, + 0.07039220631122589, + 0.197894886136055, + 0.06121721491217613, + 0.08728043735027313, + 0.06961497664451599 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.7639896869659424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812656179070473 + ], + "opposite_logprob_tokens": [ + -3.2881264686584473 + ], + "logprob_reward": -0.03812656179070473, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812656179070473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1409834921360016, + 0.13866576552391052, + 0.05476325377821922, + 0.04748551920056343, + 0.17432472109794617, + 0.2219383716583252, + 0.0811510905623436, + 0.03482115641236305, + 0.048789698630571365, + 0.05707693099975586 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.03812656179070473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254300493746996 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.01254300493746996, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254300493746996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3146786689758301, + 0.14586666226387024, + 0.05389191955327988, + 0.04030542075634003, + 0.07509033381938934, + 0.1049647405743599, + 0.07023060321807861, + 0.04427213594317436, + 0.06846830993890762, + 0.08223124593496323 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01254300493746996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076509952545166 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.011076509952545166, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076509952545166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1718742996454239, + 0.20624767243862152, + 0.05723874643445015, + 0.08550960570573807, + 0.16160628199577332, + 0.1275939792394638, + 0.021358005702495575, + 0.03594335541129112, + 0.05459803342819214, + 0.0780300498008728 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.011076509952545166 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577168092131615 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577168092131615, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577168092131615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32297059893608093, + 0.2750703692436218, + 0.03422882407903671, + 0.04650398716330528, + 0.09189839661121368, + 0.06608902662992477, + 0.02042323537170887, + 0.036179427057504654, + 0.061185117810964584, + 0.045451000332832336 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.020577168092131615 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from directly above the desk, then orbits in an incredibly slow, smooth arc around the center of the writing action, immersing the viewer in the meticulous detail of the composition. A sheet of slightly yellowed rice paper lies flat on a solid wooden desk, its dark grain and subtle signs of age. A slender, powerful hand, defined by distinct joints, grips a dark brown bamboo-handled brush with expert grace. The suspended wrist demonstrates precise control of pressure. A soft, warm light slants down from above and to the side, like afternoon sunlight filtering through a window lattice, gilding the pristine inkstone and jade paperweight with a gentle patina. As the camera pans, we can clearly see the glossy black brush tip, saturated with rich ink, moving effortlessly across the paper. With each stroke, the thick black ink slowly seeps through the fibers of the rice paper, creating a unique texture with a slightly rough edge and a rich, lustrous center. The dominant color palette of the entire scene, composed of deep wood tones, warm beige, and pure black, creates an atmosphere of tranquility, concentration, and a sense of classic charm and Zen.", + "seed": 5246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_9/index_5302_seed_5246_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.057034915778785944, + "vlm_logprob": -0.057034915778785944, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.057034915778785944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16641785204410553 + ], + "opposite_logprob_tokens": [ + -1.9164178371429443 + ], + "logprob_reward": -0.16641785204410553, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16641785204410553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15039445459842682, + 0.1560973823070526, + 0.10484278202056885, + 0.09626061469316483, + 0.10154806822538376, + 0.11005540192127228, + 0.0887322723865509, + 0.061642277985811234, + 0.04971988499164581, + 0.08070684224367142 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.16641785204410553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638125978410244 + ], + "opposite_logprob_tokens": [ + -3.651381254196167 + ], + "logprob_reward": -0.02638125978410244, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638125978410244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06641057878732681, + 0.20591135323047638, + 0.12053020298480988, + 0.07919900864362717, + 0.24586498737335205, + 0.05301298573613167, + 0.14169339835643768, + 0.03367199748754501, + 0.024041300639510155, + 0.02966419607400894 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.02638125978410244 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978813599795103 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.00978813599795103, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978813599795103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1283625066280365, + 0.11860677599906921, + 0.11548145860433578, + 0.05792061612010002, + 0.2302459478378296, + 0.10410886257886887, + 0.12106611579656601, + 0.06965789198875427, + 0.03266729414463043, + 0.021882545202970505 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.00978813599795103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036170552484691143 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036170552484691143, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036170552484691143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06607797741889954, + 0.09544859826564789, + 0.06312647461891174, + 0.08135973662137985, + 0.2876302897930145, + 0.0958595797419548, + 0.12702001631259918, + 0.02831655740737915, + 0.057151347398757935, + 0.09800941497087479 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.0036170552484691143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789702758193016 + ], + "opposite_logprob_tokens": [ + -2.578970193862915 + ], + "logprob_reward": -0.0789702758193016, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789702758193016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19967791438102722, + 0.11371022462844849, + 0.05866246297955513, + 0.05021987110376358, + 0.058585163205862045, + 0.08005617558956146, + 0.15475019812583923, + 0.1162780225276947, + 0.08484215289354324, + 0.08321790397167206 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0789702758193016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from directly above the desk, then orbits in an incredibly slow, smooth arc around the center of the writing action, immersing the viewer in the meticulous detail of the composition. A sheet of slightly yellowed rice paper lies flat on a solid wooden desk, its dark grain and subtle signs of age. A slender, powerful hand, defined by distinct joints, grips a dark brown bamboo-handled brush with expert grace. The suspended wrist demonstrates precise control of pressure. A soft, warm light slants down from above and to the side, like afternoon sunlight filtering through a window lattice, gilding the pristine inkstone and jade paperweight with a gentle patina. As the camera pans, we can clearly see the glossy black brush tip, saturated with rich ink, moving effortlessly across the paper. With each stroke, the thick black ink slowly seeps through the fibers of the rice paper, creating a unique texture with a slightly rough edge and a rich, lustrous center. The dominant color palette of the entire scene, composed of deep wood tones, warm beige, and pure black, creates an atmosphere of tranquility, concentration, and a sense of classic charm and Zen.", + "seed": 5247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_9/index_5302_seed_5247_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0660573873668909, + "vlm_logprob": -0.0660573873668909, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.0660573873668909, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23518773913383484 + ], + "opposite_logprob_tokens": [ + -1.6101877689361572 + ], + "logprob_reward": -0.23518773913383484, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23518773913383484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20229536294937134, + 0.05777769535779953, + 0.09709484130144119, + 0.08698777109384537, + 0.08501386642456055, + 0.0575757659971714, + 0.09648875147104263, + 0.14891384541988373, + 0.06126973032951355, + 0.10658230632543564 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.23518773913383484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373924642801285 + ], + "opposite_logprob_tokens": [ + -3.4087393283843994 + ], + "logprob_reward": -0.03373924642801285, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373924642801285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08856607973575592, + 0.05986982583999634, + 0.19459137320518494, + 0.06808210909366608, + 0.12851855158805847, + 0.0351230688393116, + 0.05307953432202339, + 0.1698704957962036, + 0.05474796146154404, + 0.14755098521709442 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.03373924642801285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202704653143883 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202704653143883, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202704653143883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1513616442680359, + 0.12131867557764053, + 0.07680404186248779, + 0.173582062125206, + 0.21714623272418976, + 0.026221279054880142, + 0.033229004591703415, + 0.057057999074459076, + 0.056542739272117615, + 0.0867362692952156 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.014202704653143883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097044467926025 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004097044467926025, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097044467926025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09095992147922516, + 0.03146841749548912, + 0.11041596531867981, + 0.05587456002831459, + 0.08967562764883041, + 0.05963556095957756, + 0.05180780962109566, + 0.2480301856994629, + 0.1944381296634674, + 0.06769384443759918 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.004097044467926025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306020215153694 + ], + "opposite_logprob_tokens": [ + -3.168060302734375 + ], + "logprob_reward": -0.04306020215153694, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306020215153694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17888101935386658, + 0.053970370441675186, + 0.1230350136756897, + 0.0670119896531105, + 0.047244638204574585, + 0.03869710490107536, + 0.048882149159908295, + 0.1865123212337494, + 0.07411368191242218, + 0.18165172636508942 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.04306020215153694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from directly above the desk, then orbits in an incredibly slow, smooth arc around the center of the writing action, immersing the viewer in the meticulous detail of the composition. A sheet of slightly yellowed rice paper lies flat on a solid wooden desk, its dark grain and subtle signs of age. A slender, powerful hand, defined by distinct joints, grips a dark brown bamboo-handled brush with expert grace. The suspended wrist demonstrates precise control of pressure. A soft, warm light slants down from above and to the side, like afternoon sunlight filtering through a window lattice, gilding the pristine inkstone and jade paperweight with a gentle patina. As the camera pans, we can clearly see the glossy black brush tip, saturated with rich ink, moving effortlessly across the paper. With each stroke, the thick black ink slowly seeps through the fibers of the rice paper, creating a unique texture with a slightly rough edge and a rich, lustrous center. The dominant color palette of the entire scene, composed of deep wood tones, warm beige, and pure black, creates an atmosphere of tranquility, concentration, and a sense of classic charm and Zen.", + "seed": 5248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000133/group_9/index_5302_seed_5248_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05302807055413723, + "vlm_logprob": -0.05302807055413723, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05302807055413723, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18757641315460205 + ], + "opposite_logprob_tokens": [ + -1.812576413154602 + ], + "logprob_reward": -0.18757641315460205, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18757641315460205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21305353939533234, + 0.04573303461074829, + 0.019761163741350174, + 0.1099565401673317, + 0.05950210615992546, + 0.046234581619501114, + 0.14923885464668274, + 0.09065468609333038, + 0.16370488703250885, + 0.10216061025857925 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.18757641315460205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026382768526673317 + ], + "opposite_logprob_tokens": [ + -3.6513826847076416 + ], + "logprob_reward": -0.026382768526673317, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026382768526673317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22476577758789062, + 0.04001203551888466, + 0.10370901972055435, + 0.1180339828133583, + 0.14515209197998047, + 0.040039945393800735, + 0.10341207683086395, + 0.04793480411171913, + 0.028783131390810013, + 0.14815713465213776 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.026382768526673317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181918703019619 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.0181918703019619, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181918703019619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2748437523841858, + 0.04455362632870674, + 0.050860125571489334, + 0.16971273720264435, + 0.05630213022232056, + 0.22666515409946442, + 0.05327863618731499, + 0.046615611761808395, + 0.04749460145831108, + 0.029673555865883827 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0181918703019619 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193756565451622 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.003193756565451622, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193756565451622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16561757028102875, + 0.14887754619121552, + 0.030102074146270752, + 0.05291980132460594, + 0.1671813577413559, + 0.16249878704547882, + 0.06404688209295273, + 0.05139487236738205, + 0.05999217927455902, + 0.09736887365579605 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.003193756565451622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from directly above the desk and does it orbit in a slow, smooth arc around the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a slender hand with distinct joints gripping a dark brown bamboo-handled brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sheet of slightly yellowed rice paper lying flat on a solid wooden desk with visible dark grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a glossy black brush tip saturated with rich ink moving across the paper, creating thick black ink strokes that seep into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, warm light slanting from above and to the side, gilding a pristine inkstone and jade paperweight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979554422199726 + ], + "opposite_logprob_tokens": [ + -3.5297956466674805 + ], + "logprob_reward": -0.02979554422199726, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979554422199726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3898365795612335, + 0.07615002989768982, + 0.06161673367023468, + 0.032048117369413376, + 0.06466171890497208, + 0.11433490365743637, + 0.039093974977731705, + 0.04554454982280731, + 0.056519631296396255, + 0.12019374966621399 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.02979554422199726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_0/index_tensor([6887, 6887])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_0/index_tensor([6887, 6887])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..59b040e1741550698ec3e444b2c8bac3a55ad751 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_0/index_tensor([6887, 6887])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, panoramic shot slowly opens, capturing a quiet classroom. The soft, cool light of an overcast day filters through the tall glass windows, creating distinct, slanting beams of light. Countless tiny particles of dust drift slowly within these beams like suspended stars. The camera then slowly descends and pans forward, finally focusing on a close-up shot of a sign-in table: a slender, fair wrist belonging to a girl with a neatly styled high ponytail. She wears a classic blue and white school uniform, neatly cuffed. Her fingers, steady and composed, grip a dark blue fountain pen. The gleaming metallic tip hovers hesitantly for a moment above a printed class list on the sign-in table. In this frozen moment, a drop of deep black ink drips silently from the pen tip, spreading rapidly and silently across the rough paper, forming an irregular dot. Then, the camera zooms in slowly and precisely, passing over the girl's hand and concentrating entirely on the spot on the list that was stained by the ink spot, clearly revealing the column title \"Review Class 2\" printed in Song typeface. Below the column, apart from the abrupt ink spot, there is still an unsettling emptiness. The whole scene is filled with a silent atmosphere of pressure and heavy choice in the extreme silence.", + "seed": 19194, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_0/index_6887_seed_19194_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4661364763975143, + "vlm_logprob": -0.4661364763975143, + "vlm_yes_no_margin": 1.45, + "vlm_token_credit": -0.4661364763975143, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8050674200057983 + ], + "opposite_logprob_tokens": [ + -0.18006739020347595 + ], + "logprob_reward": -1.8050674200057983, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8050674200057983, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17964543402194977, + 0.1469491869211197, + 0.04433932900428772, + 0.06800366193056107, + 0.3971385359764099, + 0.03558877110481262, + 0.04549650102853775, + 0.030768202617764473, + 0.028909960761666298, + 0.023160457611083984 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -1.8050674200057983 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814469277858734 + ], + "opposite_logprob_tokens": [ + -3.288144588470459 + ], + "logprob_reward": -0.03814469277858734, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814469277858734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13624690473079681, + 0.13575895130634308, + 0.08264020830392838, + 0.09150055795907974, + 0.37479516863822937, + 0.025413602590560913, + 0.04388919472694397, + 0.04433383047580719, + 0.030395377427339554, + 0.035026177763938904 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.03814469277858734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901301980018616 + ], + "opposite_logprob_tokens": [ + -2.5790131092071533 + ], + "logprob_reward": -0.07901301980018616, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901301980018616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055690765380859375, + 0.09320849925279617, + 0.057796817272901535, + 0.04742877185344696, + 0.5005395412445068, + 0.016549935564398766, + 0.027123669162392616, + 0.056459251791238785, + 0.045570772141218185, + 0.0996318832039833 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.07901301980018616 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28138819336891174 + ], + "opposite_logprob_tokens": [ + -1.4063881635665894 + ], + "logprob_reward": -0.28138819336891174, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28138819336891174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17865197360515594, + 0.03719404339790344, + 0.026193134486675262, + 0.08381304144859314, + 0.4805727005004883, + 0.03669372946023941, + 0.033446669578552246, + 0.039504364132881165, + 0.05482059717178345, + 0.02910974621772766 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.28138819336891174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706905603408813 + ], + "opposite_logprob_tokens": [ + -2.1270689964294434 + ], + "logprob_reward": -0.12706905603408813, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706905603408813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.402206152677536, + 0.19507445394992828, + 0.14517748355865479, + 0.02794906124472618, + 0.08125588297843933, + 0.03232467919588089, + 0.013111862353980541, + 0.049235690385103226, + 0.028340546414256096, + 0.025324184447526932 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.12706905603408813 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, panoramic shot slowly opens, capturing a quiet classroom. The soft, cool light of an overcast day filters through the tall glass windows, creating distinct, slanting beams of light. Countless tiny particles of dust drift slowly within these beams like suspended stars. The camera then slowly descends and pans forward, finally focusing on a close-up shot of a sign-in table: a slender, fair wrist belonging to a girl with a neatly styled high ponytail. She wears a classic blue and white school uniform, neatly cuffed. Her fingers, steady and composed, grip a dark blue fountain pen. The gleaming metallic tip hovers hesitantly for a moment above a printed class list on the sign-in table. In this frozen moment, a drop of deep black ink drips silently from the pen tip, spreading rapidly and silently across the rough paper, forming an irregular dot. Then, the camera zooms in slowly and precisely, passing over the girl's hand and concentrating entirely on the spot on the list that was stained by the ink spot, clearly revealing the column title \"Review Class 2\" printed in Song typeface. Below the column, apart from the abrupt ink spot, there is still an unsettling emptiness. The whole scene is filled with a silent atmosphere of pressure and heavy choice in the extreme silence.", + "seed": 19195, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_0/index_6887_seed_19195_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.29528518170118334, + "vlm_logprob": -0.29528518170118334, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.29528518170118334, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9748470783233643 + ], + "opposite_logprob_tokens": [ + -0.47484707832336426 + ], + "logprob_reward": -0.9748470783233643, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9748470783233643, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23675891757011414, + 0.04964088276028633, + 0.08335407823324203, + 0.051439087837934494, + 0.03833071142435074, + 0.06694883108139038, + 0.1837603598833084, + 0.21860113739967346, + 0.03226017206907272, + 0.038905780762434006 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.9748470783233643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903856784105301 + ], + "opposite_logprob_tokens": [ + -2.579038619995117 + ], + "logprob_reward": -0.07903856784105301, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903856784105301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18729037046432495, + 0.0955883041024208, + 0.05904149264097214, + 0.08412706851959229, + 0.05336388200521469, + 0.0828380435705185, + 0.1535690426826477, + 0.18404044210910797, + 0.03563303127884865, + 0.06450831890106201 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.07903856784105301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003282010555267 + ], + "opposite_logprob_tokens": [ + -2.695032835006714 + ], + "logprob_reward": -0.07003282010555267, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003282010555267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051852840930223465, + 0.01912453956902027, + 0.04179359972476959, + 0.08683152496814728, + 0.1073157861828804, + 0.1072312667965889, + 0.09866908192634583, + 0.10237999260425568, + 0.0859600082039833, + 0.298841267824173 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.07003282010555267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25216779112815857 + ], + "opposite_logprob_tokens": [ + -1.502167820930481 + ], + "logprob_reward": -0.25216779112815857, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25216779112815857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04172804579138756, + 0.01589721068739891, + 0.02790815755724907, + 0.0872516855597496, + 0.049121879041194916, + 0.0701540932059288, + 0.22202855348587036, + 0.21816286444664001, + 0.1846531182527542, + 0.08309429883956909 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.25216779112815857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033965110778809 + ], + "opposite_logprob_tokens": [ + -2.350339651107788 + ], + "logprob_reward": -0.10033965110778809, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033965110778809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5253692865371704, + 0.040190503001213074, + 0.0491010844707489, + 0.06290772557258606, + 0.03565118834376335, + 0.016733594238758087, + 0.10817855596542358, + 0.07969529181718826, + 0.03485053777694702, + 0.04732227697968483 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.10033965110778809 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, panoramic shot slowly opens, capturing a quiet classroom. The soft, cool light of an overcast day filters through the tall glass windows, creating distinct, slanting beams of light. Countless tiny particles of dust drift slowly within these beams like suspended stars. The camera then slowly descends and pans forward, finally focusing on a close-up shot of a sign-in table: a slender, fair wrist belonging to a girl with a neatly styled high ponytail. She wears a classic blue and white school uniform, neatly cuffed. Her fingers, steady and composed, grip a dark blue fountain pen. The gleaming metallic tip hovers hesitantly for a moment above a printed class list on the sign-in table. In this frozen moment, a drop of deep black ink drips silently from the pen tip, spreading rapidly and silently across the rough paper, forming an irregular dot. Then, the camera zooms in slowly and precisely, passing over the girl's hand and concentrating entirely on the spot on the list that was stained by the ink spot, clearly revealing the column title \"Review Class 2\" printed in Song typeface. Below the column, apart from the abrupt ink spot, there is still an unsettling emptiness. The whole scene is filled with a silent atmosphere of pressure and heavy choice in the extreme silence.", + "seed": 19196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_0/index_6887_seed_19196_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4176010124385357, + "vlm_logprob": -0.4176010124385357, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.4176010124385357, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6008023023605347 + ], + "opposite_logprob_tokens": [ + -0.22580228745937347 + ], + "logprob_reward": -1.6008023023605347, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6008023023605347, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.35183119773864746, + 0.1751268357038498, + 0.11218008399009705, + 0.08694466203451157, + 0.054381102323532104, + 0.034338150173425674, + 0.040789615362882614, + 0.033093612641096115, + 0.03572569787502289, + 0.07558908313512802 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -1.6008023023605347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048701103776693344 + ], + "opposite_logprob_tokens": [ + -3.048701047897339 + ], + "logprob_reward": -0.048701103776693344, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048701103776693344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38395240902900696, + 0.10384725779294968, + 0.05889640003442764, + 0.06752899289131165, + 0.1911150962114334, + 0.03856993466615677, + 0.022133583202958107, + 0.049691636115312576, + 0.030414029955863953, + 0.05385063961148262 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.048701103776693344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054977089166641235 + ], + "opposite_logprob_tokens": [ + -2.9299771785736084 + ], + "logprob_reward": -0.054977089166641235, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054977089166641235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12520231306552887, + 0.05879420042037964, + 0.048740025609731674, + 0.15717990696430206, + 0.10512945801019669, + 0.08347731083631516, + 0.041330669075250626, + 0.2399321347475052, + 0.06517992913722992, + 0.0750340148806572 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.054977089166641235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349197030067444 + ], + "opposite_logprob_tokens": [ + -1.313491940498352 + ], + "logprob_reward": -0.31349197030067444, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31349197030067444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3646628260612488, + 0.08225690573453903, + 0.055483829230070114, + 0.07296539098024368, + 0.08404403924942017, + 0.0705973282456398, + 0.06179871782660484, + 0.12436260282993317, + 0.022616757079958916, + 0.06121165305376053 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.31349197030067444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003259658813477 + ], + "opposite_logprob_tokens": [ + -2.6950325965881348 + ], + "logprob_reward": -0.07003259658813477, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003259658813477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3459351658821106, + 0.14734159409999847, + 0.038647666573524475, + 0.07186059653759003, + 0.03417479991912842, + 0.06708100438117981, + 0.02113950625061989, + 0.10518187284469604, + 0.03942854329943657, + 0.12920936942100525 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.07003259658813477 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, panoramic shot slowly opens, capturing a quiet classroom. The soft, cool light of an overcast day filters through the tall glass windows, creating distinct, slanting beams of light. Countless tiny particles of dust drift slowly within these beams like suspended stars. The camera then slowly descends and pans forward, finally focusing on a close-up shot of a sign-in table: a slender, fair wrist belonging to a girl with a neatly styled high ponytail. She wears a classic blue and white school uniform, neatly cuffed. Her fingers, steady and composed, grip a dark blue fountain pen. The gleaming metallic tip hovers hesitantly for a moment above a printed class list on the sign-in table. In this frozen moment, a drop of deep black ink drips silently from the pen tip, spreading rapidly and silently across the rough paper, forming an irregular dot. Then, the camera zooms in slowly and precisely, passing over the girl's hand and concentrating entirely on the spot on the list that was stained by the ink spot, clearly revealing the column title \"Review Class 2\" printed in Song typeface. Below the column, apart from the abrupt ink spot, there is still an unsettling emptiness. The whole scene is filled with a silent atmosphere of pressure and heavy choice in the extreme silence.", + "seed": 19197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_0/index_6887_seed_19197_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3956162042915821, + "vlm_logprob": -0.3956162042915821, + "vlm_yes_no_margin": 1.699999988079071, + "vlm_token_credit": -0.3956162042915821, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5023133754730225 + ], + "opposite_logprob_tokens": [ + -0.2523133158683777 + ], + "logprob_reward": -1.5023133754730225, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5023133754730225, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2120227962732315, + 0.10552316904067993, + 0.07606671750545502, + 0.05925154313445091, + 0.06142302602529526, + 0.08445941656827927, + 0.16577647626399994, + 0.09279331564903259, + 0.08316627144813538, + 0.05951729416847229 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -1.5023133754730225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210127845406532 + ], + "opposite_logprob_tokens": [ + -2.812101364135742 + ], + "logprob_reward": -0.06210127845406532, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210127845406532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2953142523765564, + 0.05980093032121658, + 0.08214206993579865, + 0.12907633185386658, + 0.0445319302380085, + 0.0800752118229866, + 0.11296585202217102, + 0.04933217912912369, + 0.055675603449344635, + 0.09108562767505646 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.06210127845406532 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038119908422231674 + ], + "opposite_logprob_tokens": [ + -3.2881197929382324 + ], + "logprob_reward": -0.038119908422231674, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038119908422231674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18755297362804413, + 0.03839923068881035, + 0.06357862800359726, + 0.04490174353122711, + 0.03278278186917305, + 0.11841614544391632, + 0.1506657898426056, + 0.062090590596199036, + 0.0939372330904007, + 0.20767496526241302 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.038119908422231674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31348472833633423 + ], + "opposite_logprob_tokens": [ + -1.3134846687316895 + ], + "logprob_reward": -0.31348472833633423, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31348472833633423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13216955959796906, + 0.057936109602451324, + 0.0963405892252922, + 0.08650295436382294, + 0.09068182110786438, + 0.12826481461524963, + 0.10390131920576096, + 0.043337974697351456, + 0.12461860477924347, + 0.13624629378318787 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.31348472833633423 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle panoramic shot of a quiet classroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a slender fair wrist with a high ponytail wearing a blue and white school uniform visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of deep black ink drip from a fountain pen and spread across a printed class list?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in to reveal the column title 'Review Class 2' printed in Song typeface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include slanting beams of light from overcast windows with visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206173077225685 + ], + "opposite_logprob_tokens": [ + -2.8120617866516113 + ], + "logprob_reward": -0.06206173077225685, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206173077225685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5481950640678406, + 0.06491728872060776, + 0.04529445618391037, + 0.0345429852604866, + 0.02483934909105301, + 0.06618642807006836, + 0.043440766632556915, + 0.029616523534059525, + 0.07858890295028687, + 0.06437820196151733 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.06206173077225685 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_1/index_tensor([1100, 1100])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_1/index_tensor([1100, 1100])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..faee1758c3e111d6870dbd822cdaf9a6a7c35c6d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_1/index_tensor([1100, 1100])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic macro shot captures the intimate details of a lone candle flame, the camera moving in slow, deliberate orbits around its flickering wick. The wick, a delicate, jagged thread, its tip emitting a deep, fiery red glow, gives rise to a dancing flame that sways and dances in the profound darkness. This teardrop of liquid light displays a mesmerizing gradient, from an ethereal blue at its base to a vibrant, pulsating golden and fiery orange body, culminating in a licking, smoky ashtray. The flame rises from a shimmering, translucent pool of melted wax, its surface trembling, perfectly reflecting its hypnotic movement. As the camera rotates smoothly, it reveals the flame's ever-changing shape, stretching, splitting, and condensing in a silent, graceful rhythm. The velvety black abyss of the background creates a stark, high-contrast composition, imbuing the scene with an atmosphere of tranquility, contemplation, and deep intimacy, one completely focused on a unique, enduring source of warmth and light.", + "seed": 6279, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_1/index_1100_seed_6279_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028579405136406423, + "vlm_logprob": -0.028579405136406423, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.028579405136406423, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008066102862358093 + ], + "opposite_logprob_tokens": [ + -5.008066177368164 + ], + "logprob_reward": -0.008066102862358093, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008066102862358093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16624514758586884, + 0.04197541996836662, + 0.06250473111867905, + 0.08051035553216934, + 0.03239694982767105, + 0.07351312041282654, + 0.24510933458805084, + 0.1885688453912735, + 0.08340732008218765, + 0.02576874941587448 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.008066102862358093 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036259638145565987 + ], + "opposite_logprob_tokens": [ + -5.628625869750977 + ], + "logprob_reward": -0.0036259638145565987, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036259638145565987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28400564193725586, + 0.0389527827501297, + 0.05680302530527115, + 0.07453709095716476, + 0.027146773412823677, + 0.017566584050655365, + 0.1669350117444992, + 0.28002503514289856, + 0.04268072172999382, + 0.01134735718369484 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0036259638145565987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198120683431625 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198120683431625, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198120683431625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10090094059705734, + 0.06463179737329483, + 0.0809670016169548, + 0.09601331502199173, + 0.07926391810178757, + 0.11415249109268188, + 0.12532784044742584, + 0.23957079648971558, + 0.07621992379426956, + 0.02295195311307907 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.014198120683431625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062052879482507706 + ], + "opposite_logprob_tokens": [ + -2.8120529651641846 + ], + "logprob_reward": -0.062052879482507706, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062052879482507706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23697295784950256, + 0.0615265779197216, + 0.032348886132240295, + 0.07890905439853668, + 0.03421775996685028, + 0.09374929964542389, + 0.10932279378175735, + 0.206289142370224, + 0.11403924971818924, + 0.032624248415231705 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.062052879482507706 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054953958839178085 + ], + "opposite_logprob_tokens": [ + -2.9299540519714355 + ], + "logprob_reward": -0.054953958839178085, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054953958839178085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33674463629722595, + 0.05943145602941513, + 0.034531693905591965, + 0.13037949800491333, + 0.050407517701387405, + 0.01696791686117649, + 0.23117795586585999, + 0.09444045275449753, + 0.03056514263153076, + 0.015353712253272533 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.054953958839178085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic macro shot captures the intimate details of a lone candle flame, the camera moving in slow, deliberate orbits around its flickering wick. The wick, a delicate, jagged thread, its tip emitting a deep, fiery red glow, gives rise to a dancing flame that sways and dances in the profound darkness. This teardrop of liquid light displays a mesmerizing gradient, from an ethereal blue at its base to a vibrant, pulsating golden and fiery orange body, culminating in a licking, smoky ashtray. The flame rises from a shimmering, translucent pool of melted wax, its surface trembling, perfectly reflecting its hypnotic movement. As the camera rotates smoothly, it reveals the flame's ever-changing shape, stretching, splitting, and condensing in a silent, graceful rhythm. The velvety black abyss of the background creates a stark, high-contrast composition, imbuing the scene with an atmosphere of tranquility, contemplation, and deep intimacy, one completely focused on a unique, enduring source of warmth and light.", + "seed": 6280, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_1/index_1100_seed_6280_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0577841741964221, + "vlm_logprob": -0.0577841741964221, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.0577841741964221, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01082842517644167 + ], + "opposite_logprob_tokens": [ + -4.760828495025635 + ], + "logprob_reward": -0.01082842517644167, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01082842517644167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13255095481872559, + 0.11230408400297165, + 0.03158564120531082, + 0.04732082784175873, + 0.14824162423610687, + 0.06295805424451828, + 0.0832349956035614, + 0.072085902094841, + 0.16699530184268951, + 0.14272260665893555 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.01082842517644167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798052720725536 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798052720725536, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798052720725536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09761082381010056, + 0.11963768303394318, + 0.02904573641717434, + 0.03837813064455986, + 0.47049930691719055, + 0.03771146759390831, + 0.05680520832538605, + 0.03401082754135132, + 0.052194345742464066, + 0.06410644948482513 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.009798052720725536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544653378427029 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544653378427029, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544653378427029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0762544497847557, + 0.04682439565658569, + 0.015406288206577301, + 0.04087560251355171, + 0.04698474705219269, + 0.05987384170293808, + 0.2101631611585617, + 0.0512993261218071, + 0.31976839900016785, + 0.13254982233047485 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.012544653378427029 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295279115438461 + ], + "opposite_logprob_tokens": [ + -2.237952709197998 + ], + "logprob_reward": -0.11295279115438461, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295279115438461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1442544013261795, + 0.07957641780376434, + 0.044966816902160645, + 0.07963374257087708, + 0.06360813975334167, + 0.16573894023895264, + 0.11307365447282791, + 0.059472743421792984, + 0.13513602316379547, + 0.11453920602798462 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.11295279115438461 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279694855213165 + ], + "opposite_logprob_tokens": [ + -2.0177969932556152 + ], + "logprob_reward": -0.14279694855213165, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279694855213165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14608612656593323, + 0.10955019295215607, + 0.08332162350416183, + 0.05500241741538048, + 0.16436435282230377, + 0.1584063619375229, + 0.08531949669122696, + 0.015098954550921917, + 0.048457492142915726, + 0.13439297676086426 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.14279694855213165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic macro shot captures the intimate details of a lone candle flame, the camera moving in slow, deliberate orbits around its flickering wick. The wick, a delicate, jagged thread, its tip emitting a deep, fiery red glow, gives rise to a dancing flame that sways and dances in the profound darkness. This teardrop of liquid light displays a mesmerizing gradient, from an ethereal blue at its base to a vibrant, pulsating golden and fiery orange body, culminating in a licking, smoky ashtray. The flame rises from a shimmering, translucent pool of melted wax, its surface trembling, perfectly reflecting its hypnotic movement. As the camera rotates smoothly, it reveals the flame's ever-changing shape, stretching, splitting, and condensing in a silent, graceful rhythm. The velvety black abyss of the background creates a stark, high-contrast composition, imbuing the scene with an atmosphere of tranquility, contemplation, and deep intimacy, one completely focused on a unique, enduring source of warmth and light.", + "seed": 6281, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_1/index_1100_seed_6281_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08779169535264372, + "vlm_logprob": -0.08779169535264372, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.08779169535264372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02724958397448063 + ], + "opposite_logprob_tokens": [ + -3.652249574661255 + ], + "logprob_reward": -0.02724958397448063, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02724958397448063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10457665473222733, + 0.05629906430840492, + 0.12159533053636551, + 0.10420897603034973, + 0.21955172717571259, + 0.131975919008255, + 0.0482950322329998, + 0.05581999197602272, + 0.08585521578788757, + 0.07182209938764572 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.02724958397448063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076443287543952465 + ], + "opposite_logprob_tokens": [ + -4.882644176483154 + ], + "logprob_reward": -0.0076443287543952465, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076443287543952465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15788809955120087, + 0.0899951308965683, + 0.036938417702913284, + 0.06460164487361908, + 0.20463179051876068, + 0.07041169703006744, + 0.045718878507614136, + 0.12723761796951294, + 0.11508112400770187, + 0.0874955952167511 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0076443287543952465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584410056471825 + ], + "opposite_logprob_tokens": [ + -3.8955843448638916 + ], + "logprob_reward": -0.020584410056471825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584410056471825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06431666761636734, + 0.07929528504610062, + 0.09681203961372375, + 0.05850019305944443, + 0.22108565270900726, + 0.08256799727678299, + 0.10798699408769608, + 0.12425903975963593, + 0.1213090792298317, + 0.04386706277728081 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.020584410056471825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002948969602585 + ], + "opposite_logprob_tokens": [ + -2.6950294971466064 + ], + "logprob_reward": -0.07002948969602585, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002948969602585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08371181786060333, + 0.08852563053369522, + 0.12530596554279327, + 0.09112325310707092, + 0.1201796904206276, + 0.04126862436532974, + 0.056441862136125565, + 0.05925096198916435, + 0.13345572352409363, + 0.20073646306991577 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.07002948969602585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134506642818451 + ], + "opposite_logprob_tokens": [ + -1.3134506940841675 + ], + "logprob_reward": -0.3134506642818451, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134506642818451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09999013692140579, + 0.025232763960957527, + 0.07627145200967789, + 0.04628505930304527, + 0.43019795417785645, + 0.09079995006322861, + 0.02496253326535225, + 0.11082576960325241, + 0.06786253303289413, + 0.027571873739361763 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.3134506642818451 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic macro shot captures the intimate details of a lone candle flame, the camera moving in slow, deliberate orbits around its flickering wick. The wick, a delicate, jagged thread, its tip emitting a deep, fiery red glow, gives rise to a dancing flame that sways and dances in the profound darkness. This teardrop of liquid light displays a mesmerizing gradient, from an ethereal blue at its base to a vibrant, pulsating golden and fiery orange body, culminating in a licking, smoky ashtray. The flame rises from a shimmering, translucent pool of melted wax, its surface trembling, perfectly reflecting its hypnotic movement. As the camera rotates smoothly, it reveals the flame's ever-changing shape, stretching, splitting, and condensing in a silent, graceful rhythm. The velvety black abyss of the background creates a stark, high-contrast composition, imbuing the scene with an atmosphere of tranquility, contemplation, and deep intimacy, one completely focused on a unique, enduring source of warmth and light.", + "seed": 6282, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_1/index_1100_seed_6282_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12478956403210759, + "vlm_logprob": -0.12478956403210759, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.12478956403210759, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017105193808674812 + ], + "opposite_logprob_tokens": [ + -4.1421051025390625 + ], + "logprob_reward": -0.017105193808674812, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017105193808674812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8004966974258423, + 0.013811828568577766, + 0.009249359369277954, + 0.04033677652478218, + 0.012263468466699123, + 0.022969640791416168, + 0.021387973800301552, + 0.012843247503042221, + 0.02368234470486641, + 0.042958639562129974 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.017105193808674812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526660168543458 + ], + "opposite_logprob_tokens": [ + -5.2552666664123535 + ], + "logprob_reward": -0.00526660168543458, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526660168543458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8797796368598938, + 0.007260153070092201, + 0.013402492739260197, + 0.021669942885637283, + 0.012724407017230988, + 0.014936788007616997, + 0.006027035880833864, + 0.01066743303090334, + 0.015612123534083366, + 0.017919940873980522 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.00526660168543458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329319901764393 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329319901764393, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329319901764393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.825875461101532, + 0.013749295845627785, + 0.012536045163869858, + 0.027531055733561516, + 0.014637846499681473, + 0.040536943823099136, + 0.00996580719947815, + 0.018714578822255135, + 0.006718650925904512, + 0.02973434142768383 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.02329319901764393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495768040418625 + ], + "opposite_logprob_tokens": [ + -2.929957628250122 + ], + "logprob_reward": -0.05495768040418625, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495768040418625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7131294012069702, + 0.02884533256292343, + 0.03005281090736389, + 0.05758202075958252, + 0.01718147099018097, + 0.04841415956616402, + 0.03061235137283802, + 0.019790129736065865, + 0.016719162464141846, + 0.037673164159059525 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.05495768040418625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a cinematic macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flame exhibit a gradient from ethereal blue at the base to golden and fiery orange at the top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flame rising from a shimmering, translucent pool of melted wax that reflects the flame's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in slow, deliberate orbits around the flickering wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a velvety black abyss creating a high-contrast composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233251452445984 + ], + "opposite_logprob_tokens": [ + -0.8983251452445984 + ], + "logprob_reward": -0.5233251452445984, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233251452445984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7022482752799988, + 0.007294134236872196, + 0.013040219433605671, + 0.08208159357309341, + 0.007361103780567646, + 0.022264624014496803, + 0.01482797134667635, + 0.029465720057487488, + 0.03208727762103081, + 0.08932910114526749 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.5233251452445984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_10/index_tensor([6756, 6756])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_10/index_tensor([6756, 6756])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..488050228ef4bf661153e979b1718c2306471960 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_10/index_tensor([6756, 6756])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, filmed from a slightly upward angle, slowly pans right across the deep, murky underwater world, revealing an awe-inspiring spectacle: a massive, bioluminescent jellyfish, its translucent parasols threaded with intricate biological veins pulsating with a soft, blue-green glow. Countless slender, luminous tentacles drift gracefully behind it, like silk. With a majestic and deliberate rhythm, the jellyfish, through the rhythmic contraction and expansion of its vast parasols, slowly circles the wreck of an ancient wooden sailing ship, resting quietly on the seabed. The hull of the wreck is thickly coated with algae and barnacles, its broken mast jutting feebly into the darkness, and tiny particles suspended in the water are clearly visible in the light. The jellyfish's own pulsating bioluminescence, the only source of light in the scene, penetrates the nearly inky water around it, casting a shifting, soft, and ethereal light and shadow on the wreck's mottled surface. The color saturation of the entire picture is low, showing a slight film grain and vignette effect, perfectly replicating the unique faded texture of old adventure movies, creating an atmosphere that is both mysterious and magnificent, full of loneliness and a sense of time precipitation.", + "seed": 27370, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_10/index_6756_seed_27370_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022086429642513394, + "vlm_logprob": -0.022086429642513394, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.022086429642513394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0027913199737668037 + ], + "opposite_logprob_tokens": [ + -6.002791404724121 + ], + "logprob_reward": -0.0027913199737668037, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0027913199737668037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12297244369983673, + 0.23406177759170532, + 0.07714208960533142, + 0.06822674721479416, + 0.15086621046066284, + 0.057693835347890854, + 0.07815530151128769, + 0.04147236421704292, + 0.10033893585205078, + 0.06907030940055847 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0027913199737668037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002841128269210458 + ], + "opposite_logprob_tokens": [ + -5.877840995788574 + ], + "logprob_reward": -0.002841128269210458, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002841128269210458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.261250376701355, + 0.13483993709087372, + 0.11103283613920212, + 0.08300977200269699, + 0.04528332129120827, + 0.04813918098807335, + 0.08543375879526138, + 0.05836448818445206, + 0.10095755010843277, + 0.07168883830308914 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002841128269210458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062619164586067 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062619164586067, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062619164586067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14189684391021729, + 0.18308928608894348, + 0.1990140676498413, + 0.06112583726644516, + 0.16774745285511017, + 0.01678403653204441, + 0.048912886530160904, + 0.05984126403927803, + 0.04096274822950363, + 0.08062566816806793 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.016062619164586067 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782115928828716 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782115928828716, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782115928828716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20851601660251617, + 0.08011475950479507, + 0.09724559634923935, + 0.059125665575265884, + 0.04462512582540512, + 0.049196843057870865, + 0.1054859384894371, + 0.14615459740161896, + 0.124177947640419, + 0.08535747975111008 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.009782115928828716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895496487617493 + ], + "opposite_logprob_tokens": [ + -2.5789549350738525 + ], + "logprob_reward": -0.07895496487617493, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895496487617493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10841037333011627, + 0.08863645046949387, + 0.08099886029958725, + 0.08587950468063354, + 0.18036207556724548, + 0.05614268407225609, + 0.08937270939350128, + 0.036065760999917984, + 0.14304649829864502, + 0.13108505308628082 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.07895496487617493 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly upward angle, slowly pans right across the deep, murky underwater world, revealing an awe-inspiring spectacle: a massive, bioluminescent jellyfish, its translucent parasols threaded with intricate biological veins pulsating with a soft, blue-green glow. Countless slender, luminous tentacles drift gracefully behind it, like silk. With a majestic and deliberate rhythm, the jellyfish, through the rhythmic contraction and expansion of its vast parasols, slowly circles the wreck of an ancient wooden sailing ship, resting quietly on the seabed. The hull of the wreck is thickly coated with algae and barnacles, its broken mast jutting feebly into the darkness, and tiny particles suspended in the water are clearly visible in the light. The jellyfish's own pulsating bioluminescence, the only source of light in the scene, penetrates the nearly inky water around it, casting a shifting, soft, and ethereal light and shadow on the wreck's mottled surface. The color saturation of the entire picture is low, showing a slight film grain and vignette effect, perfectly replicating the unique faded texture of old adventure movies, creating an atmosphere that is both mysterious and magnificent, full of loneliness and a sense of time precipitation.", + "seed": 27371, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_10/index_6756_seed_27371_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016680988878943027, + "vlm_logprob": -0.016680988878943027, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.016680988878943027, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014484162675216794 + ], + "opposite_logprob_tokens": [ + -6.751448631286621 + ], + "logprob_reward": -0.0014484162675216794, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0014484162675216794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11767536401748657, + 0.0853930413722992, + 0.0513804666697979, + 0.10922593623399734, + 0.033634431660175323, + 0.07140452414751053, + 0.10203620791435242, + 0.1693287342786789, + 0.1042405366897583, + 0.15568076074123383 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0014484162675216794 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011988840997219086 + ], + "opposite_logprob_tokens": [ + -6.751198768615723 + ], + "logprob_reward": -0.0011988840997219086, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011988840997219086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11185890436172485, + 0.046005647629499435, + 0.03207410126924515, + 0.07013171166181564, + 0.0245183277875185, + 0.14457207918167114, + 0.0520356260240078, + 0.22416077554225922, + 0.16596215963363647, + 0.12868058681488037 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.0011988840997219086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057693526148796 + ], + "opposite_logprob_tokens": [ + -3.8955769538879395 + ], + "logprob_reward": -0.02057693526148796, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057693526148796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17397435009479523, + 0.0612795390188694, + 0.21093490719795227, + 0.05843420326709747, + 0.06090521067380905, + 0.12016689032316208, + 0.0753459706902504, + 0.08631287515163422, + 0.04947532340884209, + 0.10317074507474899 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02057693526148796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052522532641887665 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.0052522532641887665, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052522532641887665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0779811218380928, + 0.04188866540789604, + 0.09538648277521133, + 0.019446007907390594, + 0.023538921028375626, + 0.36034634709358215, + 0.04499588534235954, + 0.20902173221111298, + 0.052178192883729935, + 0.07521664351224899 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.0052522532641887665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054928455501794815 + ], + "opposite_logprob_tokens": [ + -2.9299285411834717 + ], + "logprob_reward": -0.054928455501794815, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054928455501794815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08377328515052795, + 0.037813592702150345, + 0.035774752497673035, + 0.08024824410676956, + 0.029606124386191368, + 0.20352435111999512, + 0.1525736302137375, + 0.24411720037460327, + 0.030290471389889717, + 0.10227831453084946 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.054928455501794815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly upward angle, slowly pans right across the deep, murky underwater world, revealing an awe-inspiring spectacle: a massive, bioluminescent jellyfish, its translucent parasols threaded with intricate biological veins pulsating with a soft, blue-green glow. Countless slender, luminous tentacles drift gracefully behind it, like silk. With a majestic and deliberate rhythm, the jellyfish, through the rhythmic contraction and expansion of its vast parasols, slowly circles the wreck of an ancient wooden sailing ship, resting quietly on the seabed. The hull of the wreck is thickly coated with algae and barnacles, its broken mast jutting feebly into the darkness, and tiny particles suspended in the water are clearly visible in the light. The jellyfish's own pulsating bioluminescence, the only source of light in the scene, penetrates the nearly inky water around it, casting a shifting, soft, and ethereal light and shadow on the wreck's mottled surface. The color saturation of the entire picture is low, showing a slight film grain and vignette effect, perfectly replicating the unique faded texture of old adventure movies, creating an atmosphere that is both mysterious and magnificent, full of loneliness and a sense of time precipitation.", + "seed": 27372, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_10/index_6756_seed_27372_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03061434542760253, + "vlm_logprob": -0.03061434542760253, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.03061434542760253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024371228646486998 + ], + "opposite_logprob_tokens": [ + -6.252437114715576 + ], + "logprob_reward": -0.0024371228646486998, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0024371228646486998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21392802894115448, + 0.0823456272482872, + 0.10558374971151352, + 0.23748718202114105, + 0.05876372009515762, + 0.037221912294626236, + 0.06367632001638412, + 0.06352367252111435, + 0.09870470315217972, + 0.038765113800764084 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0024371228646486998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003216333920136094 + ], + "opposite_logprob_tokens": [ + -5.75321626663208 + ], + "logprob_reward": -0.003216333920136094, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003216333920136094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14816026389598846, + 0.08345306664705276, + 0.1175704151391983, + 0.19512544572353363, + 0.07898318767547607, + 0.054760273545980453, + 0.04032530635595322, + 0.07877290993928909, + 0.10088150948286057, + 0.10196768492460251 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.003216333920136094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043047983199357986 + ], + "opposite_logprob_tokens": [ + -3.1680479049682617 + ], + "logprob_reward": -0.043047983199357986, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043047983199357986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33849242329597473, + 0.047293566167354584, + 0.03632589057087898, + 0.14696353673934937, + 0.08592905849218369, + 0.05195807293057442, + 0.06573791056871414, + 0.15637418627738953, + 0.027164269238710403, + 0.04376117140054703 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.043047983199357986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040937201119959354 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040937201119959354, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040937201119959354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16921792924404144, + 0.06911494582891464, + 0.111136794090271, + 0.028259295970201492, + 0.33166390657424927, + 0.10416761040687561, + 0.038439519703388214, + 0.04764335975050926, + 0.04612977057695389, + 0.05422692373394966 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0040937201119959354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027656704187393 + ], + "opposite_logprob_tokens": [ + -2.350276470184326 + ], + "logprob_reward": -0.10027656704187393, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027656704187393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10852466523647308, + 0.06788717210292816, + 0.06691941618919373, + 0.20464587211608887, + 0.18497802317142487, + 0.06127498671412468, + 0.12445749342441559, + 0.09567587822675705, + 0.04375343397259712, + 0.04188302159309387 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.10027656704187393 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a slightly upward angle, slowly pans right across the deep, murky underwater world, revealing an awe-inspiring spectacle: a massive, bioluminescent jellyfish, its translucent parasols threaded with intricate biological veins pulsating with a soft, blue-green glow. Countless slender, luminous tentacles drift gracefully behind it, like silk. With a majestic and deliberate rhythm, the jellyfish, through the rhythmic contraction and expansion of its vast parasols, slowly circles the wreck of an ancient wooden sailing ship, resting quietly on the seabed. The hull of the wreck is thickly coated with algae and barnacles, its broken mast jutting feebly into the darkness, and tiny particles suspended in the water are clearly visible in the light. The jellyfish's own pulsating bioluminescence, the only source of light in the scene, penetrates the nearly inky water around it, casting a shifting, soft, and ethereal light and shadow on the wreck's mottled surface. The color saturation of the entire picture is low, showing a slight film grain and vignette effect, perfectly replicating the unique faded texture of old adventure movies, creating an atmosphere that is both mysterious and magnificent, full of loneliness and a sense of time precipitation.", + "seed": 27373, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_10/index_6756_seed_27373_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02863694871775806, + "vlm_logprob": -0.02863694871775806, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.02863694871775806, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0038311907555907965 + ], + "opposite_logprob_tokens": [ + -5.753831386566162 + ], + "logprob_reward": -0.0038311907555907965, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0038311907555907965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23265570402145386, + 0.05151858180761337, + 0.2757405936717987, + 0.05323132127523422, + 0.08345621079206467, + 0.06067375838756561, + 0.029325056821107864, + 0.10655010491609573, + 0.07474253326654434, + 0.032106123864650726 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0038311907555907965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019596675410866737 + ], + "opposite_logprob_tokens": [ + -6.251959800720215 + ], + "logprob_reward": -0.0019596675410866737, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019596675410866737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2188967913389206, + 0.10091261565685272, + 0.2056511789560318, + 0.07187288254499435, + 0.08833818137645721, + 0.08155106008052826, + 0.06890900433063507, + 0.06169665604829788, + 0.06808165460824966, + 0.03408995270729065 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0019596675410866737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048649102449417114 + ], + "opposite_logprob_tokens": [ + -3.0486490726470947 + ], + "logprob_reward": -0.048649102449417114, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048649102449417114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11356476694345474, + 0.031868524849414825, + 0.544136643409729, + 0.07514822483062744, + 0.029090188443660736, + 0.02537207119166851, + 0.017548805102705956, + 0.07879162579774857, + 0.06765002757310867, + 0.0168291088193655 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.048649102449417114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978530291467905 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.00978530291467905, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978530291467905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058746255934238434, + 0.05905778333544731, + 0.42801058292388916, + 0.09695442765951157, + 0.040465544909238815, + 0.06768219918012619, + 0.04236561432480812, + 0.11039549857378006, + 0.048905231058597565, + 0.047416869550943375 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.00978530291467905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive bioluminescent jellyfish as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish glowing with a soft blue-green light and featuring translucent parasols with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the jellyfish slowly circling the wreck of an ancient wooden sailing ship resting on the seabed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ship wreck thickly coated with algae and barnacles, with a broken mast jutting into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video feature a long shot filmed from a slightly upward angle that slowly pans right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895947992801666 + ], + "opposite_logprob_tokens": [ + -2.5789594650268555 + ], + "logprob_reward": -0.07895947992801666, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895947992801666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34098902344703674, + 0.08109487593173981, + 0.07785303145647049, + 0.03991243988275528, + 0.058551739901304245, + 0.053002335131168365, + 0.07202473282814026, + 0.07544419169425964, + 0.16545945405960083, + 0.035668205469846725 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.07895947992801666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_11/index_tensor([4907, 4907])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_11/index_tensor([4907, 4907])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6cda34bcfe1dd4d2c77f02259db0e23051717ba2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_11/index_tensor([4907, 4907])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic 360-degree mid-shot, shot from a slightly upward angle, captures a heavily armored general. He wears a full-body suit of dark metal plate, scarred and weathered. The shoulder plates are engraved with roaring animal heads, reflecting a cold, hard sheen in the golden morning sunlight that filters through the mist. As the camera steadily and smoothly rotates around him, we see him amidst a thicket of waist-high, lush, emerald-green grass. He sinks his weight, his arms flexing with muscle, and with decisive and powerful force, he wields a massive, long-handled sword, its blade gleaming with a cold gleam. With a deep roar, he slashes forward with unstoppable force. The blade instantly tears through the green barrier before him, and in a slow-motion effect, severed blades of grass, glistening dewdrops, and moist earth explode in all directions, clearing a path for him to advance. The golden Jesus light outlines the contours of his armor and reflects a brief rainbow light on the splashing water droplets. The whole picture is full of epic determination and unstoppable momentum, creating a solemn and tense atmosphere.", + "seed": 5363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_11/index_4907_seed_5363_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15713257547467946, + "vlm_logprob": -0.15713257547467946, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.15713257547467946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20288977026939392 + ], + "opposite_logprob_tokens": [ + -1.7028898000717163 + ], + "logprob_reward": -0.20288977026939392, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20288977026939392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.110979363322258, + 0.0967576876282692, + 0.026585252955555916, + 0.09653028100728989, + 0.18009096384048462, + 0.04458654299378395, + 0.03151310980319977, + 0.07541491836309433, + 0.19761399924755096, + 0.13992786407470703 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.20288977026939392 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543358840048313 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543358840048313, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543358840048313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24692004919052124, + 0.07522224634885788, + 0.08601915836334229, + 0.11118768155574799, + 0.19955669343471527, + 0.027448153123259544, + 0.07285862416028976, + 0.042978011071681976, + 0.08931894600391388, + 0.04849044606089592 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.012543358840048313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634584717452526 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634584717452526, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634584717452526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09344680607318878, + 0.0888051763176918, + 0.04569338634610176, + 0.05565517768263817, + 0.20744003355503082, + 0.08088435977697372, + 0.15000589191913605, + 0.100688636302948, + 0.059032730758190155, + 0.11834782361984253 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.02634584717452526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233012437820435 + ], + "opposite_logprob_tokens": [ + -0.8983012437820435 + ], + "logprob_reward": -0.5233012437820435, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233012437820435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1266079843044281, + 0.17392034828662872, + 0.14494013786315918, + 0.06253820657730103, + 0.20155231654644012, + 0.05883562192320824, + 0.054265622049570084, + 0.09717486053705215, + 0.034147944301366806, + 0.04601695016026497 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.5233012437820435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205826573073864 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205826573073864, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205826573073864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14809556305408478, + 0.08172288537025452, + 0.03989513963460922, + 0.10450470447540283, + 0.16560573875904083, + 0.05133572220802307, + 0.06552829593420029, + 0.054956283420324326, + 0.23225191235542297, + 0.05610383301973343 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0205826573073864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic 360-degree mid-shot, shot from a slightly upward angle, captures a heavily armored general. He wears a full-body suit of dark metal plate, scarred and weathered. The shoulder plates are engraved with roaring animal heads, reflecting a cold, hard sheen in the golden morning sunlight that filters through the mist. As the camera steadily and smoothly rotates around him, we see him amidst a thicket of waist-high, lush, emerald-green grass. He sinks his weight, his arms flexing with muscle, and with decisive and powerful force, he wields a massive, long-handled sword, its blade gleaming with a cold gleam. With a deep roar, he slashes forward with unstoppable force. The blade instantly tears through the green barrier before him, and in a slow-motion effect, severed blades of grass, glistening dewdrops, and moist earth explode in all directions, clearing a path for him to advance. The golden Jesus light outlines the contours of his armor and reflects a brief rainbow light on the splashing water droplets. The whole picture is full of epic determination and unstoppable momentum, creating a solemn and tense atmosphere.", + "seed": 5364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_11/index_4907_seed_5364_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12804132821038366, + "vlm_logprob": -0.12804132821038366, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.12804132821038366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2829941511154175 + ], + "opposite_logprob_tokens": [ + -1.4079941511154175 + ], + "logprob_reward": -0.2829941511154175, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2829941511154175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34748974442481995, + 0.07700734585523605, + 0.059844765812158585, + 0.04969531670212746, + 0.05717397853732109, + 0.04871692508459091, + 0.05988195538520813, + 0.06179673969745636, + 0.10766495019197464, + 0.13072828948497772 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.2829941511154175 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639714982360601 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.007639714982360601, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639714982360601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18623322248458862, + 0.09018328785896301, + 0.18619592487812042, + 0.04294399917125702, + 0.14572928845882416, + 0.05237499624490738, + 0.09627985209226608, + 0.06966052949428558, + 0.06332810968160629, + 0.06707083433866501 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.007639714982360601 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635246515274048 + ], + "opposite_logprob_tokens": [ + -3.6513524055480957 + ], + "logprob_reward": -0.02635246515274048, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635246515274048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1293894648551941, + 0.11252924054861069, + 0.1787784844636917, + 0.04991292953491211, + 0.12374015152454376, + 0.07113704830408096, + 0.04570245370268822, + 0.12191159278154373, + 0.03663942217826843, + 0.13025915622711182 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.02635246515274048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343382596969604 + ], + "opposite_logprob_tokens": [ + -1.3134338855743408 + ], + "logprob_reward": -0.31343382596969604, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343382596969604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13432767987251282, + 0.07375653833150864, + 0.11075140535831451, + 0.04299790412187576, + 0.078992560505867, + 0.12820908427238464, + 0.0997743010520935, + 0.22424235939979553, + 0.06866073608398438, + 0.038287464529275894 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.31343382596969604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10558493435382843, + 0.10868418961763382, + 0.1578308492898941, + 0.04420299455523491, + 0.13102568686008453, + 0.11399095505475998, + 0.06613143533468246, + 0.1186460480093956, + 0.0683666467666626, + 0.08553625643253326 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.009786483831703663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic 360-degree mid-shot, shot from a slightly upward angle, captures a heavily armored general. He wears a full-body suit of dark metal plate, scarred and weathered. The shoulder plates are engraved with roaring animal heads, reflecting a cold, hard sheen in the golden morning sunlight that filters through the mist. As the camera steadily and smoothly rotates around him, we see him amidst a thicket of waist-high, lush, emerald-green grass. He sinks his weight, his arms flexing with muscle, and with decisive and powerful force, he wields a massive, long-handled sword, its blade gleaming with a cold gleam. With a deep roar, he slashes forward with unstoppable force. The blade instantly tears through the green barrier before him, and in a slow-motion effect, severed blades of grass, glistening dewdrops, and moist earth explode in all directions, clearing a path for him to advance. The golden Jesus light outlines the contours of his armor and reflects a brief rainbow light on the splashing water droplets. The whole picture is full of epic determination and unstoppable momentum, creating a solemn and tense atmosphere.", + "seed": 5365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_11/index_4907_seed_5365_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20138108590617776, + "vlm_logprob": -0.20138108590617776, + "vlm_yes_no_margin": 2.8500000119209288, + "vlm_token_credit": -0.20138108590617776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38814061880111694 + ], + "opposite_logprob_tokens": [ + -1.1381406784057617 + ], + "logprob_reward": -0.38814061880111694, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38814061880111694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29492470622062683, + 0.09234746545553207, + 0.07863511890172958, + 0.08397645503282547, + 0.032536476850509644, + 0.042108435183763504, + 0.13724385201931, + 0.19051963090896606, + 0.017533810809254646, + 0.030174098908901215 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.38814061880111694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648322895169258 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648322895169258, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648322895169258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12453930824995041, + 0.17604109644889832, + 0.11073779314756393, + 0.0710938349366188, + 0.05583203583955765, + 0.07339321076869965, + 0.061126578599214554, + 0.2460099309682846, + 0.04162737354636192, + 0.03959885984659195 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.008648322895169258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348169893026352 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.026348169893026352, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348169893026352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08250252157449722, + 0.054547782987356186, + 0.021177636459469795, + 0.06493746489286423, + 0.0419652946293354, + 0.20576824247837067, + 0.2935095727443695, + 0.12810808420181274, + 0.026455184444785118, + 0.08102814853191376 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.026348169893026352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761365294456482 + ], + "opposite_logprob_tokens": [ + -0.8261365294456482 + ], + "logprob_reward": -0.5761365294456482, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761365294456482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18371626734733582, + 0.09814958274364471, + 0.0541987419128418, + 0.06582660973072052, + 0.08762882649898529, + 0.061373885720968246, + 0.23149552941322327, + 0.07573145627975464, + 0.0662909522652626, + 0.07558825612068176 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.5761365294456482 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631788495928049 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631788495928049, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631788495928049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15482094883918762, + 0.06611191481351852, + 0.023043964058160782, + 0.05869833379983902, + 0.04080875217914581, + 0.22866390645503998, + 0.1004139855504036, + 0.2591962516307831, + 0.020259717479348183, + 0.047982268035411835 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.007631788495928049 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic 360-degree mid-shot, shot from a slightly upward angle, captures a heavily armored general. He wears a full-body suit of dark metal plate, scarred and weathered. The shoulder plates are engraved with roaring animal heads, reflecting a cold, hard sheen in the golden morning sunlight that filters through the mist. As the camera steadily and smoothly rotates around him, we see him amidst a thicket of waist-high, lush, emerald-green grass. He sinks his weight, his arms flexing with muscle, and with decisive and powerful force, he wields a massive, long-handled sword, its blade gleaming with a cold gleam. With a deep roar, he slashes forward with unstoppable force. The blade instantly tears through the green barrier before him, and in a slow-motion effect, severed blades of grass, glistening dewdrops, and moist earth explode in all directions, clearing a path for him to advance. The golden Jesus light outlines the contours of his armor and reflects a brief rainbow light on the splashing water droplets. The whole picture is full of epic determination and unstoppable momentum, creating a solemn and tense atmosphere.", + "seed": 5366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_11/index_4907_seed_5366_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27136263754218815, + "vlm_logprob": -0.27136263754218815, + "vlm_yes_no_margin": 2.624999988079071, + "vlm_token_credit": -0.27136263754218815, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2529667615890503 + ], + "opposite_logprob_tokens": [ + -1.5029667615890503 + ], + "logprob_reward": -0.2529667615890503, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2529667615890503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18609532713890076, + 0.04985567182302475, + 0.031737446784973145, + 0.03424730896949768, + 0.14990340173244476, + 0.07007099688053131, + 0.10471643507480621, + 0.12125921994447708, + 0.19290557503700256, + 0.059208597987890244 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.2529667615890503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546890415251255 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012546890415251255, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546890415251255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05727560073137283, + 0.04018336907029152, + 0.05086299404501915, + 0.01711377315223217, + 0.034584417939186096, + 0.15104307234287262, + 0.04871230944991112, + 0.335816353559494, + 0.10906460881233215, + 0.1553434580564499 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.012546890415251255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349330320954323 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.026349330320954323, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349330320954323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07508827745914459, + 0.030222946777939796, + 0.0190900806337595, + 0.08435049653053284, + 0.048148855566978455, + 0.20276415348052979, + 0.11098942905664444, + 0.0715990737080574, + 0.09889940917491913, + 0.25884729623794556 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.026349330320954323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538663864135742 + ], + "opposite_logprob_tokens": [ + -0.42886632680892944 + ], + "logprob_reward": -1.0538663864135742, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0538663864135742, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07004090398550034, + 0.03173557668924332, + 0.056895188987255096, + 0.0769367665052414, + 0.14165595173835754, + 0.11951709538698196, + 0.055830445140600204, + 0.3146154582500458, + 0.046645794063806534, + 0.08612683415412903 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -1.0538663864135742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavily armored general wearing a full-body suit of dark metal plate armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a thicket of waist-high, lush, emerald-green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the general wield a massive, long-handled sword and slash forward with force?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady, smooth 360-degree rotation around the general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a slow-motion effect showing severed grass, glistening dewdrops, and moist earth exploding in all directions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083818972110748 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083818972110748, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083818972110748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058210305869579315, + 0.04497583582997322, + 0.02568129450082779, + 0.04412486031651497, + 0.04199974611401558, + 0.1572711318731308, + 0.05138456076383591, + 0.31704550981521606, + 0.11715575307607651, + 0.14215096831321716 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.011083818972110748 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_12/index_tensor([4498, 4498])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_12/index_tensor([4498, 4498])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c49e44655e880757d92768054c19fb23d95bdb69 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_12/index_tensor([4498, 4498])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "series of rapid, dynamic cuts captures the intense collaborative energy of a small, diverse team of engineers. The scene begins with a low-angle, medium shot of the group huddled in a dimly lit, high-tech laboratory with a polished concrete floor. Their silhouettes are silhouetted against a vast, floor-to-ceiling glass wall, where complex mathematical formulas and intricate geometric shapes glow with a bright, electric blue light. The camera then switches to a tight close-up of the face of a young East Asian woman, her dark hair pulled back in a bun, thin-rimmed glasses perched on her nose; as she frowns, the glowing blue equations are reflected in her lens. She is completely absorbed. A subsequent cut reveals a detailed shot of a man's hand, a middle-aged Black engineer in a gray cashmere sweater, decisively pointing his open palm at a specific glowing entity on the glass, his finger tracing its curve in the air. This is followed by another shot, a shoulder-length shot of a young White man with shaggy blond hair, who leans over and quickly uses a stylus to add a new string of glowing white variables to the wall. The figure comes alive upon contact. The entire scene is bathed in cool, high-contrast light from the glass, casting sharp shadows and creating an atmosphere of tension, intelligence, and impending breakthrough.", + "seed": 11023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_12/index_4498_seed_11023_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013207659323234111, + "vlm_logprob": -0.013207659323234111, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.013207659323234111, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02421482466161251 + ], + "opposite_logprob_tokens": [ + -3.774214744567871 + ], + "logprob_reward": -0.02421482466161251, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02421482466161251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23345761001110077, + 0.23488163948059082, + 0.07155623286962509, + 0.03214780241250992, + 0.07526741176843643, + 0.12200397253036499, + 0.03591262176632881, + 0.03746362030506134, + 0.08505386859178543, + 0.0722552090883255 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.02421482466161251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007366804056800902 + ], + "opposite_logprob_tokens": [ + -7.250736713409424 + ], + "logprob_reward": -0.0007366804056800902, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007366804056800902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43633055686950684, + 0.10958702862262726, + 0.11460290849208832, + 0.02308371104300022, + 0.04631569981575012, + 0.04826829582452774, + 0.07587813585996628, + 0.05832120403647423, + 0.045655425637960434, + 0.04195699095726013 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0007366804056800902 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022047278471291065 + ], + "opposite_logprob_tokens": [ + -6.127204895019531 + ], + "logprob_reward": -0.0022047278471291065, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022047278471291065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31477081775665283, + 0.053200613707304, + 0.0870809555053711, + 0.10189502686262131, + 0.0902162417769432, + 0.15747033059597015, + 0.024648107588291168, + 0.05178803950548172, + 0.06287310272455215, + 0.05605679005384445 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0022047278471291065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634294331073761 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.02634294331073761, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634294331073761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058228734880685806, + 0.052891701459884644, + 0.06334120035171509, + 0.043772611767053604, + 0.11645124107599258, + 0.13319754600524902, + 0.10327443480491638, + 0.1384650468826294, + 0.26300814747810364, + 0.027369270101189613 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.02634294331073761 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539120391011238 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539120391011238, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539120391011238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09083840250968933, + 0.05284044146537781, + 0.0354548916220665, + 0.033697739243507385, + 0.04912961274385452, + 0.11809533089399338, + 0.13393376767635345, + 0.055936284363269806, + 0.29783448576927185, + 0.13223907351493835 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.012539120391011238 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of rapid, dynamic cuts captures the intense collaborative energy of a small, diverse team of engineers. The scene begins with a low-angle, medium shot of the group huddled in a dimly lit, high-tech laboratory with a polished concrete floor. Their silhouettes are silhouetted against a vast, floor-to-ceiling glass wall, where complex mathematical formulas and intricate geometric shapes glow with a bright, electric blue light. The camera then switches to a tight close-up of the face of a young East Asian woman, her dark hair pulled back in a bun, thin-rimmed glasses perched on her nose; as she frowns, the glowing blue equations are reflected in her lens. She is completely absorbed. A subsequent cut reveals a detailed shot of a man's hand, a middle-aged Black engineer in a gray cashmere sweater, decisively pointing his open palm at a specific glowing entity on the glass, his finger tracing its curve in the air. This is followed by another shot, a shoulder-length shot of a young White man with shaggy blond hair, who leans over and quickly uses a stylus to add a new string of glowing white variables to the wall. The figure comes alive upon contact. The entire scene is bathed in cool, high-contrast light from the glass, casting sharp shadows and creating an atmosphere of tension, intelligence, and impending breakthrough.", + "seed": 11024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_12/index_4498_seed_11024_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028041477827355266, + "vlm_logprob": -0.028041477827355266, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.028041477827355266, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04956524446606636 + ], + "opposite_logprob_tokens": [ + -3.049565315246582 + ], + "logprob_reward": -0.04956524446606636, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04956524446606636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2324308305978775, + 0.08314130455255508, + 0.07199626415967941, + 0.0651354044675827, + 0.08823569118976593, + 0.14762865006923676, + 0.10948599129915237, + 0.04836256057024002, + 0.06638386845588684, + 0.08719944953918457 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.04956524446606636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006484074983745813 + ], + "opposite_logprob_tokens": [ + -7.375648498535156 + ], + "logprob_reward": -0.0006484074983745813, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006484074983745813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2353101521730423, + 0.10024897754192352, + 0.07137967646121979, + 0.08898234367370605, + 0.06157132610678673, + 0.11429348587989807, + 0.03590668737888336, + 0.0611385814845562, + 0.18587245047092438, + 0.04529634490609169 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.0006484074983745813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257233511656523 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257233511656523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257233511656523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1060740053653717, + 0.062212102115154266, + 0.25665774941444397, + 0.10172723978757858, + 0.0809677317738533, + 0.08368431031703949, + 0.08626362681388855, + 0.03809814900159836, + 0.07821635901927948, + 0.10609880089759827 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.005257233511656523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494188517332077 + ], + "opposite_logprob_tokens": [ + -2.9299418926239014 + ], + "logprob_reward": -0.05494188517332077, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494188517332077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07734625041484833, + 0.07456325739622116, + 0.14169800281524658, + 0.13466358184814453, + 0.07876531779766083, + 0.20385204255580902, + 0.07883825153112411, + 0.08069892227649689, + 0.05702480301260948, + 0.07254964113235474 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.05494188517332077 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794618487358093 + ], + "opposite_logprob_tokens": [ + -3.529794692993164 + ], + "logprob_reward": -0.029794618487358093, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794618487358093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08041764795780182, + 0.06995949149131775, + 0.12103242427110672, + 0.09589023888111115, + 0.07626938074827194, + 0.12904489040374756, + 0.051707614213228226, + 0.08751692622900009, + 0.10819215327501297, + 0.17996926605701447 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.029794618487358093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of rapid, dynamic cuts captures the intense collaborative energy of a small, diverse team of engineers. The scene begins with a low-angle, medium shot of the group huddled in a dimly lit, high-tech laboratory with a polished concrete floor. Their silhouettes are silhouetted against a vast, floor-to-ceiling glass wall, where complex mathematical formulas and intricate geometric shapes glow with a bright, electric blue light. The camera then switches to a tight close-up of the face of a young East Asian woman, her dark hair pulled back in a bun, thin-rimmed glasses perched on her nose; as she frowns, the glowing blue equations are reflected in her lens. She is completely absorbed. A subsequent cut reveals a detailed shot of a man's hand, a middle-aged Black engineer in a gray cashmere sweater, decisively pointing his open palm at a specific glowing entity on the glass, his finger tracing its curve in the air. This is followed by another shot, a shoulder-length shot of a young White man with shaggy blond hair, who leans over and quickly uses a stylus to add a new string of glowing white variables to the wall. The figure comes alive upon contact. The entire scene is bathed in cool, high-contrast light from the glass, casting sharp shadows and creating an atmosphere of tension, intelligence, and impending breakthrough.", + "seed": 11025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_12/index_4498_seed_11025_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040626293083187194, + "vlm_logprob": -0.040626293083187194, + "vlm_yes_no_margin": 4.399999952316284, + "vlm_token_credit": -0.040626293083187194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16189895570278168 + ], + "opposite_logprob_tokens": [ + -1.9118989706039429 + ], + "logprob_reward": -0.16189895570278168, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16189895570278168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10022252798080444, + 0.06032620742917061, + 0.31778085231781006, + 0.1319921463727951, + 0.20167852938175201, + 0.04588964954018593, + 0.04060545191168785, + 0.03932332992553711, + 0.04012823849916458, + 0.022053038701415062 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.16189895570278168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007333449902944267 + ], + "opposite_logprob_tokens": [ + -7.250733375549316 + ], + "logprob_reward": -0.0007333449902944267, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007333449902944267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10059456527233124, + 0.056228380650281906, + 0.33605486154556274, + 0.14622411131858826, + 0.1943427473306656, + 0.04354185238480568, + 0.021474545821547508, + 0.04873434081673622, + 0.024307359009981155, + 0.02849726192653179 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.0007333449902944267 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978435855358839 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.00978435855358839, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978435855358839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11601535230875015, + 0.161293625831604, + 0.202427476644516, + 0.05951052904129028, + 0.20713366568088531, + 0.029027987271547318, + 0.03233196586370468, + 0.04871321842074394, + 0.09045033156871796, + 0.05309586599469185 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.00978435855358839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533823028206825 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533823028206825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533823028206825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054043181240558624, + 0.07258252799510956, + 0.23260262608528137, + 0.06199377402663231, + 0.1615530401468277, + 0.04585116729140282, + 0.028236569836735725, + 0.039873603731393814, + 0.21006309986114502, + 0.09320040792226791 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.012533823028206825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180983141064644 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180983141064644, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018180983141064644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10228963941335678, + 0.051056645810604095, + 0.10743832588195801, + 0.1380998194217682, + 0.10395753383636475, + 0.02956930547952652, + 0.030048908665776253, + 0.07821732759475708, + 0.17738597095012665, + 0.18193653225898743 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.018180983141064644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of rapid, dynamic cuts captures the intense collaborative energy of a small, diverse team of engineers. The scene begins with a low-angle, medium shot of the group huddled in a dimly lit, high-tech laboratory with a polished concrete floor. Their silhouettes are silhouetted against a vast, floor-to-ceiling glass wall, where complex mathematical formulas and intricate geometric shapes glow with a bright, electric blue light. The camera then switches to a tight close-up of the face of a young East Asian woman, her dark hair pulled back in a bun, thin-rimmed glasses perched on her nose; as she frowns, the glowing blue equations are reflected in her lens. She is completely absorbed. A subsequent cut reveals a detailed shot of a man's hand, a middle-aged Black engineer in a gray cashmere sweater, decisively pointing his open palm at a specific glowing entity on the glass, his finger tracing its curve in the air. This is followed by another shot, a shoulder-length shot of a young White man with shaggy blond hair, who leans over and quickly uses a stylus to add a new string of glowing white variables to the wall. The figure comes alive upon contact. The entire scene is bathed in cool, high-contrast light from the glass, casting sharp shadows and creating an atmosphere of tension, intelligence, and impending breakthrough.", + "seed": 11026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_12/index_4498_seed_11026_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03363339304924011, + "vlm_logprob": -0.03363339304924011, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.03363339304924011, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11435867846012115 + ], + "opposite_logprob_tokens": [ + -2.23935866355896 + ], + "logprob_reward": -0.11435867846012115, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11435867846012115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17491768300533295, + 0.13152848184108734, + 0.04028347134590149, + 0.12684565782546997, + 0.09520162642002106, + 0.09856318682432175, + 0.03972804918885231, + 0.059488896280527115, + 0.1839468777179718, + 0.04949610307812691 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.11435867846012115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000940476544201374 + ], + "opposite_logprob_tokens": [ + -7.000940322875977 + ], + "logprob_reward": -0.000940476544201374, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000940476544201374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1962135285139084, + 0.09851309657096863, + 0.03776750713586807, + 0.062155961990356445, + 0.029275961220264435, + 0.0642479881644249, + 0.11646847426891327, + 0.08459785580635071, + 0.19098755717277527, + 0.1197720617055893 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.000940476544201374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951658822596073 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951658822596073, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951658822596073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11664274334907532, + 0.046375397592782974, + 0.02864077314734459, + 0.09115123003721237, + 0.03464026004076004, + 0.03603362292051315, + 0.061039313673973083, + 0.30416160821914673, + 0.04095697030425072, + 0.2403581142425537 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.005951658822596073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057494968175888 + ], + "opposite_logprob_tokens": [ + -3.8955750465393066 + ], + "logprob_reward": -0.02057494968175888, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057494968175888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14857709407806396, + 0.03015342727303505, + 0.028580985963344574, + 0.3387686312198639, + 0.022619424387812614, + 0.06976650655269623, + 0.09165956825017929, + 0.08605136722326279, + 0.05502723902463913, + 0.1287957727909088 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.02057494968175888 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, high-tech laboratory with a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a floor-to-ceiling glass wall displaying glowing electric blue mathematical formulas and geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a tight close-up of a young East Asian woman with dark hair in a bun and thin-rimmed glasses reflecting the blue equations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a middle-aged Black man in a gray cashmere sweater pointing his open palm at a glowing entity on the glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include a shot of a young White man with shaggy blond hair using a stylus to add glowing white variables to the wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634120173752308 + ], + "opposite_logprob_tokens": [ + -3.651341199874878 + ], + "logprob_reward": -0.02634120173752308, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634120173752308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1086941733956337, + 0.05744127556681633, + 0.039047662168741226, + 0.1336342841386795, + 0.030963381752371788, + 0.038237303495407104, + 0.09478507190942764, + 0.070902980864048, + 0.04287835955619812, + 0.38341549038887024 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.02634120173752308 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_13/index_tensor([8876, 8876])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_13/index_tensor([8876, 8876])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ca648cd61f5a857b586da7e42735844eca433dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_13/index_tensor([8876, 8876])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot, filmed in cinematic slow motion, the camera steadily following the subject, captures a vigilant red fox, its fur a flaming orange-red, nestled amidst a vast snowy plain bathed in the first golden rays of morning sunlight. The low, slanting sunlight casts long, blue shadows across the pristine white of the snow, while the fox's body, taut and graceful, arches in a powerful arc. Its pointed muzzle nearly touches the snow, its dark eyes fixed on the unseen movements beneath, its muscles poised for action. Suddenly, with a sudden thrust of its hind legs, its entire body leaps vertically into the air, its front paws clasped together and pointed downward like an arrow. With unparalleled swiftness, it plunges headfirst into the deep snow. As it plunges into the drift, a shower of shimmering, sun-lit snow powder explodes in all directions, clearly visible in slow motion. Only the tip of its furry tail remains briefly above the surface. The whole picture, with its sharp contrast of warm golden light and cold blue shadows, presents a primitive, focused and extremely beautiful life tension, full of strong cinematic texture.", + "seed": 11907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_13/index_8876_seed_11907_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0199887472204864, + "vlm_logprob": -0.0199887472204864, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.0199887472204864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018005726858973503 + ], + "opposite_logprob_tokens": [ + -4.143005847930908 + ], + "logprob_reward": -0.018005726858973503, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018005726858973503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19839686155319214, + 0.06905968487262726, + 0.05741260200738907, + 0.0759626030921936, + 0.0665828064084053, + 0.14670704305171967, + 0.0501631423830986, + 0.19087055325508118, + 0.0897282212972641, + 0.0551164448261261 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.018005726858973503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868248477578163 + ], + "opposite_logprob_tokens": [ + -3.048682451248169 + ], + "logprob_reward": -0.04868248477578163, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868248477578163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14698070287704468, + 0.09460322558879852, + 0.42471882700920105, + 0.10601042956113815, + 0.022944163531064987, + 0.05426609516143799, + 0.06470698863267899, + 0.023470260202884674, + 0.03835621848702431, + 0.02394310012459755 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.04868248477578163 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075171530246735 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075171530246735, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075171530246735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05806141346693039, + 0.17762456834316254, + 0.11037091165781021, + 0.11194632947444916, + 0.028112929314374924, + 0.053429026156663895, + 0.05793417990207672, + 0.12022045254707336, + 0.24853360652923584, + 0.03376656025648117 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.016075171530246735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464076129719615 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.00464076129719615, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464076129719615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11713175475597382, + 0.10063439607620239, + 0.11319779604673386, + 0.1278093308210373, + 0.055035751312971115, + 0.13867692649364471, + 0.06988582760095596, + 0.09708333015441895, + 0.1370086818933487, + 0.04353625327348709 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.00464076129719615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539591640233994 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539591640233994, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539591640233994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12575401365756989, + 0.08052625507116318, + 0.08034846186637878, + 0.13791675865650177, + 0.05989829823374748, + 0.07499539852142334, + 0.17841476202011108, + 0.12104956060647964, + 0.06909898668527603, + 0.07199742645025253 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.012539591640233994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, filmed in cinematic slow motion, the camera steadily following the subject, captures a vigilant red fox, its fur a flaming orange-red, nestled amidst a vast snowy plain bathed in the first golden rays of morning sunlight. The low, slanting sunlight casts long, blue shadows across the pristine white of the snow, while the fox's body, taut and graceful, arches in a powerful arc. Its pointed muzzle nearly touches the snow, its dark eyes fixed on the unseen movements beneath, its muscles poised for action. Suddenly, with a sudden thrust of its hind legs, its entire body leaps vertically into the air, its front paws clasped together and pointed downward like an arrow. With unparalleled swiftness, it plunges headfirst into the deep snow. As it plunges into the drift, a shower of shimmering, sun-lit snow powder explodes in all directions, clearly visible in slow motion. Only the tip of its furry tail remains briefly above the surface. The whole picture, with its sharp contrast of warm golden light and cold blue shadows, presents a primitive, focused and extremely beautiful life tension, full of strong cinematic texture.", + "seed": 11908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_13/index_8876_seed_11908_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025095955282449723, + "vlm_logprob": -0.025095955282449723, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.025095955282449723, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04522383585572243 + ], + "opposite_logprob_tokens": [ + -3.1702239513397217 + ], + "logprob_reward": -0.04522383585572243, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04522383585572243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18583688139915466, + 0.06748876720666885, + 0.0591287724673748, + 0.05239231139421463, + 0.13873089849948883, + 0.09405443072319031, + 0.14581619203090668, + 0.09117136150598526, + 0.087513767182827, + 0.07786659151315689 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.04522383585572243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637336403131485 + ], + "opposite_logprob_tokens": [ + -3.6513733863830566 + ], + "logprob_reward": -0.02637336403131485, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637336403131485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06894835829734802, + 0.041406791657209396, + 0.0690525621175766, + 0.07290496677160263, + 0.13775797188282013, + 0.08805441111326218, + 0.19912296533584595, + 0.08527222275733948, + 0.18258610367774963, + 0.05489373207092285 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.02637336403131485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337083600461483 + ], + "opposite_logprob_tokens": [ + -3.408708333969116 + ], + "logprob_reward": -0.0337083600461483, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337083600461483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06422179937362671, + 0.04449322447180748, + 0.2164175659418106, + 0.03733110427856445, + 0.07493111491203308, + 0.05138344690203667, + 0.13236981630325317, + 0.0968872457742691, + 0.07810721546411514, + 0.20385746657848358 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.0337083600461483 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076340362429618835 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.0076340362429618835, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076340362429618835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13187739253044128, + 0.07295350730419159, + 0.08429501950740814, + 0.07640708982944489, + 0.16601347923278809, + 0.04059108346700668, + 0.08623363822698593, + 0.08035391569137573, + 0.08244539052248001, + 0.17882946133613586 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0076340362429618835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254018023610115 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254018023610115, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254018023610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1585673838853836, + 0.07092233747243881, + 0.09937997162342072, + 0.07062458992004395, + 0.1777660846710205, + 0.0581333227455616, + 0.047857239842414856, + 0.11259956657886505, + 0.08655915409326553, + 0.11759032309055328 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.01254018023610115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, filmed in cinematic slow motion, the camera steadily following the subject, captures a vigilant red fox, its fur a flaming orange-red, nestled amidst a vast snowy plain bathed in the first golden rays of morning sunlight. The low, slanting sunlight casts long, blue shadows across the pristine white of the snow, while the fox's body, taut and graceful, arches in a powerful arc. Its pointed muzzle nearly touches the snow, its dark eyes fixed on the unseen movements beneath, its muscles poised for action. Suddenly, with a sudden thrust of its hind legs, its entire body leaps vertically into the air, its front paws clasped together and pointed downward like an arrow. With unparalleled swiftness, it plunges headfirst into the deep snow. As it plunges into the drift, a shower of shimmering, sun-lit snow powder explodes in all directions, clearly visible in slow motion. Only the tip of its furry tail remains briefly above the surface. The whole picture, with its sharp contrast of warm golden light and cold blue shadows, presents a primitive, focused and extremely beautiful life tension, full of strong cinematic texture.", + "seed": 11909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_13/index_8876_seed_11909_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025025590136647225, + "vlm_logprob": -0.025025590136647225, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.025025590136647225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015535290353000164 + ], + "opposite_logprob_tokens": [ + -4.265535354614258 + ], + "logprob_reward": -0.015535290353000164, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015535290353000164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2638835310935974, + 0.044919759035110474, + 0.044298600405454636, + 0.021107077598571777, + 0.06963853538036346, + 0.032726265490055084, + 0.06430786848068237, + 0.01712733507156372, + 0.37230417132377625, + 0.06968685239553452 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.015535290353000164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620676688849926 + ], + "opposite_logprob_tokens": [ + -2.812067747116089 + ], + "logprob_reward": -0.0620676688849926, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620676688849926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39097005128860474, + 0.06569001823663712, + 0.013643315993249416, + 0.013963817618787289, + 0.01740591786801815, + 0.014085136353969574, + 0.11102869361639023, + 0.03057062067091465, + 0.27143821120262146, + 0.07120423763990402 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.0620676688849926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347937062382698 + ], + "opposite_logprob_tokens": [ + -3.6513478755950928 + ], + "logprob_reward": -0.026347937062382698, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347937062382698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15782734751701355, + 0.09772728383541107, + 0.039005812257528305, + 0.03605739027261734, + 0.052330728620290756, + 0.03151150420308113, + 0.03300617262721062, + 0.017216812819242477, + 0.4941728711128235, + 0.04114404693245888 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.026347937062382698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640876971185207 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640876971185207, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640876971185207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21759898960590363, + 0.06875304132699966, + 0.0715094804763794, + 0.04685657471418381, + 0.043522316962480545, + 0.022266823798418045, + 0.03694089502096176, + 0.01880199834704399, + 0.4185793399810791, + 0.055170584470033646 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.008640876971185207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536177411675453 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536177411675453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536177411675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1024085134267807, + 0.03414945676922798, + 0.0353543646633625, + 0.02208685502409935, + 0.011007675901055336, + 0.01689750701189041, + 0.050894007086753845, + 0.0219715628772974, + 0.6842405796051025, + 0.02098957821726799 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.012536177411675453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, filmed in cinematic slow motion, the camera steadily following the subject, captures a vigilant red fox, its fur a flaming orange-red, nestled amidst a vast snowy plain bathed in the first golden rays of morning sunlight. The low, slanting sunlight casts long, blue shadows across the pristine white of the snow, while the fox's body, taut and graceful, arches in a powerful arc. Its pointed muzzle nearly touches the snow, its dark eyes fixed on the unseen movements beneath, its muscles poised for action. Suddenly, with a sudden thrust of its hind legs, its entire body leaps vertically into the air, its front paws clasped together and pointed downward like an arrow. With unparalleled swiftness, it plunges headfirst into the deep snow. As it plunges into the drift, a shower of shimmering, sun-lit snow powder explodes in all directions, clearly visible in slow motion. Only the tip of its furry tail remains briefly above the surface. The whole picture, with its sharp contrast of warm golden light and cold blue shadows, presents a primitive, focused and extremely beautiful life tension, full of strong cinematic texture.", + "seed": 11910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_13/index_8876_seed_11910_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014504561014473439, + "vlm_logprob": -0.014504561014473439, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.014504561014473439, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009466403163969517 + ], + "opposite_logprob_tokens": [ + -4.759466171264648 + ], + "logprob_reward": -0.009466403163969517, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009466403163969517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13142459094524384, + 0.09254727512598038, + 0.2395094484090805, + 0.093012735247612, + 0.11320202052593231, + 0.061204977333545685, + 0.0683317482471466, + 0.06275046616792679, + 0.05398785322904587, + 0.08402884006500244 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.009466403163969517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160838533192873 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.0160838533192873, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160838533192873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07700042426586151, + 0.060177430510520935, + 0.10176236182451248, + 0.3226369023323059, + 0.10026130080223083, + 0.11500510573387146, + 0.052979759871959686, + 0.048058170825242996, + 0.04222613573074341, + 0.07989241182804108 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.0160838533192873 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0297976266592741 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.0297976266592741, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0297976266592741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046905048191547394, + 0.06734254956245422, + 0.12820173799991608, + 0.07229141891002655, + 0.10326521098613739, + 0.1906430572271347, + 0.0790308266878128, + 0.1555187851190567, + 0.0919312983751297, + 0.06487005949020386 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.0297976266592741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463874451816082 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.00463874451816082, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463874451816082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09158611297607422, + 0.09460636228322983, + 0.13834236562252045, + 0.08170151710510254, + 0.13641120493412018, + 0.1787116676568985, + 0.0662354975938797, + 0.0954212099313736, + 0.044013574719429016, + 0.07297052443027496 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.00463874451816082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast snowy plain bathed in morning sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fox's fur a flaming orange-red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fox leap vertically into the air and then plunge headfirst into the deep snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shower of shimmering, sun-lit snow powder visible exploding in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video filmed in cinematic slow motion with a low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536177411675453 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536177411675453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536177411675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615293174982071, + 0.06580157577991486, + 0.11084656417369843, + 0.10633303225040436, + 0.16973111033439636, + 0.058907922357320786, + 0.11406611651182175, + 0.04666907340288162, + 0.04580945894122124, + 0.12030578404664993 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.012536177411675453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_14/index_tensor([8633, 8633])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_14/index_tensor([8633, 8633])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b3e7fd378f9ae29c840dc20c6e5f8c1df0a644c1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_14/index_tensor([8633, 8633])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle, focuses on a single, fully ripe fig, which has been cracked open to reveal its inner beauty while resting on a dark, rustic wooden surface. The fig's deep purple skin, with its delicate, powdery blossoms, gives way to a vibrant, velvety flesh within, rich ruby-red pulp and countless tiny, gleaming seeds. From the center of this intricate interior, a thick, shimmering drop of natural syrup slowly emerges. It swells into a perfect, heavy bead, catching a single, soft light source from the side, causing it to shimmer like liquid amber. The syrup begins to ooze out at a deliberate, almost imperceptible pace, its viscous form spreading over the delicate veins of the flesh, carving a viscous, shiny path downward. Dramatic black and white lighting highlights every minute detail—the shimmer of the syrup, the texture of the seeds, the gentle curves of the skin—while a rich palette of deep purple, red, and gold against the dark backdrop creates an atmosphere of profound sensuality and contemplative natural decadence.", + "seed": 1345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_14/index_8633_seed_1345_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10942699732258916, + "vlm_logprob": -0.10942699732258916, + "vlm_yes_no_margin": 3.299999988079071, + "vlm_token_credit": -0.10942699732258916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3877256512641907 + ], + "opposite_logprob_tokens": [ + -1.137725591659546 + ], + "logprob_reward": -0.3877256512641907, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3877256512641907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06703831255435944, + 0.07446957379579544, + 0.039797745645046234, + 0.1031658798456192, + 0.07639758288860321, + 0.31513646245002747, + 0.09202137589454651, + 0.1213759332895279, + 0.05404232442378998, + 0.05655471608042717 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.3877256512641907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007649888750165701 + ], + "opposite_logprob_tokens": [ + -4.882649898529053 + ], + "logprob_reward": -0.007649888750165701, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007649888750165701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05612582340836525, + 0.10791688412427902, + 0.23400092124938965, + 0.19872376322746277, + 0.09893455356359482, + 0.17238979041576385, + 0.039908766746520996, + 0.04197344928979874, + 0.030986454337835312, + 0.01903965137898922 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.007649888750165701 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643831126391888 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643831126391888, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643831126391888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07803444564342499, + 0.11905974894762039, + 0.14015088975429535, + 0.14094212651252747, + 0.07270267605781555, + 0.09778596460819244, + 0.06963741779327393, + 0.2000846266746521, + 0.029050886631011963, + 0.05255119130015373 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.008643831126391888 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270439624786377 + ], + "opposite_logprob_tokens": [ + -2.1270439624786377 + ], + "logprob_reward": -0.1270439624786377, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270439624786377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09322167932987213, + 0.145694762468338, + 0.275235652923584, + 0.026579441502690315, + 0.04870487004518509, + 0.16104044020175934, + 0.036409392952919006, + 0.17960745096206665, + 0.006948845461010933, + 0.026557469740509987 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.1270439624786377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071652993559837 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.016071652993559837, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071652993559837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052307143807411194, + 0.07815529406070709, + 0.12939617037773132, + 0.08236820250749588, + 0.11651457101106644, + 0.20933213829994202, + 0.04973934218287468, + 0.13261063396930695, + 0.04488137364387512, + 0.10469512641429901 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.016071652993559837 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle, focuses on a single, fully ripe fig, which has been cracked open to reveal its inner beauty while resting on a dark, rustic wooden surface. The fig's deep purple skin, with its delicate, powdery blossoms, gives way to a vibrant, velvety flesh within, rich ruby-red pulp and countless tiny, gleaming seeds. From the center of this intricate interior, a thick, shimmering drop of natural syrup slowly emerges. It swells into a perfect, heavy bead, catching a single, soft light source from the side, causing it to shimmer like liquid amber. The syrup begins to ooze out at a deliberate, almost imperceptible pace, its viscous form spreading over the delicate veins of the flesh, carving a viscous, shiny path downward. Dramatic black and white lighting highlights every minute detail—the shimmer of the syrup, the texture of the seeds, the gentle curves of the skin—while a rich palette of deep purple, red, and gold against the dark backdrop creates an atmosphere of profound sensuality and contemplative natural decadence.", + "seed": 1346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_14/index_8633_seed_1346_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15949768368154765, + "vlm_logprob": -0.15949768368154765, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.15949768368154765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6344441771507263 + ], + "opposite_logprob_tokens": [ + -0.7594441771507263 + ], + "logprob_reward": -0.6344441771507263, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6344441771507263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15972815454006195, + 0.07658066600561142, + 0.08412683755159378, + 0.14951184391975403, + 0.08128291368484497, + 0.04512856528162956, + 0.03748117759823799, + 0.02886122837662697, + 0.27798616886138916, + 0.05931245535612106 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.6344441771507263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014245836064219475 + ], + "opposite_logprob_tokens": [ + -4.264245986938477 + ], + "logprob_reward": -0.014245836064219475, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014245836064219475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2968953549861908, + 0.1602487862110138, + 0.12917719781398773, + 0.04422459378838539, + 0.052750974893569946, + 0.08520397543907166, + 0.06416070461273193, + 0.037454843521118164, + 0.07902513444423676, + 0.050858426839113235 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014245836064219475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308105766773224 + ], + "opposite_logprob_tokens": [ + -3.773308038711548 + ], + "logprob_reward": -0.023308105766773224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308105766773224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27593666315078735, + 0.0869065597653389, + 0.2151532769203186, + 0.0969575047492981, + 0.0868115946650505, + 0.0651819109916687, + 0.07535769790410995, + 0.02980494312942028, + 0.03722948208451271, + 0.030660398304462433 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.023308105766773224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294800043106079 + ], + "opposite_logprob_tokens": [ + -2.237947940826416 + ], + "logprob_reward": -0.11294800043106079, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294800043106079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1539408564567566, + 0.17655424773693085, + 0.06503882259130478, + 0.061827048659324646, + 0.052562374621629715, + 0.0669877752661705, + 0.1264953911304474, + 0.035806115716695786, + 0.10198323428630829, + 0.15880416333675385 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.11294800043106079 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125422989949584 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.0125422989949584, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125422989949584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1664508581161499, + 0.09408712387084961, + 0.2929004728794098, + 0.12122027575969696, + 0.05584768205881119, + 0.042617738246917725, + 0.058306001126766205, + 0.026255380362272263, + 0.09857679903507233, + 0.04373766481876373 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0125422989949584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle, focuses on a single, fully ripe fig, which has been cracked open to reveal its inner beauty while resting on a dark, rustic wooden surface. The fig's deep purple skin, with its delicate, powdery blossoms, gives way to a vibrant, velvety flesh within, rich ruby-red pulp and countless tiny, gleaming seeds. From the center of this intricate interior, a thick, shimmering drop of natural syrup slowly emerges. It swells into a perfect, heavy bead, catching a single, soft light source from the side, causing it to shimmer like liquid amber. The syrup begins to ooze out at a deliberate, almost imperceptible pace, its viscous form spreading over the delicate veins of the flesh, carving a viscous, shiny path downward. Dramatic black and white lighting highlights every minute detail—the shimmer of the syrup, the texture of the seeds, the gentle curves of the skin—while a rich palette of deep purple, red, and gold against the dark backdrop creates an atmosphere of profound sensuality and contemplative natural decadence.", + "seed": 1347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_14/index_8633_seed_1347_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03249615095555782, + "vlm_logprob": -0.03249615095555782, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03249615095555782, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0630548819899559 + ], + "opposite_logprob_tokens": [ + -2.8130548000335693 + ], + "logprob_reward": -0.0630548819899559, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0630548819899559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2113763988018036, + 0.13030484318733215, + 0.04645102471113205, + 0.03986836597323418, + 0.139033243060112, + 0.08343959599733353, + 0.18240727484226227, + 0.0422491692006588, + 0.021099118515849113, + 0.10377100855112076 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0630548819899559 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041237566620111465 + ], + "opposite_logprob_tokens": [ + -5.504123687744141 + ], + "logprob_reward": -0.0041237566620111465, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041237566620111465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2961016893386841, + 0.12941254675388336, + 0.029502827674150467, + 0.04392622411251068, + 0.04658444970846176, + 0.08179771900177002, + 0.11413460969924927, + 0.051968589425086975, + 0.09994429349899292, + 0.10662707686424255 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0041237566620111465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085351929068565 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085351929068565, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085351929068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1539103239774704, + 0.09440188854932785, + 0.10198977589607239, + 0.13155804574489594, + 0.09341423213481903, + 0.04769473895430565, + 0.06443306803703308, + 0.08705588430166245, + 0.07975206524133682, + 0.1457899957895279 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.011085351929068565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001359015703201 + ], + "opposite_logprob_tokens": [ + -2.6950135231018066 + ], + "logprob_reward": -0.07001359015703201, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001359015703201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1903819590806961, + 0.17694970965385437, + 0.08160208910703659, + 0.04517103359103203, + 0.13414528965950012, + 0.07307606935501099, + 0.09524381160736084, + 0.06150374189019203, + 0.07494193315505981, + 0.06698442995548248 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.07001359015703201 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203174039721489 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203174039721489, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203174039721489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2887935936450958, + 0.10652915388345718, + 0.04277464747428894, + 0.14003579318523407, + 0.06000369414687157, + 0.06990880519151688, + 0.0523529052734375, + 0.058203745633363724, + 0.04519549012184143, + 0.13620217144489288 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.014203174039721489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle, focuses on a single, fully ripe fig, which has been cracked open to reveal its inner beauty while resting on a dark, rustic wooden surface. The fig's deep purple skin, with its delicate, powdery blossoms, gives way to a vibrant, velvety flesh within, rich ruby-red pulp and countless tiny, gleaming seeds. From the center of this intricate interior, a thick, shimmering drop of natural syrup slowly emerges. It swells into a perfect, heavy bead, catching a single, soft light source from the side, causing it to shimmer like liquid amber. The syrup begins to ooze out at a deliberate, almost imperceptible pace, its viscous form spreading over the delicate veins of the flesh, carving a viscous, shiny path downward. Dramatic black and white lighting highlights every minute detail—the shimmer of the syrup, the texture of the seeds, the gentle curves of the skin—while a rich palette of deep purple, red, and gold against the dark backdrop creates an atmosphere of profound sensuality and contemplative natural decadence.", + "seed": 1348, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_14/index_8633_seed_1348_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013142879598308354, + "vlm_logprob": -0.013142879598308354, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.013142879598308354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04422010853886604 + ], + "opposite_logprob_tokens": [ + -3.169220209121704 + ], + "logprob_reward": -0.04422010853886604, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04422010853886604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04612313583493233, + 0.02090003527700901, + 0.02811705321073532, + 0.0410192497074604, + 0.07270320504903793, + 0.7227767109870911, + 0.006448619067668915, + 0.041971057653427124, + 0.01467154547572136, + 0.005269447807222605 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04422010853886604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005756151513196528 + ], + "opposite_logprob_tokens": [ + -7.500575542449951 + ], + "logprob_reward": -0.0005756151513196528, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005756151513196528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11932848393917084, + 0.037645354866981506, + 0.041504401713609695, + 0.01672038622200489, + 0.038449112325906754, + 0.6559152603149414, + 0.009606645442545414, + 0.05215807631611824, + 0.01855972595512867, + 0.010112542659044266 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0005756151513196528 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979368481785059 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.00979368481785059, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979368481785059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03508801385760307, + 0.01870676688849926, + 0.13855022192001343, + 0.06216297298669815, + 0.02738115005195141, + 0.5393185019493103, + 0.0217141043394804, + 0.11578244715929031, + 0.025614596903324127, + 0.01568126678466797 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.00979368481785059 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002487067598849535 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.002487067598849535, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002487067598849535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02447374537587166, + 0.028775321319699287, + 0.019909068942070007, + 0.40852025151252747, + 0.030873194336891174, + 0.3548004627227783, + 0.0249735526740551, + 0.07012663781642914, + 0.013655898161232471, + 0.023891866207122803 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.002487067598849535 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a single fig?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fig cracked open to reveal ruby-red pulp and tiny seeds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thick drop of syrup emerging from the fig's interior and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the fig resting on a dark, rustic wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637921884655952 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637921884655952, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637921884655952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13086627423763275, + 0.032844480127096176, + 0.061225809156894684, + 0.1241658478975296, + 0.042675018310546875, + 0.3346898853778839, + 0.04403092712163925, + 0.17028407752513885, + 0.022462498396635056, + 0.03675518557429314 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.008637921884655952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_15/index_tensor([8393, 8393])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_15/index_tensor([8393, 8393])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..36287870102b6f70b9a3a82720774d93792b6757 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_15/index_tensor([8393, 8393])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from an extremely low angle, almost level with the sand, makes the two crabs facing each other appear incredibly large and intimidating. The last rays of sunset bathe the beach in a warm orange-red hue, and the moist sand reflects the vibrant sunset sky, giving it a mirror-like sheen. In the center of the frame, a crab with a deep russet-brown shell, its surface rough and uneven, covered in tiny dents and the scratches of time, raises its disproportionately large right claw high, the serrations on its inner side gleaming coldly in the golden light, striking a menacing pose. A few inches away, another, smaller but equally aggressive crab, its shell a darker gray, lowers its body, opening and closing its two similarly sized claws on its chest. Cautiously moving its feet sideways, stirring up the thin layer of seawater beneath its feet. The camera remains still, steadily capturing this silent duel. The low-angle sunlight outlines their contours with a bright golden rim of light and casts extremely long, dancing shadows behind them. In the background, the distant waves, dyed a mixture of purple and orange, gently and rhythmically roll towards the shore, forming a sharp contrast between movement and stillness, tranquility and tension with the fierce confrontation on the verge of breaking out in the foreground. The entire scene is filled with the dramatic tension of primal vitality.", + "seed": 8604, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_15/index_8393_seed_8604_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12614550325088203, + "vlm_logprob": -0.12614550325088203, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.12614550325088203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13185255229473114 + ], + "opposite_logprob_tokens": [ + -2.131852626800537 + ], + "logprob_reward": -0.13185255229473114, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13185255229473114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1556149274110794, + 0.12745943665504456, + 0.10930883139371872, + 0.20404988527297974, + 0.06526188552379608, + 0.0284405630081892, + 0.04882555827498436, + 0.03553001955151558, + 0.12335403263568878, + 0.1021549254655838 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.13185255229473114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004804909229279 + ], + "opposite_logprob_tokens": [ + -2.6950480937957764 + ], + "logprob_reward": -0.07004804909229279, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004804909229279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12446790933609009, + 0.2550695240497589, + 0.10042369365692139, + 0.07794421166181564, + 0.10389236360788345, + 0.04279288649559021, + 0.07270339131355286, + 0.07752147316932678, + 0.08011362701654434, + 0.06507093459367752 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.07004804909229279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812633082270622 + ], + "opposite_logprob_tokens": [ + -3.288126230239868 + ], + "logprob_reward": -0.03812633082270622, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812633082270622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2672122120857239, + 0.13265016674995422, + 0.13423191010951996, + 0.0857556164264679, + 0.0803801491856575, + 0.05524349957704544, + 0.07736879587173462, + 0.09664765745401382, + 0.030822675675153732, + 0.039687275886535645 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03812633082270622 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617530455812812 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.003617530455812812, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617530455812812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1603020876646042, + 0.07135938107967377, + 0.17325201630592346, + 0.1767837405204773, + 0.1649741679430008, + 0.11844348162412643, + 0.016011517494916916, + 0.019816888496279716, + 0.028656164184212685, + 0.07040058821439743 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.003617530455812812 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870830535888672 + ], + "opposite_logprob_tokens": [ + -1.1370830535888672 + ], + "logprob_reward": -0.3870830535888672, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870830535888672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1504627913236618, + 0.105870321393013, + 0.15138007700443268, + 0.047847289592027664, + 0.028337398543953896, + 0.04652533680200577, + 0.04215753823518753, + 0.049520328640937805, + 0.08817722648382187, + 0.28972166776657104 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.3870830535888672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an extremely low angle, almost level with the sand, makes the two crabs facing each other appear incredibly large and intimidating. The last rays of sunset bathe the beach in a warm orange-red hue, and the moist sand reflects the vibrant sunset sky, giving it a mirror-like sheen. In the center of the frame, a crab with a deep russet-brown shell, its surface rough and uneven, covered in tiny dents and the scratches of time, raises its disproportionately large right claw high, the serrations on its inner side gleaming coldly in the golden light, striking a menacing pose. A few inches away, another, smaller but equally aggressive crab, its shell a darker gray, lowers its body, opening and closing its two similarly sized claws on its chest. Cautiously moving its feet sideways, stirring up the thin layer of seawater beneath its feet. The camera remains still, steadily capturing this silent duel. The low-angle sunlight outlines their contours with a bright golden rim of light and casts extremely long, dancing shadows behind them. In the background, the distant waves, dyed a mixture of purple and orange, gently and rhythmically roll towards the shore, forming a sharp contrast between movement and stillness, tranquility and tension with the fierce confrontation on the verge of breaking out in the foreground. The entire scene is filled with the dramatic tension of primal vitality.", + "seed": 8605, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_15/index_8393_seed_8605_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11374951647594571, + "vlm_logprob": -0.11374951647594571, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.11374951647594571, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09167878329753876 + ], + "opposite_logprob_tokens": [ + -2.4666788578033447 + ], + "logprob_reward": -0.09167878329753876, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09167878329753876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6396106481552124, + 0.06292533874511719, + 0.02948550134897232, + 0.03755601495504379, + 0.04916652664542198, + 0.017066320404410362, + 0.061737384647130966, + 0.026863818988204002, + 0.031161770224571228, + 0.044426675885915756 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.09167878329753876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867374151945114 + ], + "opposite_logprob_tokens": [ + -3.048673629760742 + ], + "logprob_reward": -0.04867374151945114, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867374151945114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23638595640659332, + 0.15835580229759216, + 0.05341741442680359, + 0.19895684719085693, + 0.03081268072128296, + 0.01932453364133835, + 0.04231255501508713, + 0.03270067647099495, + 0.023621326312422752, + 0.204112246632576 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.04867374151945114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038118988275527954 + ], + "opposite_logprob_tokens": [ + -3.288119077682495 + ], + "logprob_reward": -0.038118988275527954, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038118988275527954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38528186082839966, + 0.04694034159183502, + 0.030945472419261932, + 0.12827637791633606, + 0.027200894430279732, + 0.01720937341451645, + 0.04016532003879547, + 0.25903192162513733, + 0.023562610149383545, + 0.041385773569345474 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.038118988275527954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003192449454218149 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.003192449454218149, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003192449454218149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40066179633140564, + 0.06305353343486786, + 0.1260744035243988, + 0.02682073414325714, + 0.025043761357665062, + 0.044581398367881775, + 0.06168675795197487, + 0.20222432911396027, + 0.013473459519445896, + 0.03637973964214325 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.003192449454218149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38708361983299255 + ], + "opposite_logprob_tokens": [ + -1.137083649635315 + ], + "logprob_reward": -0.38708361983299255, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38708361983299255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23412004113197327, + 0.04986090958118439, + 0.039098091423511505, + 0.10442456603050232, + 0.025316426530480385, + 0.028129493817687035, + 0.027731966227293015, + 0.03374702110886574, + 0.02293040230870247, + 0.43464118242263794 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.38708361983299255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an extremely low angle, almost level with the sand, makes the two crabs facing each other appear incredibly large and intimidating. The last rays of sunset bathe the beach in a warm orange-red hue, and the moist sand reflects the vibrant sunset sky, giving it a mirror-like sheen. In the center of the frame, a crab with a deep russet-brown shell, its surface rough and uneven, covered in tiny dents and the scratches of time, raises its disproportionately large right claw high, the serrations on its inner side gleaming coldly in the golden light, striking a menacing pose. A few inches away, another, smaller but equally aggressive crab, its shell a darker gray, lowers its body, opening and closing its two similarly sized claws on its chest. Cautiously moving its feet sideways, stirring up the thin layer of seawater beneath its feet. The camera remains still, steadily capturing this silent duel. The low-angle sunlight outlines their contours with a bright golden rim of light and casts extremely long, dancing shadows behind them. In the background, the distant waves, dyed a mixture of purple and orange, gently and rhythmically roll towards the shore, forming a sharp contrast between movement and stillness, tranquility and tension with the fierce confrontation on the verge of breaking out in the foreground. The entire scene is filled with the dramatic tension of primal vitality.", + "seed": 8606, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_15/index_8393_seed_8606_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15866476576775312, + "vlm_logprob": -0.15866476576775312, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.15866476576775312, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058946430683135986 + ], + "opposite_logprob_tokens": [ + -2.933946371078491 + ], + "logprob_reward": -0.058946430683135986, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.058946430683135986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6578102111816406, + 0.03203912824392319, + 0.024357648566365242, + 0.03324247896671295, + 0.03597284480929375, + 0.02829265221953392, + 0.10849296301603317, + 0.010909867472946644, + 0.015329974703490734, + 0.05355222523212433 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.058946430683135986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867521673440933 + ], + "opposite_logprob_tokens": [ + -3.048675298690796 + ], + "logprob_reward": -0.04867521673440933, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867521673440933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28379014134407043, + 0.05333828181028366, + 0.09657169878482819, + 0.09588175266981125, + 0.20706965029239655, + 0.058466289192438126, + 0.0295114703476429, + 0.054467495530843735, + 0.04046664386987686, + 0.0804365873336792 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.04867521673440933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307961463928223 + ], + "opposite_logprob_tokens": [ + -3.1680796146392822 + ], + "logprob_reward": -0.04307961463928223, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307961463928223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23745512962341309, + 0.16097265481948853, + 0.09102806448936462, + 0.1924155205488205, + 0.052122827619314194, + 0.03919842466711998, + 0.09433736652135849, + 0.041700173169374466, + 0.027503639459609985, + 0.06326616555452347 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04307961463928223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978246983140707 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.00978246983140707, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978246983140707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7272039651870728, + 0.022827573120594025, + 0.03827344626188278, + 0.011096087284386158, + 0.10174236446619034, + 0.02251499518752098, + 0.02595994621515274, + 0.01162890437990427, + 0.011699916794896126, + 0.027052730321884155 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.00978246983140707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632840096950531 + ], + "opposite_logprob_tokens": [ + -0.757840096950531 + ], + "logprob_reward": -0.632840096950531, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632840096950531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37670204043388367, + 0.0873594880104065, + 0.022418592125177383, + 0.036384809762239456, + 0.20716902613639832, + 0.029842162504792213, + 0.1344195008277893, + 0.02863198146224022, + 0.018621312454342842, + 0.058451149612665176 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.632840096950531 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an extremely low angle, almost level with the sand, makes the two crabs facing each other appear incredibly large and intimidating. The last rays of sunset bathe the beach in a warm orange-red hue, and the moist sand reflects the vibrant sunset sky, giving it a mirror-like sheen. In the center of the frame, a crab with a deep russet-brown shell, its surface rough and uneven, covered in tiny dents and the scratches of time, raises its disproportionately large right claw high, the serrations on its inner side gleaming coldly in the golden light, striking a menacing pose. A few inches away, another, smaller but equally aggressive crab, its shell a darker gray, lowers its body, opening and closing its two similarly sized claws on its chest. Cautiously moving its feet sideways, stirring up the thin layer of seawater beneath its feet. The camera remains still, steadily capturing this silent duel. The low-angle sunlight outlines their contours with a bright golden rim of light and casts extremely long, dancing shadows behind them. In the background, the distant waves, dyed a mixture of purple and orange, gently and rhythmically roll towards the shore, forming a sharp contrast between movement and stillness, tranquility and tension with the fierce confrontation on the verge of breaking out in the foreground. The entire scene is filled with the dramatic tension of primal vitality.", + "seed": 8607, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_15/index_8393_seed_8607_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2014937109313905, + "vlm_logprob": -0.2014937109313905, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.2014937109313905, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08080216497182846 + ], + "opposite_logprob_tokens": [ + -2.5808022022247314 + ], + "logprob_reward": -0.08080216497182846, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08080216497182846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19500641524791718, + 0.03703226521611214, + 0.0619887039065361, + 0.035575397312641144, + 0.09779076278209686, + 0.09575613588094711, + 0.11804548650979996, + 0.05437837541103363, + 0.1315537989139557, + 0.1728726625442505 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.08080216497182846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004138082265854 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004138082265854, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004138082265854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05814335122704506, + 0.08712808042764664, + 0.08458936959505081, + 0.032509833574295044, + 0.07013189047574997, + 0.06170654296875, + 0.10518061369657516, + 0.04473000392317772, + 0.08398254960775375, + 0.37189775705337524 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.07004138082265854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026371043175458908 + ], + "opposite_logprob_tokens": [ + -3.6513710021972656 + ], + "logprob_reward": -0.026371043175458908, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026371043175458908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.109810970723629, + 0.06326355040073395, + 0.03245769813656807, + 0.08085247874259949, + 0.06461445242166519, + 0.06614107638597488, + 0.1137828454375267, + 0.024921510368585587, + 0.27032193541526794, + 0.1738334447145462 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.026371043175458908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09974091500043869, + 0.059637680649757385, + 0.07054837793111801, + 0.07732805609703064, + 0.05663385987281799, + 0.02462014928460121, + 0.24658356606960297, + 0.028489043936133385, + 0.0889202132821083, + 0.24749816954135895 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.004095263313502073 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle, almost level with the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two crabs visible in the center of the frame facing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the larger crab raising its right claw high while the smaller crab lowers its body and moves its feet sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a beach at sunset with warm orange-red lighting and a mirror-like sheen on the moist sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261587023735046 + ], + "opposite_logprob_tokens": [ + -0.5761587023735046 + ], + "logprob_reward": -0.8261587023735046, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261587023735046, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1571371853351593, + 0.11401937901973724, + 0.1733935922384262, + 0.06992559880018234, + 0.10187651962041855, + 0.04394322261214256, + 0.05151562765240669, + 0.07112770527601242, + 0.1308615803718567, + 0.086199551820755 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.8261587023735046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_2/index_tensor([8340, 8340])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_2/index_tensor([8340, 8340])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4348f37382521b1e8ff4fb6731a08bdd96c35dd5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_2/index_tensor([8340, 8340])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a steady, medium shot, a lush green meadow bathed in the soft light of a summer afternoon stands a snowman mascot, crowned with a small golden crown. Composed of two plump, round snowballs, the mascot possesses two gleaming coal-black eyes, a playful carrot nose, and a broad, joyful smile. One arm rises, gently and rhythmically wielding a peculiar ice cream scepter—a crisp waffle cone handle topped with a perfect scoop of strawberry-pink ice cream. With this joyful waving, its glistening white body begins to shimmer mysteriously. Countless intricate frost crystals, as if animate, rapidly condense, bloom, and spread from the snow's surface. In the warm, golden sunlight, these newly formed crystals refract a dazzling prismatic light. The entire scene is filled with heartwarming atmosphere and is rendered in a classic Ghibli style, with soft colors, hand-painted textures, and wildflowers in the background softened by a halo, creating a sense of innocence and a magical dreamlike feeling.", + "seed": 19065, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_2/index_8340_seed_19065_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04450772535055876, + "vlm_logprob": -0.04450772535055876, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04450772535055876, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04426994547247887 + ], + "opposite_logprob_tokens": [ + -3.1692700386047363 + ], + "logprob_reward": -0.04426994547247887, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04426994547247887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09328287094831467, + 0.1323498636484146, + 0.07037578523159027, + 0.02751966379582882, + 0.05914991348981857, + 0.037224557250738144, + 0.1155991405248642, + 0.10172827541828156, + 0.06620904803276062, + 0.2965608239173889 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.04426994547247887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204937033355236 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014204937033355236, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204937033355236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16071297228336334, + 0.15851470828056335, + 0.0657079815864563, + 0.328463077545166, + 0.03772016987204552, + 0.07193852961063385, + 0.03306614235043526, + 0.030856791883707047, + 0.019389601424336433, + 0.09363009035587311 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.014204937033355236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048668745905160904 + ], + "opposite_logprob_tokens": [ + -3.04866886138916 + ], + "logprob_reward": -0.048668745905160904, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048668745905160904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08068443089723587, + 0.35315269231796265, + 0.06091165542602539, + 0.07422003149986267, + 0.03536392003297806, + 0.04635319858789444, + 0.0418415367603302, + 0.018729763105511665, + 0.03341786190867424, + 0.2553248703479767 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.048668745905160904 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904938399791718 + ], + "opposite_logprob_tokens": [ + -2.4640493392944336 + ], + "logprob_reward": -0.08904938399791718, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904938399791718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053140971809625626, + 0.1073693037033081, + 0.017648156732320786, + 0.06735367327928543, + 0.04832516238093376, + 0.05210743844509125, + 0.0809822753071785, + 0.022021450102329254, + 0.1416105329990387, + 0.4094409942626953 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.08904938399791718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345614343881607 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.026345614343881607, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345614343881607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17134924232959747, + 0.11540989577770233, + 0.06252491474151611, + 0.06320294737815857, + 0.02894471026957035, + 0.06776854395866394, + 0.14075115323066711, + 0.08818501979112625, + 0.14391426742076874, + 0.11794934421777725 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.026345614343881607 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady, medium shot, a lush green meadow bathed in the soft light of a summer afternoon stands a snowman mascot, crowned with a small golden crown. Composed of two plump, round snowballs, the mascot possesses two gleaming coal-black eyes, a playful carrot nose, and a broad, joyful smile. One arm rises, gently and rhythmically wielding a peculiar ice cream scepter—a crisp waffle cone handle topped with a perfect scoop of strawberry-pink ice cream. With this joyful waving, its glistening white body begins to shimmer mysteriously. Countless intricate frost crystals, as if animate, rapidly condense, bloom, and spread from the snow's surface. In the warm, golden sunlight, these newly formed crystals refract a dazzling prismatic light. The entire scene is filled with heartwarming atmosphere and is rendered in a classic Ghibli style, with soft colors, hand-painted textures, and wildflowers in the background softened by a halo, creating a sense of innocence and a magical dreamlike feeling.", + "seed": 19066, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_2/index_8340_seed_19066_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030242107063531875, + "vlm_logprob": -0.030242107063531875, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.030242107063531875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08108943700790405 + ], + "opposite_logprob_tokens": [ + -2.581089496612549 + ], + "logprob_reward": -0.08108943700790405, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08108943700790405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16057603061199188, + 0.1167527362704277, + 0.02326078712940216, + 0.027218559756875038, + 0.12502042949199677, + 0.05238443613052368, + 0.0950736254453659, + 0.11080770194530487, + 0.17651784420013428, + 0.11238793283700943 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.08108943700790405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10903895646333694, + 0.11880651116371155, + 0.027435198426246643, + 0.032345328480005264, + 0.0838169977068901, + 0.0581510104238987, + 0.05317340046167374, + 0.10851097851991653, + 0.11691878736019135, + 0.2918027937412262 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058207429945469 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.02058207429945469, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058207429945469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22241728007793427, + 0.1688537299633026, + 0.10091755539178848, + 0.06199462711811066, + 0.09825396537780762, + 0.05291472747921944, + 0.027756094932556152, + 0.05550665035843849, + 0.025912955403327942, + 0.18547236919403076 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02058207429945469 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981220744550228 + ], + "opposite_logprob_tokens": [ + -3.5298120975494385 + ], + "logprob_reward": -0.02981220744550228, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981220744550228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07365940511226654, + 0.08797134459018707, + 0.020344451069831848, + 0.03416469693183899, + 0.03690223768353462, + 0.024431908503174782, + 0.04850577190518379, + 0.039317645132541656, + 0.10043387115001678, + 0.5342686772346497 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.02981220744550228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639931678771973 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639931678771973, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639931678771973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12031955271959305, + 0.05851275473833084, + 0.03827542066574097, + 0.03634602203965187, + 0.06730522215366364, + 0.02983240969479084, + 0.11155403405427933, + 0.04842224717140198, + 0.11609619110822678, + 0.3733361065387726 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.008639931678771973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady, medium shot, a lush green meadow bathed in the soft light of a summer afternoon stands a snowman mascot, crowned with a small golden crown. Composed of two plump, round snowballs, the mascot possesses two gleaming coal-black eyes, a playful carrot nose, and a broad, joyful smile. One arm rises, gently and rhythmically wielding a peculiar ice cream scepter—a crisp waffle cone handle topped with a perfect scoop of strawberry-pink ice cream. With this joyful waving, its glistening white body begins to shimmer mysteriously. Countless intricate frost crystals, as if animate, rapidly condense, bloom, and spread from the snow's surface. In the warm, golden sunlight, these newly formed crystals refract a dazzling prismatic light. The entire scene is filled with heartwarming atmosphere and is rendered in a classic Ghibli style, with soft colors, hand-painted textures, and wildflowers in the background softened by a halo, creating a sense of innocence and a magical dreamlike feeling.", + "seed": 19067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_2/index_8340_seed_19067_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.042892677104100586, + "vlm_logprob": -0.042892677104100586, + "vlm_yes_no_margin": 3.699999976158142, + "vlm_token_credit": -0.042892677104100586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028074154630303383 + ], + "opposite_logprob_tokens": [ + -3.653074264526367 + ], + "logprob_reward": -0.028074154630303383, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028074154630303383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13628709316253662, + 0.07300227880477905, + 0.21948076784610748, + 0.039407048374414444, + 0.044873323291540146, + 0.018628744408488274, + 0.04406694695353508, + 0.04068996012210846, + 0.04623401537537575, + 0.33732977509498596 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.028074154630303383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003199935657903552 + ], + "opposite_logprob_tokens": [ + -5.753200054168701 + ], + "logprob_reward": -0.003199935657903552, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003199935657903552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09733188152313232, + 0.15277095139026642, + 0.050757236778736115, + 0.03684505447745323, + 0.0448710098862648, + 0.039939358830451965, + 0.05852491408586502, + 0.02430776134133339, + 0.15681402385234833, + 0.3378377854824066 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.003199935657903552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805032536387444 + ], + "opposite_logprob_tokens": [ + -3.5298049449920654 + ], + "logprob_reward": -0.029805032536387444, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805032536387444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09395046532154083, + 0.10394690185785294, + 0.037321992218494415, + 0.04575013369321823, + 0.1289719194173813, + 0.04920637980103493, + 0.05999007448554039, + 0.05832222104072571, + 0.08483510464429855, + 0.3377048671245575 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.029805032536387444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270371377468109 + ], + "opposite_logprob_tokens": [ + -2.1270370483398438 + ], + "logprob_reward": -0.1270371377468109, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270371377468109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23880013823509216, + 0.20838217437267303, + 0.03758896142244339, + 0.03488641977310181, + 0.04471297189593315, + 0.03373543545603752, + 0.02937353029847145, + 0.020625898614525795, + 0.07468924671411514, + 0.2772051990032196 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.1270371377468109 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347124949097633 + ], + "opposite_logprob_tokens": [ + -3.6513471603393555 + ], + "logprob_reward": -0.026347124949097633, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347124949097633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12535837292671204, + 0.15354546904563904, + 0.04254240170121193, + 0.02011813037097454, + 0.027192335575819016, + 0.026909993961453438, + 0.09349985420703888, + 0.04708590358495712, + 0.4445994794368744, + 0.0191480815410614 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.026347124949097633 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady, medium shot, a lush green meadow bathed in the soft light of a summer afternoon stands a snowman mascot, crowned with a small golden crown. Composed of two plump, round snowballs, the mascot possesses two gleaming coal-black eyes, a playful carrot nose, and a broad, joyful smile. One arm rises, gently and rhythmically wielding a peculiar ice cream scepter—a crisp waffle cone handle topped with a perfect scoop of strawberry-pink ice cream. With this joyful waving, its glistening white body begins to shimmer mysteriously. Countless intricate frost crystals, as if animate, rapidly condense, bloom, and spread from the snow's surface. In the warm, golden sunlight, these newly formed crystals refract a dazzling prismatic light. The entire scene is filled with heartwarming atmosphere and is rendered in a classic Ghibli style, with soft colors, hand-painted textures, and wildflowers in the background softened by a halo, creating a sense of innocence and a magical dreamlike feeling.", + "seed": 19068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_2/index_8340_seed_19068_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03464260855689645, + "vlm_logprob": -0.03464260855689645, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03464260855689645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055752962827682495 + ], + "opposite_logprob_tokens": [ + -2.930752992630005 + ], + "logprob_reward": -0.055752962827682495, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055752962827682495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12195852398872375, + 0.09088457375764847, + 0.044945377856492996, + 0.05800766125321388, + 0.13305675983428955, + 0.07163778692483902, + 0.062425319105386734, + 0.35271504521369934, + 0.050131238996982574, + 0.014237737283110619 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.055752962827682495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257826764136553 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257826764136553, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257826764136553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2614896595478058, + 0.10464972257614136, + 0.0953727439045906, + 0.10426776856184006, + 0.06371890008449554, + 0.057964444160461426, + 0.08170656114816666, + 0.09027035534381866, + 0.0644402801990509, + 0.07611959427595139 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005257826764136553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305894672870636 + ], + "opposite_logprob_tokens": [ + -3.1680588722229004 + ], + "logprob_reward": -0.04305894672870636, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305894672870636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25503435730934143, + 0.1057589054107666, + 0.05164347216486931, + 0.16301141679286957, + 0.03571298345923424, + 0.057647064328193665, + 0.05011839419603348, + 0.11505042761564255, + 0.03223542496562004, + 0.13378757238388062 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.04305894672870636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495012179017067 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.05495012179017067, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495012179017067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1815679520368576, + 0.06950291246175766, + 0.14769232273101807, + 0.03468531742691994, + 0.0360097773373127, + 0.05019054189324379, + 0.0593479685485363, + 0.06878577917814255, + 0.18410368263721466, + 0.16811370849609375 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.05495012179017067 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush green meadow during a summer afternoon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a snowman mascot composed of two round snowballs with a golden crown, coal-black eyes, a carrot nose, and a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowman mascot waving an ice cream scepter with a waffle cone handle and a strawberry-pink scoop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do intricate frost crystals rapidly condense, bloom, and spread from the snowman's surface while refracting prismatic light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a classic Ghibli style with soft colors, hand-painted textures, and wildflowers in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193184673786163 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193184673786163, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193184673786163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16164259612560272, + 0.0994303971529007, + 0.10447894781827927, + 0.0640551820397377, + 0.09231112152338028, + 0.09456951916217804, + 0.09684678167104721, + 0.1863294541835785, + 0.0594257228076458, + 0.04091028496623039 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.014193184673786163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_3/index_tensor([7883, 7883])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_3/index_tensor([7883, 7883])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..098f274164162d50ee4ee0b50dccc127db8265ae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_3/index_tensor([7883, 7883])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot depicts a young woman, her head tilted noticeably to the left, her features intensely focused as she applies makeup. Her dark brown hair is pulled back from her face, allowing a few fine strands to fall at her temples. The scene is bathed in the bright, even light of a vanity mirror, which casts a soft glow on her clear skin, emphasizing her delicate features. Her eyes are wide open, looking down and out of the frame, her right hand steadily grasping a slender, black-handled makeup brush. The fine bristles at the tip are coated with dark eyeliner, and she carefully draws a precise line along her lower eyelid. As she executes this delicate action with unwavering focus, her mouth unconsciously opens and closes in subtle, rhythmic movements, a physical expression of her deep concentration. The background, a soft, blurred, neutral-toned bathroom, creates a shallow depth of field, isolating her movements and evoking an intimate, tranquil atmosphere centered on the quiet ritual of self-adornment.", + "seed": 29077, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_3/index_7883_seed_29077_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015719922073185445, + "vlm_logprob": -0.015719922073185445, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.015719922073185445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01310509443283081 + ], + "opposite_logprob_tokens": [ + -4.3881049156188965 + ], + "logprob_reward": -0.01310509443283081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01310509443283081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16655400395393372, + 0.07728453725576401, + 0.06477620452642441, + 0.09780792146921158, + 0.14246352016925812, + 0.11279095709323883, + 0.07090521603822708, + 0.14455823600292206, + 0.05057741329073906, + 0.07228199392557144 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.01310509443283081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211871661245823 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211871661245823, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211871661245823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1989089399576187, + 0.11390141397714615, + 0.11546650528907776, + 0.08980153501033783, + 0.11614164710044861, + 0.04119470715522766, + 0.08190681040287018, + 0.10838755965232849, + 0.05576582998037338, + 0.07852508872747421 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014211871661245823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798288345336914 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798288345336914, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798288345336914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10609624534845352, + 0.36646732687950134, + 0.07009734213352203, + 0.08866128325462341, + 0.08524778485298157, + 0.035119328647851944, + 0.03676890954375267, + 0.12013828009366989, + 0.05754861235618591, + 0.03385493531823158 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.009798288345336914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295411840081215 + ], + "opposite_logprob_tokens": [ + -3.7732954025268555 + ], + "logprob_reward": -0.023295411840081215, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295411840081215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15528492629528046, + 0.25693389773368835, + 0.119049571454525, + 0.07353606820106506, + 0.034867338836193085, + 0.06296153366565704, + 0.03684713691473007, + 0.16325542330741882, + 0.033001311123371124, + 0.06426279991865158 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.023295411840081215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188944086432457 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.018188944086432457, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188944086432457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24387580156326294, + 0.21970637142658234, + 0.11017930507659912, + 0.0631079450249672, + 0.05035991966724396, + 0.047699425369501114, + 0.03592545539140701, + 0.0954408347606659, + 0.07894755899906158, + 0.054757360368967056 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018188944086432457 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot depicts a young woman, her head tilted noticeably to the left, her features intensely focused as she applies makeup. Her dark brown hair is pulled back from her face, allowing a few fine strands to fall at her temples. The scene is bathed in the bright, even light of a vanity mirror, which casts a soft glow on her clear skin, emphasizing her delicate features. Her eyes are wide open, looking down and out of the frame, her right hand steadily grasping a slender, black-handled makeup brush. The fine bristles at the tip are coated with dark eyeliner, and she carefully draws a precise line along her lower eyelid. As she executes this delicate action with unwavering focus, her mouth unconsciously opens and closes in subtle, rhythmic movements, a physical expression of her deep concentration. The background, a soft, blurred, neutral-toned bathroom, creates a shallow depth of field, isolating her movements and evoking an intimate, tranquil atmosphere centered on the quiet ritual of self-adornment.", + "seed": 29078, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_3/index_7883_seed_29078_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015172941796481609, + "vlm_logprob": -0.015172941796481609, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.015172941796481609, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011797891929745674 + ], + "opposite_logprob_tokens": [ + -4.511797904968262 + ], + "logprob_reward": -0.011797891929745674, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011797891929745674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11304958164691925, + 0.09814270585775375, + 0.13917560875415802, + 0.05064975470304489, + 0.045446980744600296, + 0.0466606542468071, + 0.07347175478935242, + 0.25562793016433716, + 0.07296156883239746, + 0.10481349378824234 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.011797891929745674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087238788604736 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087238788604736, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087238788604736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4386318624019623, + 0.10333351790904999, + 0.0398208349943161, + 0.01854216493666172, + 0.024778325110673904, + 0.03148555010557175, + 0.03553466871380806, + 0.2066560983657837, + 0.05008959770202637, + 0.05112742260098457 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.011087238788604736 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742820143699646 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742820143699646, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742820143699646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18574625253677368, + 0.0423491932451725, + 0.08329792320728302, + 0.02139177918434143, + 0.03156638145446777, + 0.026677411049604416, + 0.03812327980995178, + 0.4401567280292511, + 0.054415442049503326, + 0.07627563178539276 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.006742820143699646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544536031782627 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544536031782627, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544536031782627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16570726037025452, + 0.05356297641992569, + 0.05544954538345337, + 0.025103610008955002, + 0.04316198080778122, + 0.01884540356695652, + 0.06461216509342194, + 0.4156755208969116, + 0.08837941288948059, + 0.06950207054615021 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.012544536031782627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369222208857536 + ], + "opposite_logprob_tokens": [ + -3.4086921215057373 + ], + "logprob_reward": -0.03369222208857536, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369222208857536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23014117777347565, + 0.13210783898830414, + 0.07315244525671005, + 0.06878558546304703, + 0.07056576013565063, + 0.05226392298936844, + 0.047093600034713745, + 0.09434824436903, + 0.10917478799819946, + 0.12236662209033966 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.03369222208857536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot depicts a young woman, her head tilted noticeably to the left, her features intensely focused as she applies makeup. Her dark brown hair is pulled back from her face, allowing a few fine strands to fall at her temples. The scene is bathed in the bright, even light of a vanity mirror, which casts a soft glow on her clear skin, emphasizing her delicate features. Her eyes are wide open, looking down and out of the frame, her right hand steadily grasping a slender, black-handled makeup brush. The fine bristles at the tip are coated with dark eyeliner, and she carefully draws a precise line along her lower eyelid. As she executes this delicate action with unwavering focus, her mouth unconsciously opens and closes in subtle, rhythmic movements, a physical expression of her deep concentration. The background, a soft, blurred, neutral-toned bathroom, creates a shallow depth of field, isolating her movements and evoking an intimate, tranquil atmosphere centered on the quiet ritual of self-adornment.", + "seed": 29079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_3/index_7883_seed_29079_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017872126959264278, + "vlm_logprob": -0.017872126959264278, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.017872126959264278, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024328382685780525 + ], + "opposite_logprob_tokens": [ + -3.7743284702301025 + ], + "logprob_reward": -0.024328382685780525, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024328382685780525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2819023132324219, + 0.07159879803657532, + 0.04862597957253456, + 0.045147888362407684, + 0.059506259858608246, + 0.07877180725336075, + 0.13062593340873718, + 0.10818400979042053, + 0.08242808282375336, + 0.09320897608995438 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.024328382685780525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199244514107704 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.018199244514107704, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199244514107704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38687729835510254, + 0.11127736419439316, + 0.036365900188684464, + 0.10609351098537445, + 0.038227833807468414, + 0.0417013019323349, + 0.1073089987039566, + 0.05446019396185875, + 0.06831308454275131, + 0.04937447980046272 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.018199244514107704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107992883771658 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.01107992883771658, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107992883771658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34442371129989624, + 0.23217932879924774, + 0.03740822896361351, + 0.038283877074718475, + 0.02931683510541916, + 0.03136240690946579, + 0.07889018952846527, + 0.07540200650691986, + 0.08734436333179474, + 0.04538900777697563 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.01107992883771658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980746328830719 + ], + "opposite_logprob_tokens": [ + -3.5298075675964355 + ], + "logprob_reward": -0.02980746328830719, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980746328830719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27088022232055664, + 0.15823256969451904, + 0.06903138011693954, + 0.06443298608064651, + 0.03432295098900795, + 0.059201162308454514, + 0.057618144899606705, + 0.06791112571954727, + 0.09588470309972763, + 0.12248466163873672 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02980746328830719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945615470409393 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.005945615470409393, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945615470409393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23815520107746124, + 0.04390748217701912, + 0.04143889993429184, + 0.1478630155324936, + 0.07477590441703796, + 0.027646953240036964, + 0.3479997515678406, + 0.03226766735315323, + 0.01517961360514164, + 0.030765527859330177 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.005945615470409393 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot depicts a young woman, her head tilted noticeably to the left, her features intensely focused as she applies makeup. Her dark brown hair is pulled back from her face, allowing a few fine strands to fall at her temples. The scene is bathed in the bright, even light of a vanity mirror, which casts a soft glow on her clear skin, emphasizing her delicate features. Her eyes are wide open, looking down and out of the frame, her right hand steadily grasping a slender, black-handled makeup brush. The fine bristles at the tip are coated with dark eyeliner, and she carefully draws a precise line along her lower eyelid. As she executes this delicate action with unwavering focus, her mouth unconsciously opens and closes in subtle, rhythmic movements, a physical expression of her deep concentration. The background, a soft, blurred, neutral-toned bathroom, creates a shallow depth of field, isolating her movements and evoking an intimate, tranquil atmosphere centered on the quiet ritual of self-adornment.", + "seed": 29080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_3/index_7883_seed_29080_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026264287065714598, + "vlm_logprob": -0.026264287065714598, + "vlm_yes_no_margin": 3.949999952316284, + "vlm_token_credit": -0.026264287065714598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007556308526545763 + ], + "opposite_logprob_tokens": [ + -5.007556438446045 + ], + "logprob_reward": -0.007556308526545763, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007556308526545763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2524856925010681, + 0.09328772872686386, + 0.09639840573072433, + 0.11869315057992935, + 0.04795607924461365, + 0.07055547833442688, + 0.07273289561271667, + 0.11491621285676956, + 0.06629817932844162, + 0.06667617708444595 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.007556308526545763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792386554181576 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792386554181576, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792386554181576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36128994822502136, + 0.12289269268512726, + 0.07290446758270264, + 0.08047790825366974, + 0.09313952922821045, + 0.04392899200320244, + 0.03348037600517273, + 0.046915020793676376, + 0.036963313817977905, + 0.10800774395465851 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009792386554181576 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820392720401287 + ], + "opposite_logprob_tokens": [ + -4.0182037353515625 + ], + "logprob_reward": -0.01820392720401287, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820392720401287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2506087124347687, + 0.12698128819465637, + 0.08256020396947861, + 0.16790534555912018, + 0.04113273695111275, + 0.08486635982990265, + 0.061283934861421585, + 0.08291961997747421, + 0.04121944680809975, + 0.06052233278751373 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.01820392720401287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206195428967476 + ], + "opposite_logprob_tokens": [ + -2.8120620250701904 + ], + "logprob_reward": -0.06206195428967476, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206195428967476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2044479101896286, + 0.12343830615282059, + 0.06261399388313293, + 0.10402067005634308, + 0.13213537633419037, + 0.11935180425643921, + 0.042572710663080215, + 0.053587205708026886, + 0.06274832785129547, + 0.09508367627859116 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.06206195428967476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a young woman with her head tilted noticeably to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's dark brown hair pulled back with fine strands falling at her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a slender, black-handled makeup brush with dark eyeliner on the bristles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman drawing a precise line of eyeliner along her lower eyelid while her mouth opens and closes rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, blurred, neutral-toned bathroom creating a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370685875415802 + ], + "opposite_logprob_tokens": [ + -3.4087069034576416 + ], + "logprob_reward": -0.03370685875415802, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370685875415802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2964695692062378, + 0.19195429980754852, + 0.062333621084690094, + 0.10097362846136093, + 0.04973234981298447, + 0.03277010843157768, + 0.06313418596982956, + 0.04040132090449333, + 0.07506505399942398, + 0.08716586977243423 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03370685875415802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_4/index_tensor([8596, 8596])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_4/index_tensor([8596, 8596])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..320ce1c5b539097f3f3855a1fae06ba94ffd9b80 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_4/index_tensor([8596, 8596])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, sweeping wide shot, rendered in Van Gogh's signature Post-Impressionist style, captures a lone male figure standing atop a precipice amidst a vibrant, swirling wheatfield beneath a turbulent sky. The entire scene is constructed with thick, visible, unsentimental brushstrokes, imbuing both the landscape and the figure with a tactile, three-dimensional reality. The field is an explosive sea of gold and ochre, with the wheat stalks bending and twisting in a chaotic, windswept dance that reflects his inner state. Above, heavy, swirling clouds tumble across a deep blue and cyan sky, the harsh afternoon light casting dramatic, elongated shadows. The man, thin and dressed in worn, dark, rustic clothing, stands frozen. His chest rises and falls with his rapid, labored breaths, a subtle yet powerful micro-movement that suggests he has just stopped fleeing an unseen terror. His eyes, wide open and filled with frantic, manic energy, gaze upon the turbulent landscape as if it were a direct, painterly expression of his own morbid fear and psychological anguish.", + "seed": 20396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_4/index_8596_seed_20396_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.27191958175972103, + "vlm_logprob": -0.27191958175972103, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.27191958175972103, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030621139332652092 + ], + "opposite_logprob_tokens": [ + -3.53062105178833 + ], + "logprob_reward": -0.030621139332652092, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030621139332652092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1807439774274826, + 0.33968883752822876, + 0.031282003968954086, + 0.05173437297344208, + 0.03750941529870033, + 0.10775669664144516, + 0.07900389283895493, + 0.05774419754743576, + 0.06459303200244904, + 0.049943555146455765 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.030621139332652092 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032068276777863503 + ], + "opposite_logprob_tokens": [ + -5.753206729888916 + ], + "logprob_reward": -0.0032068276777863503, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032068276777863503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.255624920129776, + 0.0632258728146553, + 0.04653080180287361, + 0.061997152864933014, + 0.0812714695930481, + 0.16028526425361633, + 0.0325189046561718, + 0.04586614668369293, + 0.1850845068693161, + 0.06759493052959442 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.0032068276777863503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003621212672442198 + ], + "opposite_logprob_tokens": [ + -5.6286211013793945 + ], + "logprob_reward": -0.003621212672442198, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003621212672442198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2572638988494873, + 0.07271406054496765, + 0.29703816771507263, + 0.03660690411925316, + 0.0739307701587677, + 0.10131141543388367, + 0.05569770187139511, + 0.03237881138920784, + 0.04093272611498833, + 0.03212553635239601 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.003621212672442198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648086339235306 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008648086339235306, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648086339235306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11056987941265106, + 0.13442589342594147, + 0.09501659870147705, + 0.07261025160551071, + 0.23727580904960632, + 0.05302117019891739, + 0.05412660166621208, + 0.11795718967914581, + 0.08467482030391693, + 0.04032176733016968 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.008648086339235306 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3135006427764893 + ], + "opposite_logprob_tokens": [ + -0.3135005831718445 + ], + "logprob_reward": -1.3135006427764893, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3135006427764893, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15901678800582886, + 0.10961727052927017, + 0.05159684270620346, + 0.048373278230428696, + 0.1231241375207901, + 0.15328611433506012, + 0.18198175728321075, + 0.07190244644880295, + 0.048476677387952805, + 0.052624717354774475 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -1.3135006427764893 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, sweeping wide shot, rendered in Van Gogh's signature Post-Impressionist style, captures a lone male figure standing atop a precipice amidst a vibrant, swirling wheatfield beneath a turbulent sky. The entire scene is constructed with thick, visible, unsentimental brushstrokes, imbuing both the landscape and the figure with a tactile, three-dimensional reality. The field is an explosive sea of gold and ochre, with the wheat stalks bending and twisting in a chaotic, windswept dance that reflects his inner state. Above, heavy, swirling clouds tumble across a deep blue and cyan sky, the harsh afternoon light casting dramatic, elongated shadows. The man, thin and dressed in worn, dark, rustic clothing, stands frozen. His chest rises and falls with his rapid, labored breaths, a subtle yet powerful micro-movement that suggests he has just stopped fleeing an unseen terror. His eyes, wide open and filled with frantic, manic energy, gaze upon the turbulent landscape as if it were a direct, painterly expression of his own morbid fear and psychological anguish.", + "seed": 20397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_4/index_8596_seed_20397_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21750526814721524, + "vlm_logprob": -0.21750526814721524, + "vlm_yes_no_margin": 3.874999988079071, + "vlm_token_credit": -0.21750526814721524, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007000443059951067 + ], + "opposite_logprob_tokens": [ + -5.13200044631958 + ], + "logprob_reward": -0.007000443059951067, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007000443059951067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09301859140396118, + 0.1231929138302803, + 0.03634802624583244, + 0.10024651885032654, + 0.02422492392361164, + 0.2999902367591858, + 0.03566158935427666, + 0.03740694373846054, + 0.023410987108945847, + 0.22649922966957092 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.007000443059951067 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002830310957506299 + ], + "opposite_logprob_tokens": [ + -5.877830505371094 + ], + "logprob_reward": -0.002830310957506299, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002830310957506299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14200609922409058, + 0.09713304042816162, + 0.03210034966468811, + 0.07070741802453995, + 0.024872593581676483, + 0.09153851866722107, + 0.3239509165287018, + 0.04976945370435715, + 0.0427827462553978, + 0.12513887882232666 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.002830310957506299 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632735185325146 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632735185325146, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632735185325146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29456597566604614, + 0.04543270170688629, + 0.057779498398303986, + 0.18858367204666138, + 0.033663805574178696, + 0.19056659936904907, + 0.12238330394029617, + 0.02207646518945694, + 0.0164127666503191, + 0.028535237535834312 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.007632735185325146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078924760222435 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016078924760222435, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078924760222435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06908585876226425, + 0.021189630031585693, + 0.03698969632387161, + 0.033109620213508606, + 0.03266371041536331, + 0.035718925297260284, + 0.6991937756538391, + 0.03047182410955429, + 0.014711861498653889, + 0.026865096762776375 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.016078924760222435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539839267730713 + ], + "opposite_logprob_tokens": [ + -0.4289838671684265 + ], + "logprob_reward": -1.0539839267730713, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0539839267730713, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07884930819272995, + 0.022932209074497223, + 0.012297945097088814, + 0.030767174437642097, + 0.02969466894865036, + 0.10569117963314056, + 0.6239429116249084, + 0.024542946368455887, + 0.013729036785662174, + 0.05755258724093437 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -1.0539839267730713 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, sweeping wide shot, rendered in Van Gogh's signature Post-Impressionist style, captures a lone male figure standing atop a precipice amidst a vibrant, swirling wheatfield beneath a turbulent sky. The entire scene is constructed with thick, visible, unsentimental brushstrokes, imbuing both the landscape and the figure with a tactile, three-dimensional reality. The field is an explosive sea of gold and ochre, with the wheat stalks bending and twisting in a chaotic, windswept dance that reflects his inner state. Above, heavy, swirling clouds tumble across a deep blue and cyan sky, the harsh afternoon light casting dramatic, elongated shadows. The man, thin and dressed in worn, dark, rustic clothing, stands frozen. His chest rises and falls with his rapid, labored breaths, a subtle yet powerful micro-movement that suggests he has just stopped fleeing an unseen terror. His eyes, wide open and filled with frantic, manic energy, gaze upon the turbulent landscape as if it were a direct, painterly expression of his own morbid fear and psychological anguish.", + "seed": 20398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_4/index_8596_seed_20398_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20376028828322887, + "vlm_logprob": -0.20376028828322887, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.20376028828322887, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02140970714390278 + ], + "opposite_logprob_tokens": [ + -3.896409749984741 + ], + "logprob_reward": -0.02140970714390278, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02140970714390278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23590213060379028, + 0.2530549466609955, + 0.03567170351743698, + 0.03450664505362511, + 0.01680377498269081, + 0.05558269843459129, + 0.14022333920001984, + 0.13235843181610107, + 0.030599595978856087, + 0.06529665738344193 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.02140970714390278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004115208517760038 + ], + "opposite_logprob_tokens": [ + -5.504115104675293 + ], + "logprob_reward": -0.004115208517760038, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004115208517760038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1843382716178894, + 0.33289623260498047, + 0.06430584192276001, + 0.03176194056868553, + 0.05635559558868408, + 0.049217548221349716, + 0.10779864341020584, + 0.09409260749816895, + 0.04346613585948944, + 0.03576720133423805 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.004115208517760038 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002825318370014429 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.002825318370014429, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002825318370014429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23307658731937408, + 0.3590196669101715, + 0.05391201376914978, + 0.03839019685983658, + 0.013842972926795483, + 0.017887676134705544, + 0.1639554798603058, + 0.09018886834383011, + 0.01653393730521202, + 0.013192543759942055 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.002825318370014429 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081741079688072 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.016081741079688072, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081741079688072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18300731480121613, + 0.1194247230887413, + 0.0542936846613884, + 0.0688367560505867, + 0.17952045798301697, + 0.041202280670404434, + 0.05691226199269295, + 0.08212954550981522, + 0.05588214471936226, + 0.15879084169864655 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.016081741079688072 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974369466304779 + ], + "opposite_logprob_tokens": [ + -0.47436946630477905 + ], + "logprob_reward": -0.974369466304779, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974369466304779, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0803046002984047, + 0.17719583213329315, + 0.06268669664859772, + 0.08170896023511887, + 0.10604610294103622, + 0.06455007940530777, + 0.10542147606611252, + 0.21025428175926208, + 0.0710526555776596, + 0.04077931120991707 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.974369466304779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, sweeping wide shot, rendered in Van Gogh's signature Post-Impressionist style, captures a lone male figure standing atop a precipice amidst a vibrant, swirling wheatfield beneath a turbulent sky. The entire scene is constructed with thick, visible, unsentimental brushstrokes, imbuing both the landscape and the figure with a tactile, three-dimensional reality. The field is an explosive sea of gold and ochre, with the wheat stalks bending and twisting in a chaotic, windswept dance that reflects his inner state. Above, heavy, swirling clouds tumble across a deep blue and cyan sky, the harsh afternoon light casting dramatic, elongated shadows. The man, thin and dressed in worn, dark, rustic clothing, stands frozen. His chest rises and falls with his rapid, labored breaths, a subtle yet powerful micro-movement that suggests he has just stopped fleeing an unseen terror. His eyes, wide open and filled with frantic, manic energy, gaze upon the turbulent landscape as if it were a direct, painterly expression of his own morbid fear and psychological anguish.", + "seed": 20399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_4/index_8596_seed_20399_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17616236601024865, + "vlm_logprob": -0.17616236601024865, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.17616236601024865, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03903290256857872 + ], + "opposite_logprob_tokens": [ + -3.2890329360961914 + ], + "logprob_reward": -0.03903290256857872, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03903290256857872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36032506823539734, + 0.11185794323682785, + 0.04503254219889641, + 0.10160008072853088, + 0.06374873220920563, + 0.10448326170444489, + 0.060474857687950134, + 0.04828356206417084, + 0.04413272812962532, + 0.060061242431402206 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.03903290256857872 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055016130208969116 + ], + "opposite_logprob_tokens": [ + -2.930016040802002 + ], + "logprob_reward": -0.055016130208969116, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055016130208969116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2378416657447815, + 0.09086258709430695, + 0.13528399169445038, + 0.12127260118722916, + 0.03581058606505394, + 0.216993048787117, + 0.030597537755966187, + 0.015855753794312477, + 0.03756365925073624, + 0.07791856676340103 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.055016130208969116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213399030268192 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.014213399030268192, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213399030268192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30480751395225525, + 0.2382269948720932, + 0.07915093004703522, + 0.07369501143693924, + 0.04595173895359039, + 0.03896372765302658, + 0.06690429896116257, + 0.03892079368233681, + 0.06674817949533463, + 0.04663078486919403 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014213399030268192 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790298655629158 + ], + "opposite_logprob_tokens": [ + -2.5790297985076904 + ], + "logprob_reward": -0.0790298655629158, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790298655629158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2726566195487976, + 0.09974945336580276, + 0.09832215309143066, + 0.07613421231508255, + 0.07485544681549072, + 0.16357171535491943, + 0.04051579162478447, + 0.02002442441880703, + 0.04138264060020447, + 0.11278753727674484 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0790298655629158 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a Van Gogh Post-Impressionist style with thick, visible brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone male figure standing atop a precipice in a vibrant wheatfield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as turbulent with heavy, swirling clouds in deep blue and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man dressed in worn, dark, rustic clothing and standing frozen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man's chest visibly rising and falling with rapid, labored breaths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6935195326805115 + ], + "opposite_logprob_tokens": [ + -0.6935195326805115 + ], + "logprob_reward": -0.6935195326805115, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6935195326805115, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1890890896320343, + 0.0897945985198021, + 0.1319633573293686, + 0.09685815870761871, + 0.04509923607110977, + 0.13119976222515106, + 0.06978130340576172, + 0.09815871715545654, + 0.09297659993171692, + 0.0550791397690773 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.6935195326805115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_5/index_tensor([1182, 1182])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_5/index_tensor([1182, 1182])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7197e3b59301698b119f24d93c645741728dee59 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_5/index_tensor([1182, 1182])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, upward-tilting long shot pierces the pitch-black, nearly lightless depths of the ocean, following the graceful ascent of a school of luminous jellyfish. This silent procession, comprised of dozens of jellyfish of varying shapes, emits a soft, rhythmic bioluminescence from within their translucent, gelatinous umbrellas, shifting between ethereal cyan, dreamy pink-purple, and soft emerald green. As they propel upward through graceful contractions and expansions, countless long, slender, silken ribbon-like tentacles drift lazily behind them, carving trails of shimmering light through the darkness. Their own light, the sole source of illumination in the inky black waters, faintly illuminates the tiny particles of marine snow suspended around them, creating an effect reminiscent of stardust. The entire scene is shrouded in a profound sense of tranquility and mystery. The jellyfish's effortless ascent contrasts sharply with the endless darkness of the deep, creating a visual spectacle both otherworldly and vibrant.", + "seed": 5530, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_5/index_1182_seed_5530_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3360205087810755, + "vlm_logprob": -0.3360205087810755, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.3360205087810755, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7754078507423401 + ], + "opposite_logprob_tokens": [ + -0.6504078507423401 + ], + "logprob_reward": -0.7754078507423401, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7754078507423401, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07670771330595016, + 0.05196547880768776, + 0.09187906235456467, + 0.07564448565244675, + 0.027522573247551918, + 0.057298775762319565, + 0.08793947845697403, + 0.04413489252328873, + 0.0694013461470604, + 0.4175061881542206 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.7754078507423401 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261681795120239 + ], + "opposite_logprob_tokens": [ + -0.5761681795120239 + ], + "logprob_reward": -0.8261681795120239, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261681795120239, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0887751430273056, + 0.12656673789024353, + 0.25175341963768005, + 0.05122927948832512, + 0.1259060502052307, + 0.01803419552743435, + 0.06451050192117691, + 0.06226661801338196, + 0.07511556148529053, + 0.13584239780902863 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.8261681795120239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033733829855918884 + ], + "opposite_logprob_tokens": [ + -3.40873384475708 + ], + "logprob_reward": -0.033733829855918884, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033733829855918884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14170584082603455, + 0.08147678524255753, + 0.04468134790658951, + 0.086007259786129, + 0.0437735877931118, + 0.1721019148826599, + 0.0972476378083229, + 0.05325267091393471, + 0.06988805532455444, + 0.20986491441726685 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.033733829855918884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096080765128136 + ], + "opposite_logprob_tokens": [ + -4.511096000671387 + ], + "logprob_reward": -0.011096080765128136, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096080765128136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17656521499156952, + 0.05673572048544884, + 0.28238269686698914, + 0.05468430370092392, + 0.06475187093019485, + 0.04554948955774307, + 0.05846606567502022, + 0.046508971601724625, + 0.08063384145498276, + 0.13372182846069336 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.011096080765128136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033696603029966354 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.033696603029966354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033696603029966354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07761240750551224, + 0.04042847454547882, + 0.054727718234062195, + 0.17577695846557617, + 0.13805045187473297, + 0.08417697250843048, + 0.12328001111745834, + 0.05211948975920677, + 0.11213959008455276, + 0.14168787002563477 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.033696603029966354 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting long shot pierces the pitch-black, nearly lightless depths of the ocean, following the graceful ascent of a school of luminous jellyfish. This silent procession, comprised of dozens of jellyfish of varying shapes, emits a soft, rhythmic bioluminescence from within their translucent, gelatinous umbrellas, shifting between ethereal cyan, dreamy pink-purple, and soft emerald green. As they propel upward through graceful contractions and expansions, countless long, slender, silken ribbon-like tentacles drift lazily behind them, carving trails of shimmering light through the darkness. Their own light, the sole source of illumination in the inky black waters, faintly illuminates the tiny particles of marine snow suspended around them, creating an effect reminiscent of stardust. The entire scene is shrouded in a profound sense of tranquility and mystery. The jellyfish's effortless ascent contrasts sharply with the endless darkness of the deep, creating a visual spectacle both otherworldly and vibrant.", + "seed": 5531, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_5/index_1182_seed_5531_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.47207082947716117, + "vlm_logprob": -0.47207082947716117, + "vlm_yes_no_margin": 2.150000011920929, + "vlm_token_credit": -0.47207082947716117, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2344152927398682 + ], + "opposite_logprob_tokens": [ + -0.3594152629375458 + ], + "logprob_reward": -1.2344152927398682, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2344152927398682, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.149017333984375, + 0.15411798655986786, + 0.08543092012405396, + 0.04965057969093323, + 0.19607797265052795, + 0.043450977653265, + 0.10144907236099243, + 0.07062090933322906, + 0.07088629901409149, + 0.07929788529872894 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -1.2344152927398682 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053908348083496 + ], + "opposite_logprob_tokens": [ + -0.42890840768814087 + ], + "logprob_reward": -1.053908348083496, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.053908348083496, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.061604034155607224, + 0.13482530415058136, + 0.05039634183049202, + 0.02913563884794712, + 0.03779196739196777, + 0.02914096601307392, + 0.11740167438983917, + 0.34484392404556274, + 0.06251902133226395, + 0.13234113156795502 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -1.053908348083496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813011944293976 + ], + "opposite_logprob_tokens": [ + -3.288130044937134 + ], + "logprob_reward": -0.03813011944293976, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813011944293976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19025547802448273, + 0.14905503392219543, + 0.18911992013454437, + 0.04992672801017761, + 0.05836016684770584, + 0.12023582309484482, + 0.05618441104888916, + 0.07314445823431015, + 0.03938555717468262, + 0.07433244585990906 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03813011944293976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107966553419828 + ], + "opposite_logprob_tokens": [ + -5.50410795211792 + ], + "logprob_reward": -0.004107966553419828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107966553419828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16401176154613495, + 0.05884237587451935, + 0.09501111507415771, + 0.0552128404378891, + 0.13887159526348114, + 0.024637123569846153, + 0.11770757287740707, + 0.1453741490840912, + 0.052431151270866394, + 0.14790035784244537 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.004107966553419828 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792420566082 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.029792420566082, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792420566082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1146642342209816, + 0.09449244290590286, + 0.03549867495894432, + 0.03158906102180481, + 0.17043042182922363, + 0.03902404382824898, + 0.10573107749223709, + 0.041158948093652725, + 0.04925386235117912, + 0.31815722584724426 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.029792420566082 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting long shot pierces the pitch-black, nearly lightless depths of the ocean, following the graceful ascent of a school of luminous jellyfish. This silent procession, comprised of dozens of jellyfish of varying shapes, emits a soft, rhythmic bioluminescence from within their translucent, gelatinous umbrellas, shifting between ethereal cyan, dreamy pink-purple, and soft emerald green. As they propel upward through graceful contractions and expansions, countless long, slender, silken ribbon-like tentacles drift lazily behind them, carving trails of shimmering light through the darkness. Their own light, the sole source of illumination in the inky black waters, faintly illuminates the tiny particles of marine snow suspended around them, creating an effect reminiscent of stardust. The entire scene is shrouded in a profound sense of tranquility and mystery. The jellyfish's effortless ascent contrasts sharply with the endless darkness of the deep, creating a visual spectacle both otherworldly and vibrant.", + "seed": 5532, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_5/index_1182_seed_5532_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5434126613661647, + "vlm_logprob": -0.5434126613661647, + "vlm_yes_no_margin": 1.85, + "vlm_token_credit": -0.5434126613661647, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2290974855422974 + ], + "opposite_logprob_tokens": [ + -0.35409748554229736 + ], + "logprob_reward": -1.2290974855422974, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2290974855422974, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3076440095901489, + 0.29471033811569214, + 0.015879949554800987, + 0.06511585414409637, + 0.029584359377622604, + 0.12801289558410645, + 0.04185544699430466, + 0.0661594569683075, + 0.02935638837516308, + 0.021681327372789383 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -1.2290974855422974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063291549682617 + ], + "opposite_logprob_tokens": [ + -0.28132909536361694 + ], + "logprob_reward": -1.4063291549682617, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063291549682617, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.42244428396224976, + 0.2422957420349121, + 0.09281085431575775, + 0.010340625420212746, + 0.04601578786969185, + 0.05553364381194115, + 0.023420186713337898, + 0.055729564279317856, + 0.023077011108398438, + 0.028332248330116272 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -1.4063291549682617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373740240931511 + ], + "opposite_logprob_tokens": [ + -3.4087374210357666 + ], + "logprob_reward": -0.03373740240931511, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373740240931511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.179251566529274, + 0.32430070638656616, + 0.06001398712396622, + 0.07847714424133301, + 0.07970770448446274, + 0.0814061090350151, + 0.05746623873710632, + 0.03672850504517555, + 0.03687858209013939, + 0.0657694935798645 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.03373740240931511 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009802537970244884 + ], + "opposite_logprob_tokens": [ + -4.634802341461182 + ], + "logprob_reward": -0.009802537970244884, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009802537970244884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32203179597854614, + 0.10146211087703705, + 0.08029484748840332, + 0.08983756601810455, + 0.030705401673913002, + 0.06379716843366623, + 0.07887348532676697, + 0.10473805665969849, + 0.04965968057513237, + 0.07859989255666733 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.009802537970244884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038096725940704346 + ], + "opposite_logprob_tokens": [ + -3.2880966663360596 + ], + "logprob_reward": -0.038096725940704346, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038096725940704346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19563408195972443, + 0.2031799703836441, + 0.04837503284215927, + 0.052586473524570465, + 0.045037176460027695, + 0.03792760521173477, + 0.16500073671340942, + 0.0857732743024826, + 0.026768231764435768, + 0.1397174894809723 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.038096725940704346 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting long shot pierces the pitch-black, nearly lightless depths of the ocean, following the graceful ascent of a school of luminous jellyfish. This silent procession, comprised of dozens of jellyfish of varying shapes, emits a soft, rhythmic bioluminescence from within their translucent, gelatinous umbrellas, shifting between ethereal cyan, dreamy pink-purple, and soft emerald green. As they propel upward through graceful contractions and expansions, countless long, slender, silken ribbon-like tentacles drift lazily behind them, carving trails of shimmering light through the darkness. Their own light, the sole source of illumination in the inky black waters, faintly illuminates the tiny particles of marine snow suspended around them, creating an effect reminiscent of stardust. The entire scene is shrouded in a profound sense of tranquility and mystery. The jellyfish's effortless ascent contrasts sharply with the endless darkness of the deep, creating a visual spectacle both otherworldly and vibrant.", + "seed": 5533, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_5/index_1182_seed_5533_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3484320191666484, + "vlm_logprob": -0.3484320191666484, + "vlm_yes_no_margin": 2.3500000059604647, + "vlm_token_credit": -0.3484320191666484, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9931410551071167 + ], + "opposite_logprob_tokens": [ + -0.4931410849094391 + ], + "logprob_reward": -0.9931410551071167, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9931410551071167, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06935726851224899, + 0.04312921315431595, + 0.06404227763414383, + 0.034973181784152985, + 0.04177338629961014, + 0.5191667079925537, + 0.0343623161315918, + 0.04317784681916237, + 0.06024547666311264, + 0.08977234363555908 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.9931410551071167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934153437614441 + ], + "opposite_logprob_tokens": [ + -0.6934153437614441 + ], + "logprob_reward": -0.6934153437614441, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934153437614441, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11503494530916214, + 0.17492249608039856, + 0.02333088219165802, + 0.03591349720954895, + 0.0896964967250824, + 0.31888920068740845, + 0.05036577209830284, + 0.023501882329583168, + 0.069139763712883, + 0.09920498728752136 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.6934153437614441 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374293491244316 + ], + "opposite_logprob_tokens": [ + -3.651374340057373 + ], + "logprob_reward": -0.026374293491244316, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374293491244316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23627160489559174, + 0.13912588357925415, + 0.05059551075100899, + 0.05610348656773567, + 0.05118598788976669, + 0.0573311485350132, + 0.03565562143921852, + 0.09199649840593338, + 0.13215582072734833, + 0.14957848191261292 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.026374293491244316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653285913169384 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.008653285913169384, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653285913169384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08423273265361786, + 0.12909841537475586, + 0.03846598416566849, + 0.040375929325819016, + 0.10219164192676544, + 0.03785170987248421, + 0.03701411932706833, + 0.1074431985616684, + 0.3366122841835022, + 0.0867139995098114 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.008653285913169384 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a long shot that tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment pitch-black with no external light sources?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of jellyfish with varying shapes visible ascending in a school?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the jellyfish emit bioluminescence in cyan, pink-purple, and emerald green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the jellyfish possess long, slender, silken ribbon-like tentacles drifting behind them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057611756026745 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.02057611756026745, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057611756026745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11470913887023926, + 0.11017158627510071, + 0.02842404507100582, + 0.05495070293545723, + 0.1536533087491989, + 0.09757834672927856, + 0.04329538717865944, + 0.06299561262130737, + 0.15124501287937164, + 0.1829768270254135 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.02057611756026745 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_6/index_tensor([3007, 3007])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_6/index_tensor([3007, 3007])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b6cc0bfc81654112e9ddd3d7a074d98d8daa5d95 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_6/index_tensor([3007, 3007])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic medium shot, shot from a slightly upward angle, smoothly pans sideways, closely following a man and woman engaged in a fierce confrontation within a dense, deep, emerald green bamboo forest. The man, with his long, dark hair tied high with a headband, is handsome, his eyes piercing like an eagle. He wears a flowing white silk robe, its wide sleeves fluttering in the air with his swift movements. The woman, also wearing a high ponytail, has a beautiful face and a focused, stern expression. She wears a sharply tailored red suit, creating a stark and striking visual contrast with the man's white robe. The afternoon sun struggles to penetrate the gaps between the layers of bamboo leaves, casting a dappled, flickering light on the ground, shrouded in a light mist. The two men's figures were as fast as lightning, deftly shuttling, moving and spinning between the straight and tall bamboo poles. The fine steel swords in their hands drew deadly and graceful silver arcs in the air. Every precise and fierce collision instantly burst out dazzling golden sparks, briefly illuminating their focused faces and the cold light flowing on the sword blades. The whole fighting process was full of power and like a carefully choreographed dance, swift and graceful, creating a martial arts atmosphere that was both intense and poetic against the backdrop of the quiet bamboo forest.", + "seed": 23681, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_6/index_3007_seed_23681_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026097113266587257, + "vlm_logprob": -0.026097113266587257, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.026097113266587257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028809094801545143 + ], + "opposite_logprob_tokens": [ + -3.653809070587158 + ], + "logprob_reward": -0.028809094801545143, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028809094801545143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14970983564853668, + 0.055651381611824036, + 0.03302591294050217, + 0.16495154798030853, + 0.3349950611591339, + 0.057980142533779144, + 0.057465605437755585, + 0.06677202880382538, + 0.04025689512491226, + 0.03919156268239021 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.028809094801545143 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636825665831566 + ], + "opposite_logprob_tokens": [ + -3.6513681411743164 + ], + "logprob_reward": -0.02636825665831566, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636825665831566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13017597794532776, + 0.095896877348423, + 0.05192560330033302, + 0.1103677824139595, + 0.19605523347854614, + 0.11573812365531921, + 0.06819671392440796, + 0.031697917729616165, + 0.10328745096921921, + 0.09665831178426743 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.02636825665831566 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021990183740854263 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021990183740854263, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021990183740854263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21838034689426422, + 0.09059608727693558, + 0.04487152770161629, + 0.12940996885299683, + 0.1113944947719574, + 0.0664515420794487, + 0.043420467525720596, + 0.1636424958705902, + 0.048016663640737534, + 0.08381634205579758 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0021990183740854263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062042236328125 + ], + "opposite_logprob_tokens": [ + -2.812042236328125 + ], + "logprob_reward": -0.062042236328125, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062042236328125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18563368916511536, + 0.06859167665243149, + 0.10283918678760529, + 0.0602412074804306, + 0.2595243453979492, + 0.06922528892755508, + 0.026437902823090553, + 0.06511491537094116, + 0.08572804927825928, + 0.07666373997926712 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.062042236328125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066960170865059 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011066960170865059, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066960170865059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07990707457065582, + 0.06850548833608627, + 0.04159766808152199, + 0.11486128717660904, + 0.5238118171691895, + 0.025521788746118546, + 0.032157156616449356, + 0.05243486538529396, + 0.028802860528230667, + 0.032400064170360565 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.011066960170865059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium shot, shot from a slightly upward angle, smoothly pans sideways, closely following a man and woman engaged in a fierce confrontation within a dense, deep, emerald green bamboo forest. The man, with his long, dark hair tied high with a headband, is handsome, his eyes piercing like an eagle. He wears a flowing white silk robe, its wide sleeves fluttering in the air with his swift movements. The woman, also wearing a high ponytail, has a beautiful face and a focused, stern expression. She wears a sharply tailored red suit, creating a stark and striking visual contrast with the man's white robe. The afternoon sun struggles to penetrate the gaps between the layers of bamboo leaves, casting a dappled, flickering light on the ground, shrouded in a light mist. The two men's figures were as fast as lightning, deftly shuttling, moving and spinning between the straight and tall bamboo poles. The fine steel swords in their hands drew deadly and graceful silver arcs in the air. Every precise and fierce collision instantly burst out dazzling golden sparks, briefly illuminating their focused faces and the cold light flowing on the sword blades. The whole fighting process was full of power and like a carefully choreographed dance, swift and graceful, creating a martial arts atmosphere that was both intense and poetic against the backdrop of the quiet bamboo forest.", + "seed": 23682, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_6/index_3007_seed_23682_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.033044458646327254, + "vlm_logprob": -0.033044458646327254, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.033044458646327254, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.032576460391283035 + ], + "opposite_logprob_tokens": [ + -3.532576560974121 + ], + "logprob_reward": -0.032576460391283035, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.032576460391283035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5780265927314758, + 0.06901177018880844, + 0.028459252789616585, + 0.04432133585214615, + 0.038058653473854065, + 0.020220572128891945, + 0.015978947281837463, + 0.056205227971076965, + 0.0669044554233551, + 0.08281324803829193 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.032576460391283035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369184255599976 + ], + "opposite_logprob_tokens": [ + -3.651369094848633 + ], + "logprob_reward": -0.026369184255599976, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369184255599976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14348481595516205, + 0.16189883649349213, + 0.10967088490724564, + 0.13347402215003967, + 0.07425904273986816, + 0.06565587967634201, + 0.043200716376304626, + 0.08134983479976654, + 0.10813260078430176, + 0.07887338101863861 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.026369184255599976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067374915815889835 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.0067374915815889835, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067374915815889835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1843949854373932, + 0.08858302235603333, + 0.05414188280701637, + 0.12956249713897705, + 0.05557357519865036, + 0.08826009929180145, + 0.07032981514930725, + 0.10267183184623718, + 0.10905846208333969, + 0.11742385476827621 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0067374915815889835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896829396486282 + ], + "opposite_logprob_tokens": [ + -2.5789682865142822 + ], + "logprob_reward": -0.07896829396486282, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896829396486282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3387487828731537, + 0.06265031546354294, + 0.059273429214954376, + 0.0967259407043457, + 0.06435565650463104, + 0.05037679895758629, + 0.08626732975244522, + 0.08004995435476303, + 0.12374123185873032, + 0.0378105454146862 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.07896829396486282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570863038301468 + ], + "opposite_logprob_tokens": [ + -3.895570755004883 + ], + "logprob_reward": -0.020570863038301468, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570863038301468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1691456288099289, + 0.18672731518745422, + 0.10463204234838486, + 0.11379611492156982, + 0.07117683440446854, + 0.02420896105468273, + 0.06883657723665237, + 0.0791083574295044, + 0.03828150033950806, + 0.14408670365810394 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.020570863038301468 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium shot, shot from a slightly upward angle, smoothly pans sideways, closely following a man and woman engaged in a fierce confrontation within a dense, deep, emerald green bamboo forest. The man, with his long, dark hair tied high with a headband, is handsome, his eyes piercing like an eagle. He wears a flowing white silk robe, its wide sleeves fluttering in the air with his swift movements. The woman, also wearing a high ponytail, has a beautiful face and a focused, stern expression. She wears a sharply tailored red suit, creating a stark and striking visual contrast with the man's white robe. The afternoon sun struggles to penetrate the gaps between the layers of bamboo leaves, casting a dappled, flickering light on the ground, shrouded in a light mist. The two men's figures were as fast as lightning, deftly shuttling, moving and spinning between the straight and tall bamboo poles. The fine steel swords in their hands drew deadly and graceful silver arcs in the air. Every precise and fierce collision instantly burst out dazzling golden sparks, briefly illuminating their focused faces and the cold light flowing on the sword blades. The whole fighting process was full of power and like a carefully choreographed dance, swift and graceful, creating a martial arts atmosphere that was both intense and poetic against the backdrop of the quiet bamboo forest.", + "seed": 23683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_6/index_3007_seed_23683_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022068491694517432, + "vlm_logprob": -0.022068491694517432, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.022068491694517432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02477853186428547 + ], + "opposite_logprob_tokens": [ + -3.7747786045074463 + ], + "logprob_reward": -0.02477853186428547, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02477853186428547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14621099829673767, + 0.18788884580135345, + 0.0549980103969574, + 0.04805044084787369, + 0.013932301662862301, + 0.35499468445777893, + 0.03737159073352814, + 0.047453172504901886, + 0.04260072484612465, + 0.06649922579526901 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.02477853186428547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635456044226885 + ], + "opposite_logprob_tokens": [ + -4.882635593414307 + ], + "logprob_reward": -0.007635456044226885, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635456044226885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1482505202293396, + 0.042974717915058136, + 0.052195802330970764, + 0.014114586636424065, + 0.015976302325725555, + 0.49993520975112915, + 0.08361028879880905, + 0.027877293527126312, + 0.02185903489589691, + 0.09320623427629471 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.007635456044226885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017116909148171544 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017116909148171544, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017116909148171544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08552838861942291, + 0.028712976723909378, + 0.014103499241173267, + 0.010039889253675938, + 0.012722726911306381, + 0.7807331085205078, + 0.009831820614635944, + 0.008063419722020626, + 0.0175943560898304, + 0.03266981989145279 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.0017116909148171544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203405559062958 + ], + "opposite_logprob_tokens": [ + -2.8120341300964355 + ], + "logprob_reward": -0.06203405559062958, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203405559062958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1359795182943344, + 0.15031024813652039, + 0.06320741027593613, + 0.03363391384482384, + 0.024956360459327698, + 0.3330029845237732, + 0.040066204965114594, + 0.03341382369399071, + 0.04789294674992561, + 0.13753661513328552 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.06203405559062958 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014182724058628082 + ], + "opposite_logprob_tokens": [ + -4.2641825675964355 + ], + "logprob_reward": -0.014182724058628082, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014182724058628082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035623468458652496, + 0.025231007486581802, + 0.05444733425974846, + 0.03419458866119385, + 0.007607851643115282, + 0.7777748703956604, + 0.014859682880342007, + 0.0107140326872468, + 0.012935553677380085, + 0.026611603796482086 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.014182724058628082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium shot, shot from a slightly upward angle, smoothly pans sideways, closely following a man and woman engaged in a fierce confrontation within a dense, deep, emerald green bamboo forest. The man, with his long, dark hair tied high with a headband, is handsome, his eyes piercing like an eagle. He wears a flowing white silk robe, its wide sleeves fluttering in the air with his swift movements. The woman, also wearing a high ponytail, has a beautiful face and a focused, stern expression. She wears a sharply tailored red suit, creating a stark and striking visual contrast with the man's white robe. The afternoon sun struggles to penetrate the gaps between the layers of bamboo leaves, casting a dappled, flickering light on the ground, shrouded in a light mist. The two men's figures were as fast as lightning, deftly shuttling, moving and spinning between the straight and tall bamboo poles. The fine steel swords in their hands drew deadly and graceful silver arcs in the air. Every precise and fierce collision instantly burst out dazzling golden sparks, briefly illuminating their focused faces and the cold light flowing on the sword blades. The whole fighting process was full of power and like a carefully choreographed dance, swift and graceful, creating a martial arts atmosphere that was both intense and poetic against the backdrop of the quiet bamboo forest.", + "seed": 23684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_6/index_3007_seed_23684_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02931167664937675, + "vlm_logprob": -0.02931167664937675, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.02931167664937675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04453586786985397 + ], + "opposite_logprob_tokens": [ + -3.1695358753204346 + ], + "logprob_reward": -0.04453586786985397, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04453586786985397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28196361660957336, + 0.06322011351585388, + 0.12652195990085602, + 0.054640915244817734, + 0.03161737322807312, + 0.05433003976941109, + 0.05248464643955231, + 0.04656651243567467, + 0.05442545935511589, + 0.23422935605049133 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.04453586786985397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820170320570469 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.01820170320570469, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820170320570469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08702100813388824, + 0.040002793073654175, + 0.09666158258914948, + 0.11714012175798416, + 0.042647019028663635, + 0.16861844062805176, + 0.0885808989405632, + 0.06136046722531319, + 0.1805056780576706, + 0.11746204644441605 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.01820170320570469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614442190155387 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.003614442190155387, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614442190155387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1486293077468872, + 0.043785810470581055, + 0.09191928803920746, + 0.08712618798017502, + 0.07480117678642273, + 0.19863206148147583, + 0.06869732588529587, + 0.05782969295978546, + 0.15408135950565338, + 0.074497751891613 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.003614442190155387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203416734933853 + ], + "opposite_logprob_tokens": [ + -2.8120341300964355 + ], + "logprob_reward": -0.06203416734933853, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203416734933853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1625577062368393, + 0.11976445466279984, + 0.0581275150179863, + 0.07300397753715515, + 0.036131054162979126, + 0.2247275412082672, + 0.1265575885772705, + 0.05306052044034004, + 0.07723461091518402, + 0.06883500516414642 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.06203416734933853 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures, a man in a white silk robe and a woman in a red suit, engaged in a sword fight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters perform swift movements including spinning and dodging between bamboo poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sword collisions produce dazzling golden sparks that briefly illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and smoothly panning sideways to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817220263183117 + ], + "opposite_logprob_tokens": [ + -4.018172264099121 + ], + "logprob_reward": -0.01817220263183117, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817220263183117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09637739509344101, + 0.100312240421772, + 0.10928220301866531, + 0.17608270049095154, + 0.1685955673456192, + 0.18470273911952972, + 0.05739036574959755, + 0.032114140689373016, + 0.03840641677379608, + 0.03673626482486725 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.01817220263183117 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_7/index_tensor([4896, 4896])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_7/index_tensor([4896, 4896])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2d9bb67419497d0226d3022ab569e2c93b8d1a90 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_7/index_tensor([4896, 4896])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close-up, static shot, positioned at a slightly elevated angle, focuses intensely on a shimmering, ruby-red gelatin dessert centered on a pristine white porcelain plate. Bright, warm sidelighting illuminates the scene, casting brilliant, mirror-like highlights on the dessert's smooth, moist surface and penetrating its translucent body, causing it to glow from within like a gem. The dessert possesses a slow, subtle sway, its entire form trembling with a mesmerizing rhythm. This movement emanates from its center in a continuous cascade of concentric ripples that radiate outward across its tense surface, distorting the reflections of light. A shallow depth of field, completely obscuring the background, ensures that every detail of the gelatin's jostling motion and the hypnotic play of light through its form are captured, creating a captivating and satisfyingly tactile atmosphere.", + "seed": 32999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_7/index_4896_seed_32999_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030961276357993485, + "vlm_logprob": -0.030961276357993485, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.030961276357993485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029850706923753023 + ], + "opposite_logprob_tokens": [ + -6.252985000610352 + ], + "logprob_reward": -0.0029850706923753023, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0029850706923753023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051168885082006454, + 0.7679872512817383, + 0.020678425207734108, + 0.017155807465314865, + 0.01487693376839161, + 0.03435927629470825, + 0.012432224117219448, + 0.013874402269721031, + 0.05439886450767517, + 0.013067907653748989 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0029850706923753023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07905994355678558 + ], + "opposite_logprob_tokens": [ + -2.5790598392486572 + ], + "logprob_reward": -0.07905994355678558, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07905994355678558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024034647271037102, + 0.9158203601837158, + 0.0194648876786232, + 0.0027576906140893698, + 0.016067443415522575, + 0.002603786066174507, + 0.003468675771728158, + 0.009516609832644463, + 0.00394605565816164, + 0.002319715218618512 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07905994355678558 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052597238682210445 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.0052597238682210445, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052597238682210445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060361798852682114, + 0.7763748168945312, + 0.03201153129339218, + 0.019751816987991333, + 0.01053526345640421, + 0.03770967200398445, + 0.016065677627921104, + 0.024400627240538597, + 0.01582253724336624, + 0.006966210436075926 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0052597238682210445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054951928555965424 + ], + "opposite_logprob_tokens": [ + -2.9299519062042236 + ], + "logprob_reward": -0.054951928555965424, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054951928555965424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08401188999414444, + 0.5076452493667603, + 0.042628511786460876, + 0.06908919662237167, + 0.1439841240644455, + 0.007302877493202686, + 0.01727190986275673, + 0.05489693209528923, + 0.03649533540010452, + 0.036674026399850845 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.054951928555965424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549715116620064 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012549715116620064, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549715116620064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03307536616921425, + 0.8278599977493286, + 0.016691673547029495, + 0.006696287542581558, + 0.032630130648612976, + 0.01154584251344204, + 0.008162641897797585, + 0.008815720677375793, + 0.028067363426089287, + 0.026454921811819077 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.012549715116620064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot, positioned at a slightly elevated angle, focuses intensely on a shimmering, ruby-red gelatin dessert centered on a pristine white porcelain plate. Bright, warm sidelighting illuminates the scene, casting brilliant, mirror-like highlights on the dessert's smooth, moist surface and penetrating its translucent body, causing it to glow from within like a gem. The dessert possesses a slow, subtle sway, its entire form trembling with a mesmerizing rhythm. This movement emanates from its center in a continuous cascade of concentric ripples that radiate outward across its tense surface, distorting the reflections of light. A shallow depth of field, completely obscuring the background, ensures that every detail of the gelatin's jostling motion and the hypnotic play of light through its form are captured, creating a captivating and satisfyingly tactile atmosphere.", + "seed": 33000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_7/index_4896_seed_33000_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2452167058363557, + "vlm_logprob": -0.2452167058363557, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.2452167058363557, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014834923669695854 + ], + "opposite_logprob_tokens": [ + -4.264834880828857 + ], + "logprob_reward": -0.014834923669695854, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014834923669695854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22226203978061676, + 0.08564431965351105, + 0.055098757147789, + 0.05405177175998688, + 0.13351298868656158, + 0.11585074663162231, + 0.025670699775218964, + 0.1170579120516777, + 0.043980784714221954, + 0.14686988294124603 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.014834923669695854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.138113260269165 + ], + "opposite_logprob_tokens": [ + -0.3881132900714874 + ], + "logprob_reward": -1.138113260269165, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.138113260269165, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20887652039527893, + 0.24356138706207275, + 0.1285371482372284, + 0.04236902669072151, + 0.053341660648584366, + 0.037338145077228546, + 0.044466108083724976, + 0.07971832156181335, + 0.02015211246907711, + 0.14163963496685028 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -1.138113260269165 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649858646094799 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649858646094799, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649858646094799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18083681166172028, + 0.11697209626436234, + 0.0975918248295784, + 0.0395466648042202, + 0.14730502665042877, + 0.07168900221586227, + 0.07130962610244751, + 0.0516236275434494, + 0.05309277027845383, + 0.1700325608253479 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.008649858646094799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635536715388298 + ], + "opposite_logprob_tokens": [ + -3.651355266571045 + ], + "logprob_reward": -0.02635536715388298, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635536715388298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20623955130577087, + 0.05550512298941612, + 0.06469502300024033, + 0.11050236970186234, + 0.12929968535900116, + 0.12173309922218323, + 0.10363741964101791, + 0.0564425066113472, + 0.10507789999246597, + 0.04686729609966278 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02635536715388298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813011944293976 + ], + "opposite_logprob_tokens": [ + -3.288130044937134 + ], + "logprob_reward": -0.03813011944293976, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813011944293976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10959906876087189, + 0.053338322788476944, + 0.10621342062950134, + 0.07281335443258286, + 0.10053271800279617, + 0.2300415337085724, + 0.05662025511264801, + 0.1450633406639099, + 0.039261627942323685, + 0.08651634305715561 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.03813011944293976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot, positioned at a slightly elevated angle, focuses intensely on a shimmering, ruby-red gelatin dessert centered on a pristine white porcelain plate. Bright, warm sidelighting illuminates the scene, casting brilliant, mirror-like highlights on the dessert's smooth, moist surface and penetrating its translucent body, causing it to glow from within like a gem. The dessert possesses a slow, subtle sway, its entire form trembling with a mesmerizing rhythm. This movement emanates from its center in a continuous cascade of concentric ripples that radiate outward across its tense surface, distorting the reflections of light. A shallow depth of field, completely obscuring the background, ensures that every detail of the gelatin's jostling motion and the hypnotic play of light through its form are captured, creating a captivating and satisfyingly tactile atmosphere.", + "seed": 33001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_7/index_4896_seed_33001_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07716765124350786, + "vlm_logprob": -0.07716765124350786, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.07716765124350786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0066756801679730415 + ], + "opposite_logprob_tokens": [ + -5.131675720214844 + ], + "logprob_reward": -0.0066756801679730415, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0066756801679730415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14964659512043, + 0.06766706705093384, + 0.07295913249254227, + 0.13426971435546875, + 0.05212949216365814, + 0.07646701484918594, + 0.04807225242257118, + 0.17663270235061646, + 0.05843913555145264, + 0.1637168973684311 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0066756801679730415 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31433212757110596 + ], + "opposite_logprob_tokens": [ + -1.314332127571106 + ], + "logprob_reward": -0.31433212757110596, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31433212757110596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05975806340575218, + 0.08620120584964752, + 0.2340756505727768, + 0.14503183960914612, + 0.07523422688245773, + 0.059141483157873154, + 0.09918995201587677, + 0.08138015121221542, + 0.029884491115808487, + 0.13010291755199432 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.31433212757110596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647022768855095 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647022768855095, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647022768855095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3272320032119751, + 0.029101360589265823, + 0.1925012171268463, + 0.09442915767431259, + 0.06540006399154663, + 0.04777344688773155, + 0.04160676524043083, + 0.05676465481519699, + 0.021247442811727524, + 0.12394393235445023 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.008647022768855095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635536715388298 + ], + "opposite_logprob_tokens": [ + -3.651355266571045 + ], + "logprob_reward": -0.02635536715388298, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635536715388298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08620919287204742, + 0.10155199468135834, + 0.1030411422252655, + 0.10665301233530045, + 0.03609084710478783, + 0.0647193044424057, + 0.12725411355495453, + 0.0754847452044487, + 0.13873548805713654, + 0.16026020050048828 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.02635536715388298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828058555722237 + ], + "opposite_logprob_tokens": [ + -3.5298280715942383 + ], + "logprob_reward": -0.029828058555722237, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828058555722237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22742754220962524, + 0.03288198634982109, + 0.16273801028728485, + 0.09975745528936386, + 0.10175831615924835, + 0.08423910290002823, + 0.1230204701423645, + 0.07490304112434387, + 0.02904113195836544, + 0.06423289328813553 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.029828058555722237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot, positioned at a slightly elevated angle, focuses intensely on a shimmering, ruby-red gelatin dessert centered on a pristine white porcelain plate. Bright, warm sidelighting illuminates the scene, casting brilliant, mirror-like highlights on the dessert's smooth, moist surface and penetrating its translucent body, causing it to glow from within like a gem. The dessert possesses a slow, subtle sway, its entire form trembling with a mesmerizing rhythm. This movement emanates from its center in a continuous cascade of concentric ripples that radiate outward across its tense surface, distorting the reflections of light. A shallow depth of field, completely obscuring the background, ensures that every detail of the gelatin's jostling motion and the hypnotic play of light through its form are captured, creating a captivating and satisfyingly tactile atmosphere.", + "seed": 33002, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_7/index_4896_seed_33002_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027475202712230383, + "vlm_logprob": -0.027475202712230383, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.027475202712230383, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008812346495687962 + ], + "opposite_logprob_tokens": [ + -4.883812427520752 + ], + "logprob_reward": -0.008812346495687962, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008812346495687962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08517719060182571, + 0.16312915086746216, + 0.19414493441581726, + 0.07291232794523239, + 0.07552437484264374, + 0.046604909002780914, + 0.06835018843412399, + 0.13973817229270935, + 0.11294275522232056, + 0.041476041078567505 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.008812346495687962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08911187201738358 + ], + "opposite_logprob_tokens": [ + -2.464111804962158 + ], + "logprob_reward": -0.08911187201738358, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08911187201738358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18591073155403137, + 0.07597056031227112, + 0.1203889399766922, + 0.08889961987733841, + 0.0846148282289505, + 0.0843745619058609, + 0.06863213330507278, + 0.10165262967348099, + 0.07023926079273224, + 0.11931680142879486 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.08911187201738358 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019480077316984534 + ], + "opposite_logprob_tokens": [ + -6.25194787979126 + ], + "logprob_reward": -0.0019480077316984534, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019480077316984534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13150648772716522, + 0.0620589479804039, + 0.1611354500055313, + 0.0856509730219841, + 0.20572911202907562, + 0.04783428832888603, + 0.0671704113483429, + 0.14684297144412994, + 0.05187488719820976, + 0.04019647091627121 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.0019480077316984534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419882569462061 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419882569462061, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419882569462061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11877504736185074, + 0.22446085512638092, + 0.17027851939201355, + 0.0411175861954689, + 0.08911368250846863, + 0.04170728847384453, + 0.05529547110199928, + 0.03916635736823082, + 0.15303567051887512, + 0.06704956293106079 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.01419882569462061 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of a ruby-red gelatin dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the dessert placed on a pristine white porcelain plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by bright, warm sidelighting that creates mirror-like highlights on the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dessert exhibit a slow, subtle sway with concentric ripples radiating outward from its center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely obscured by a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304961621761322 + ], + "opposite_logprob_tokens": [ + -3.7733049392700195 + ], + "logprob_reward": -0.023304961621761322, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304961621761322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2244807481765747, + 0.20323322713375092, + 0.057255249470472336, + 0.0771900936961174, + 0.13025616109371185, + 0.03251633048057556, + 0.06234321743249893, + 0.08199004083871841, + 0.08717768639326096, + 0.04355733096599579 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.023304961621761322 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_8/index_tensor([6449, 6449])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_8/index_tensor([6449, 6449])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..470ae2d9773960ea5e66f699123e69a68cbf68b8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_8/index_tensor([6449, 6449])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme macro shot, taken at a slightly elevated angle, captures the deliberate journey of a common garden snail across a vibrant, emerald green leaf. Soft, diffused morning light filters through the invisible canopy, illuminating the scene with a gentle glow. The snail's shell is a delicate spiral of amber and beige hues, displaying fine concentric growth lines on its polished surface. Its soft, translucent body, a pale, fleshy gray, shimmers as it extends its two upper tentacles, each tipped with a tiny black eye that cautiously senses the path ahead. The creature moves in an almost imperceptible, rhythmic wave, steadily skimming across the leaf's textured surface, where the prominent veins form a delicate network of branches. In its wake, it leaves a thick, sticky trail of silvery mucus that catches the light and refracts it into a stunning rainbow of iridescent colors that shimmers with every subtle shift in the light. The shallow depth of field blurs the background into a soft bokeh of greens and browns, creating an atmosphere of tranquility, contemplation, and wonder, focusing entirely on this miniature, thoughtful journey.", + "seed": 21309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_8/index_6449_seed_21309_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04634264819324017, + "vlm_logprob": -0.04634264819324017, + "vlm_yes_no_margin": 3.5249999523162843, + "vlm_token_credit": -0.04634264819324017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013370729051530361 + ], + "opposite_logprob_tokens": [ + -4.388370513916016 + ], + "logprob_reward": -0.013370729051530361, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013370729051530361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15893511474132538, + 0.22108961641788483, + 0.07779832929372787, + 0.07146617770195007, + 0.09723266214132309, + 0.11217516660690308, + 0.07751969248056412, + 0.04672665521502495, + 0.09087222814559937, + 0.04618438333272934 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.013370729051530361 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422280166298151 + ], + "opposite_logprob_tokens": [ + -4.264222621917725 + ], + "logprob_reward": -0.01422280166298151, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422280166298151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22853928804397583, + 0.1843842715024948, + 0.09879294037818909, + 0.12847334146499634, + 0.09701729565858841, + 0.03742173686623573, + 0.06057117506861687, + 0.07021809369325638, + 0.049176983535289764, + 0.04540485516190529 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01422280166298151 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285998046398163 + ], + "opposite_logprob_tokens": [ + -2.017859935760498 + ], + "logprob_reward": -0.14285998046398163, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285998046398163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1130426898598671, + 0.20704959332942963, + 0.1054701954126358, + 0.16008581221103668, + 0.0300616342574358, + 0.09173718839883804, + 0.07580794394016266, + 0.0426422543823719, + 0.08359802514314651, + 0.09050466120243073 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.14285998046398163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819678582251072 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.01819678582251072, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819678582251072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0940733551979065, + 0.49358898401260376, + 0.04941290244460106, + 0.05011524632573128, + 0.09655197709798813, + 0.05275481939315796, + 0.055331841111183167, + 0.02818121202290058, + 0.05963865667581558, + 0.020351005718111992 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.01819678582251072 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306294396519661 + ], + "opposite_logprob_tokens": [ + -3.168062925338745 + ], + "logprob_reward": -0.04306294396519661, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306294396519661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21713025867938995, + 0.23692607879638672, + 0.04956395924091339, + 0.09097401052713394, + 0.07123026996850967, + 0.20523948967456818, + 0.03426392376422882, + 0.03316748887300491, + 0.0342242605984211, + 0.027280284091830254 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.04306294396519661 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, taken at a slightly elevated angle, captures the deliberate journey of a common garden snail across a vibrant, emerald green leaf. Soft, diffused morning light filters through the invisible canopy, illuminating the scene with a gentle glow. The snail's shell is a delicate spiral of amber and beige hues, displaying fine concentric growth lines on its polished surface. Its soft, translucent body, a pale, fleshy gray, shimmers as it extends its two upper tentacles, each tipped with a tiny black eye that cautiously senses the path ahead. The creature moves in an almost imperceptible, rhythmic wave, steadily skimming across the leaf's textured surface, where the prominent veins form a delicate network of branches. In its wake, it leaves a thick, sticky trail of silvery mucus that catches the light and refracts it into a stunning rainbow of iridescent colors that shimmers with every subtle shift in the light. The shallow depth of field blurs the background into a soft bokeh of greens and browns, creating an atmosphere of tranquility, contemplation, and wonder, focusing entirely on this miniature, thoughtful journey.", + "seed": 21310, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_8/index_6449_seed_21310_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04972315412014723, + "vlm_logprob": -0.04972315412014723, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04972315412014723, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013269800692796707 + ], + "opposite_logprob_tokens": [ + -4.388269901275635 + ], + "logprob_reward": -0.013269800692796707, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013269800692796707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20793898403644562, + 0.03557619825005531, + 0.3733985424041748, + 0.04704774543642998, + 0.0320264957845211, + 0.049724824726581573, + 0.02936634235084057, + 0.027544135227799416, + 0.04999617114663124, + 0.14738057553768158 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.013269800692796707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008662149310112 + ], + "opposite_logprob_tokens": [ + -4.758662223815918 + ], + "logprob_reward": -0.008662149310112, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008662149310112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14659708738327026, + 0.10446960479021072, + 0.3612743318080902, + 0.032774850726127625, + 0.042576033622026443, + 0.08678793907165527, + 0.03306194022297859, + 0.03166382014751434, + 0.05438699200749397, + 0.10640741139650345 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.008662149310112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993953824043274 + ], + "opposite_logprob_tokens": [ + -1.8049395084381104 + ], + "logprob_reward": -0.17993953824043274, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993953824043274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12245924770832062, + 0.07351413369178772, + 0.31112173199653625, + 0.06682638078927994, + 0.06682759523391724, + 0.10859321802854538, + 0.04670077934861183, + 0.027839502319693565, + 0.06982796639204025, + 0.10628955811262131 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.17993953824043274 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641703985631466 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641703985631466, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641703985631466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10965090245008469, + 0.029006177559494972, + 0.6498346924781799, + 0.019576063379645348, + 0.020736712962388992, + 0.02564132586121559, + 0.010268282145261765, + 0.05866056680679321, + 0.01603510044515133, + 0.060590241104364395 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.008641703985631466 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810257837176323 + ], + "opposite_logprob_tokens": [ + -3.288102626800537 + ], + "logprob_reward": -0.03810257837176323, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810257837176323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13999688625335693, + 0.05668795853853226, + 0.42387405037879944, + 0.06498496979475021, + 0.07085160166025162, + 0.05350513756275177, + 0.02176080271601677, + 0.058421146124601364, + 0.02839754708111286, + 0.08151993900537491 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.03810257837176323 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, taken at a slightly elevated angle, captures the deliberate journey of a common garden snail across a vibrant, emerald green leaf. Soft, diffused morning light filters through the invisible canopy, illuminating the scene with a gentle glow. The snail's shell is a delicate spiral of amber and beige hues, displaying fine concentric growth lines on its polished surface. Its soft, translucent body, a pale, fleshy gray, shimmers as it extends its two upper tentacles, each tipped with a tiny black eye that cautiously senses the path ahead. The creature moves in an almost imperceptible, rhythmic wave, steadily skimming across the leaf's textured surface, where the prominent veins form a delicate network of branches. In its wake, it leaves a thick, sticky trail of silvery mucus that catches the light and refracts it into a stunning rainbow of iridescent colors that shimmers with every subtle shift in the light. The shallow depth of field blurs the background into a soft bokeh of greens and browns, creating an atmosphere of tranquility, contemplation, and wonder, focusing entirely on this miniature, thoughtful journey.", + "seed": 21311, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_8/index_6449_seed_21311_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021895001363009214, + "vlm_logprob": -0.021895001363009214, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.021895001363009214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0063942838460206985 + ], + "opposite_logprob_tokens": [ + -5.131394386291504 + ], + "logprob_reward": -0.0063942838460206985, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0063942838460206985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07900873571634293, + 0.04318174719810486, + 0.06023537367582321, + 0.024802308529615402, + 0.13231684267520905, + 0.15711545944213867, + 0.17911086976528168, + 0.1401098072528839, + 0.051760539412498474, + 0.13235832750797272 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.0063942838460206985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005266245920211077 + ], + "opposite_logprob_tokens": [ + -5.255266189575195 + ], + "logprob_reward": -0.005266245920211077, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005266245920211077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12558318674564362, + 0.06899265199899673, + 0.044959381222724915, + 0.026127327233552933, + 0.170873761177063, + 0.09416917711496353, + 0.1146891713142395, + 0.17435304820537567, + 0.0910901203751564, + 0.08916217088699341 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.005266245920211077 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062066882848739624 + ], + "opposite_logprob_tokens": [ + -2.8120667934417725 + ], + "logprob_reward": -0.062066882848739624, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062066882848739624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279614120721817, + 0.048849090933799744, + 0.056137215346097946, + 0.02224789932370186, + 0.10440026223659515, + 0.09980937838554382, + 0.1944091022014618, + 0.12069965153932571, + 0.07164707034826279, + 0.15383899211883545 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.062066882848739624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948578007519245 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948578007519245, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948578007519245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03457491099834442, + 0.01791233941912651, + 0.019934523850679398, + 0.0212420541793108, + 0.0876675695180893, + 0.03886920586228371, + 0.03808768093585968, + 0.6801528334617615, + 0.020402556285262108, + 0.04115625470876694 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.005948578007519245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799016192555428 + ], + "opposite_logprob_tokens": [ + -3.529798984527588 + ], + "logprob_reward": -0.029799016192555428, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799016192555428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06532280147075653, + 0.03966343775391579, + 0.022323790937662125, + 0.041367556899785995, + 0.03800613060593605, + 0.06036088988184929, + 0.20966960489749908, + 0.37594372034072876, + 0.039800066500902176, + 0.1075420156121254 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.029799016192555428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, taken at a slightly elevated angle, captures the deliberate journey of a common garden snail across a vibrant, emerald green leaf. Soft, diffused morning light filters through the invisible canopy, illuminating the scene with a gentle glow. The snail's shell is a delicate spiral of amber and beige hues, displaying fine concentric growth lines on its polished surface. Its soft, translucent body, a pale, fleshy gray, shimmers as it extends its two upper tentacles, each tipped with a tiny black eye that cautiously senses the path ahead. The creature moves in an almost imperceptible, rhythmic wave, steadily skimming across the leaf's textured surface, where the prominent veins form a delicate network of branches. In its wake, it leaves a thick, sticky trail of silvery mucus that catches the light and refracts it into a stunning rainbow of iridescent colors that shimmers with every subtle shift in the light. The shallow depth of field blurs the background into a soft bokeh of greens and browns, creating an atmosphere of tranquility, contemplation, and wonder, focusing entirely on this miniature, thoughtful journey.", + "seed": 21312, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_8/index_6449_seed_21312_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03607874047011137, + "vlm_logprob": -0.03607874047011137, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03607874047011137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016576070338487625 + ], + "opposite_logprob_tokens": [ + -4.141576290130615 + ], + "logprob_reward": -0.016576070338487625, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016576070338487625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11524422466754913, + 0.03774183243513107, + 0.04151463508605957, + 0.051736921072006226, + 0.1488035023212433, + 0.09176968038082123, + 0.07537189871072769, + 0.10083948820829391, + 0.06242862716317177, + 0.2745492458343506 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.016576070338487625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006754542235285044 + ], + "opposite_logprob_tokens": [ + -5.006754398345947 + ], + "logprob_reward": -0.006754542235285044, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006754542235285044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1637190729379654, + 0.05399813503026962, + 0.03516378253698349, + 0.03741857782006264, + 0.21172687411308289, + 0.03454044088721275, + 0.02142905630171299, + 0.10114900022745132, + 0.054389044642448425, + 0.28646600246429443 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.006754542235285044 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907119929790497 + ], + "opposite_logprob_tokens": [ + -2.464071273803711 + ], + "logprob_reward": -0.08907119929790497, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907119929790497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17723293602466583, + 0.04181559011340141, + 0.028398282825946808, + 0.03797588124871254, + 0.25553280115127563, + 0.021563131362199783, + 0.01769210770726204, + 0.07926056534051895, + 0.03499285504221916, + 0.3055358827114105 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.08907119929790497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059498813934624195 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.0059498813934624195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059498813934624195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3143802881240845, + 0.08394333720207214, + 0.03825658559799194, + 0.18635688722133636, + 0.09844442456960678, + 0.06944975256919861, + 0.06485200673341751, + 0.053362078964710236, + 0.026077592745423317, + 0.06487710773944855 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0059498813934624195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a common garden snail on a vibrant emerald green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's shell a delicate spiral of amber and beige hues with fine concentric growth lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail move by extending its two upper tentacles tipped with tiny black eyes while leaving a thick, sticky trail of silvery mucus that refracts light into rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred into a soft bokeh of greens and browns due to a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062042009085416794 + ], + "opposite_logprob_tokens": [ + -2.812041997909546 + ], + "logprob_reward": -0.062042009085416794, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062042009085416794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26449915766716003, + 0.12086905539035797, + 0.04038162901997566, + 0.05880942568182945, + 0.054942917078733444, + 0.040505874902009964, + 0.050067029893398285, + 0.04753243923187256, + 0.06383267790079117, + 0.25855985283851624 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.062042009085416794 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_9/index_tensor([3232, 3232])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_9/index_tensor([3232, 3232])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..96d0bfd038f0cdcbdc2a59c87cee12aad80b9b66 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_9/index_tensor([3232, 3232])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot captures the scene from a sideways, eye-level angle: the end of a clear plastic ruler, its transparent surface showing subtle wear and precise black millimeter markings, rests firmly against the rough, dark edge of a wooden workbench. Dramatic, high-contrast sidelighting from the left casts a bright, sharp highlight along the ruler's curved shape, while casting the surrounding area into deep shadow, highlighting the wood's grain. Suddenly, the ruler is released and rebounds with explosive force. Captured in ultra-slow motion, its body contorts into rapid waves of vibration, blurring into oscillating arcs that repeatedly strike the wood surface with sharp impacts. The violent vibrations gradually subside, and the movement slows until the ruler comes to a complete stillness, its clear form once again sharp, still against the wood, creating an atmosphere of tension and intense concentration, a controlled release of physical energy.", + "seed": 28027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_9/index_3232_seed_28027_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16597275733947753, + "vlm_logprob": -0.16597275733947753, + "vlm_yes_no_margin": 2.349999988079071, + "vlm_token_credit": -0.16597275733947753, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38933584094047546 + ], + "opposite_logprob_tokens": [ + -1.1393358707427979 + ], + "logprob_reward": -0.38933584094047546, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38933584094047546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3781079649925232, + 0.16495610773563385, + 0.24304543435573578, + 0.03874975070357323, + 0.05229857191443443, + 0.03538135066628456, + 0.039802826941013336, + 0.014959321357309818, + 0.02425062656402588, + 0.008448056876659393 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.38933584094047546 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904275506734848 + ], + "opposite_logprob_tokens": [ + -2.579042673110962 + ], + "logprob_reward": -0.07904275506734848, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904275506734848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22432592511177063, + 0.30929985642433167, + 0.1756383329629898, + 0.0797964558005333, + 0.03431874141097069, + 0.060721006244421005, + 0.05374770238995552, + 0.029100745916366577, + 0.025774160400032997, + 0.0072770616970956326 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07904275506734848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982192672789097 + ], + "opposite_logprob_tokens": [ + -3.5298218727111816 + ], + "logprob_reward": -0.02982192672789097, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982192672789097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23573236167430878, + 0.22577069699764252, + 0.27293604612350464, + 0.0853986069560051, + 0.02880212850868702, + 0.052896320819854736, + 0.04314335063099861, + 0.020431866869330406, + 0.018455905839800835, + 0.01643270067870617 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02982192672789097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134658932685852 + ], + "opposite_logprob_tokens": [ + -1.3134658336639404 + ], + "logprob_reward": -0.3134658932685852, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134658932685852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3822028934955597, + 0.07345055788755417, + 0.30920735001564026, + 0.04421016946434975, + 0.12229190021753311, + 0.021639667451381683, + 0.009384279139339924, + 0.017845885828137398, + 0.011430082842707634, + 0.00833718478679657 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.3134658932685852 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197370693087578 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.018197370693087578, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197370693087578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26014167070388794, + 0.13035587966442108, + 0.15612778067588806, + 0.1051667109131813, + 0.09590780735015869, + 0.08417212963104248, + 0.07643434405326843, + 0.04805704578757286, + 0.033115070313215256, + 0.010521580465137959 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018197370693087578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures the scene from a sideways, eye-level angle: the end of a clear plastic ruler, its transparent surface showing subtle wear and precise black millimeter markings, rests firmly against the rough, dark edge of a wooden workbench. Dramatic, high-contrast sidelighting from the left casts a bright, sharp highlight along the ruler's curved shape, while casting the surrounding area into deep shadow, highlighting the wood's grain. Suddenly, the ruler is released and rebounds with explosive force. Captured in ultra-slow motion, its body contorts into rapid waves of vibration, blurring into oscillating arcs that repeatedly strike the wood surface with sharp impacts. The violent vibrations gradually subside, and the movement slows until the ruler comes to a complete stillness, its clear form once again sharp, still against the wood, creating an atmosphere of tension and intense concentration, a controlled release of physical energy.", + "seed": 28028, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_9/index_3232_seed_28028_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1490928463637829, + "vlm_logprob": -0.1490928463637829, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.1490928463637829, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0320063941180706 + ], + "opposite_logprob_tokens": [ + -3.5320065021514893 + ], + "logprob_reward": -0.0320063941180706, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0320063941180706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10209186375141144, + 0.03281904384493828, + 0.14312809705734253, + 0.02818300947546959, + 0.05170712247490883, + 0.08114731311798096, + 0.06402347981929779, + 0.29618337750434875, + 0.13209854066371918, + 0.06861820071935654 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.0320063941180706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043105192482471466 + ], + "opposite_logprob_tokens": [ + -3.168105125427246 + ], + "logprob_reward": -0.043105192482471466, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043105192482471466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08174945414066315, + 0.11740994453430176, + 0.0803907960653305, + 0.14579743146896362, + 0.10433375835418701, + 0.05123814195394516, + 0.07833132892847061, + 0.16323530673980713, + 0.10016227513551712, + 0.07735157757997513 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.043105192482471466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209168031811714 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209168031811714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209168031811714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11167224496603012, + 0.119705431163311, + 0.0662263035774231, + 0.12123730033636093, + 0.04956550896167755, + 0.019663618877530098, + 0.1390993297100067, + 0.06078372150659561, + 0.2079860121011734, + 0.10406056046485901 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.014209168031811714 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328448057174683 + ], + "opposite_logprob_tokens": [ + -0.7578448057174683 + ], + "logprob_reward": -0.6328448057174683, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328448057174683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1256984919309616, + 0.05410856381058693, + 0.13766999542713165, + 0.20589202642440796, + 0.045985929667949677, + 0.06389307975769043, + 0.08601339906454086, + 0.048820823431015015, + 0.045165933668613434, + 0.18675179779529572 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.6328448057174683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329867146909237 + ], + "opposite_logprob_tokens": [ + -3.773298740386963 + ], + "logprob_reward": -0.02329867146909237, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329867146909237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08686860650777817, + 0.08613204956054688, + 0.08896716684103012, + 0.15924353897571564, + 0.05657564103603363, + 0.05430125445127487, + 0.05593113973736763, + 0.1877385526895523, + 0.14022496342658997, + 0.08401710540056229 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.02329867146909237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures the scene from a sideways, eye-level angle: the end of a clear plastic ruler, its transparent surface showing subtle wear and precise black millimeter markings, rests firmly against the rough, dark edge of a wooden workbench. Dramatic, high-contrast sidelighting from the left casts a bright, sharp highlight along the ruler's curved shape, while casting the surrounding area into deep shadow, highlighting the wood's grain. Suddenly, the ruler is released and rebounds with explosive force. Captured in ultra-slow motion, its body contorts into rapid waves of vibration, blurring into oscillating arcs that repeatedly strike the wood surface with sharp impacts. The violent vibrations gradually subside, and the movement slows until the ruler comes to a complete stillness, its clear form once again sharp, still against the wood, creating an atmosphere of tension and intense concentration, a controlled release of physical energy.", + "seed": 28029, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_9/index_3232_seed_28029_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06637295074760914, + "vlm_logprob": -0.06637295074760914, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.06637295074760914, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09117082506418228 + ], + "opposite_logprob_tokens": [ + -2.4661707878112793 + ], + "logprob_reward": -0.09117082506418228, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09117082506418228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23135308921337128, + 0.1421441286802292, + 0.09169510751962662, + 0.1213175430893898, + 0.11696842312812805, + 0.07711650431156158, + 0.05992584675550461, + 0.04984370619058609, + 0.06687527149915695, + 0.042760368436574936 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.09117082506418228 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023331398144364357 + ], + "opposite_logprob_tokens": [ + -3.7733314037323 + ], + "logprob_reward": -0.023331398144364357, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023331398144364357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1426796019077301, + 0.1281769722700119, + 0.07676656544208527, + 0.13225091993808746, + 0.10832569748163223, + 0.12270497530698776, + 0.07932749390602112, + 0.08083648234605789, + 0.08437681943178177, + 0.044554516673088074 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.023331398144364357 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092543601989746 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.011092543601989746, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092543601989746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10923650115728378, + 0.07863898575305939, + 0.0962958112359047, + 0.11006978154182434, + 0.1363164782524109, + 0.0925026684999466, + 0.11622065305709839, + 0.19047892093658447, + 0.035176437348127365, + 0.035063762217760086 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.011092543601989746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991554737091064 + ], + "opposite_logprob_tokens": [ + -1.8049155473709106 + ], + "logprob_reward": -0.17991554737091064, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991554737091064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09480192512273788, + 0.09815790504217148, + 0.13068318367004395, + 0.12284918874502182, + 0.02940427139401436, + 0.08401601761579514, + 0.13556647300720215, + 0.22384849190711975, + 0.0330950990319252, + 0.04757740721106529 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.17991554737091064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354439556598663 + ], + "opposite_logprob_tokens": [ + -3.6513545513153076 + ], + "logprob_reward": -0.026354439556598663, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354439556598663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11757524311542511, + 0.07507036626338959, + 0.11678513884544373, + 0.12905806303024292, + 0.1526985913515091, + 0.050296343863010406, + 0.13734528422355652, + 0.09852137416601181, + 0.10654594004154205, + 0.016103636473417282 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.026354439556598663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures the scene from a sideways, eye-level angle: the end of a clear plastic ruler, its transparent surface showing subtle wear and precise black millimeter markings, rests firmly against the rough, dark edge of a wooden workbench. Dramatic, high-contrast sidelighting from the left casts a bright, sharp highlight along the ruler's curved shape, while casting the surrounding area into deep shadow, highlighting the wood's grain. Suddenly, the ruler is released and rebounds with explosive force. Captured in ultra-slow motion, its body contorts into rapid waves of vibration, blurring into oscillating arcs that repeatedly strike the wood surface with sharp impacts. The violent vibrations gradually subside, and the movement slows until the ruler comes to a complete stillness, its clear form once again sharp, still against the wood, creating an atmosphere of tension and intense concentration, a controlled release of physical energy.", + "seed": 28030, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000139/group_9/index_3232_seed_28030_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2699158189818263, + "vlm_logprob": -0.2699158189818263, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.2699158189818263, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1319228559732437 + ], + "opposite_logprob_tokens": [ + -2.131922960281372 + ], + "logprob_reward": -0.1319228559732437, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1319228559732437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13533912599086761, + 0.1743474304676056, + 0.41534510254859924, + 0.04095793515443802, + 0.026428956538438797, + 0.03930530697107315, + 0.08277915418148041, + 0.038410961627960205, + 0.02244563214480877, + 0.02464040368795395 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.1319228559732437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038163166493177414 + ], + "opposite_logprob_tokens": [ + -3.288163185119629 + ], + "logprob_reward": -0.038163166493177414, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038163166493177414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1699017584323883, + 0.18661881983280182, + 0.20382268726825714, + 0.09385786205530167, + 0.12361891567707062, + 0.021697744727134705, + 0.06287527084350586, + 0.06561226397752762, + 0.04414017125964165, + 0.02785455621778965 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.038163166493177414 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556779198348522 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556779198348522, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556779198348522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11637009680271149, + 0.2161160707473755, + 0.15202996134757996, + 0.16473162174224854, + 0.1296961009502411, + 0.03914571553468704, + 0.06021089851856232, + 0.050689924508333206, + 0.03796049952507019, + 0.03304906189441681 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.012556779198348522 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371012926101685 + ], + "opposite_logprob_tokens": [ + -0.38710126280784607 + ], + "logprob_reward": -1.1371012926101685, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1371012926101685, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16607043147087097, + 0.24352970719337463, + 0.2026645541191101, + 0.0890887901186943, + 0.026244143024086952, + 0.04518451169133186, + 0.08541218191385269, + 0.07575708627700806, + 0.0301585141569376, + 0.035890039056539536 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -1.1371012926101685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a clear plastic ruler with black millimeter markings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ruler resting against the rough, dark edge of a wooden workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by dramatic, high-contrast sidelighting from the left creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ruler released and shown rebounding with explosive force in ultra-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ruler's body contort into rapid waves of vibration that blur into oscillating arcs before coming to a complete stillness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983500063419342 + ], + "opposite_logprob_tokens": [ + -3.5298349857330322 + ], + "logprob_reward": -0.02983500063419342, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983500063419342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07232337445020676, + 0.20010249316692352, + 0.22518287599086761, + 0.05912228673696518, + 0.06256212294101715, + 0.05836294963955879, + 0.09050691872835159, + 0.11588753014802933, + 0.049894075840711594, + 0.06605536490678787 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.02983500063419342 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_0/index_tensor([5288, 5288])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_0/index_tensor([5288, 5288])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6c31e0d6a81b02949bd7e8158c118e28f9938509 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_0/index_tensor([5288, 5288])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, captured at eye level, the camera remains stationary, focusing squarely on the blazing core of a cast-iron furnace. Deep orange flames lick wildly at the glowing charcoal. Suddenly, a fistful of incandescent sparks bursts violently from the flame's center. These tiny, burning particles radiate outward, trailing a brilliant orange trail. Like a swarm of miniature comets, they rush swiftly and chaotically into the deep, nearly lightless darkness surrounding them. They trace brief, graceful arcs across the sky, their light rapidly cooling from incandescent white to red before extinguishing themselves, one by one, within seconds, vanishing into nothingness. The scene is imbued with a sense of primal power, the intense light contrasting with the absolute darkness, creating a fleeting spectacle that is both violent and mesmerizing.", + "seed": 8132, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_0/index_5288_seed_8132_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3058670531958342, + "vlm_logprob": -0.3058670531958342, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.3058670531958342, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28475984930992126 + ], + "opposite_logprob_tokens": [ + -1.4097598791122437 + ], + "logprob_reward": -0.28475984930992126, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28475984930992126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04635746404528618, + 0.04129976034164429, + 0.1310243308544159, + 0.49947625398635864, + 0.040112774819135666, + 0.04857703670859337, + 0.011430280283093452, + 0.04210406914353371, + 0.05997114256024361, + 0.07964690029621124 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.28475984930992126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004665204789489508 + ], + "opposite_logprob_tokens": [ + -5.379665374755859 + ], + "logprob_reward": -0.004665204789489508, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004665204789489508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07453299313783646, + 0.07421226799488068, + 0.05876057595014572, + 0.5939430594444275, + 0.020670220255851746, + 0.03293865546584129, + 0.008936603553593159, + 0.043129462748765945, + 0.045656751841306686, + 0.04721944406628609 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.004665204789489508 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962323863059282 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962323863059282, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962323863059282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05926033854484558, + 0.04761037975549698, + 0.12154335528612137, + 0.5386775732040405, + 0.035590920597314835, + 0.04508891701698303, + 0.016580285504460335, + 0.07340186089277267, + 0.02821754477918148, + 0.034028902649879456 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.005962323863059282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18000437319278717 + ], + "opposite_logprob_tokens": [ + -1.805004358291626 + ], + "logprob_reward": -0.18000437319278717, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18000437319278717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04349412024021149, + 0.03785309940576553, + 0.05506323650479317, + 0.7097669839859009, + 0.035919975489377975, + 0.028752891346812248, + 0.014201045036315918, + 0.03074675425887108, + 0.02934199944138527, + 0.01485984493046999 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.18000437319278717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539435148239136 + ], + "opposite_logprob_tokens": [ + -0.4289435148239136 + ], + "logprob_reward": -1.0539435148239136, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539435148239136, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05220821127295494, + 0.04441080987453461, + 0.05872900038957596, + 0.46583643555641174, + 0.03997710719704628, + 0.035667985677719116, + 0.019964879378676414, + 0.09355837851762772, + 0.10010717064142227, + 0.0895400196313858 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -1.0539435148239136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up, captured at eye level, the camera remains stationary, focusing squarely on the blazing core of a cast-iron furnace. Deep orange flames lick wildly at the glowing charcoal. Suddenly, a fistful of incandescent sparks bursts violently from the flame's center. These tiny, burning particles radiate outward, trailing a brilliant orange trail. Like a swarm of miniature comets, they rush swiftly and chaotically into the deep, nearly lightless darkness surrounding them. They trace brief, graceful arcs across the sky, their light rapidly cooling from incandescent white to red before extinguishing themselves, one by one, within seconds, vanishing into nothingness. The scene is imbued with a sense of primal power, the intense light contrasting with the absolute darkness, creating a fleeting spectacle that is both violent and mesmerizing.", + "seed": 8133, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_0/index_5288_seed_8133_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3247698557563126, + "vlm_logprob": -0.3247698557563126, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.3247698557563126, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6392892599105835 + ], + "opposite_logprob_tokens": [ + -0.7642892599105835 + ], + "logprob_reward": -0.6392892599105835, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6392892599105835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06817752122879028, + 0.09018005430698395, + 0.1126507967710495, + 0.08978406339883804, + 0.08709169924259186, + 0.07094749063253403, + 0.074513740837574, + 0.0692540854215622, + 0.05455566942691803, + 0.2828448712825775 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.6392892599105835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006771829444915056 + ], + "opposite_logprob_tokens": [ + -5.006772041320801 + ], + "logprob_reward": -0.006771829444915056, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006771829444915056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07700061053037643, + 0.13587801158428192, + 0.1945543736219406, + 0.10433691740036011, + 0.029275324195623398, + 0.050990041345357895, + 0.05020371824502945, + 0.05526289343833923, + 0.060974445194005966, + 0.24152366816997528 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.006771829444915056 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821223832666874 + ], + "opposite_logprob_tokens": [ + -4.01821231842041 + ], + "logprob_reward": -0.01821223832666874, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821223832666874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046782419085502625, + 0.3341605067253113, + 0.175959050655365, + 0.05038273707032204, + 0.02218000404536724, + 0.04144822806119919, + 0.24797150492668152, + 0.021786225959658623, + 0.025202155113220215, + 0.034127190709114075 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.01821223832666874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20171678066253662 + ], + "opposite_logprob_tokens": [ + -1.7017167806625366 + ], + "logprob_reward": -0.20171678066253662, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20171678066253662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03921656310558319, + 0.39471015334129333, + 0.11037527769804001, + 0.06964817643165588, + 0.038947634398937225, + 0.0508079007267952, + 0.09424638003110886, + 0.029725827276706696, + 0.05359123647212982, + 0.11873091012239456 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.20171678066253662 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578591704368591 + ], + "opposite_logprob_tokens": [ + -0.6328591704368591 + ], + "logprob_reward": -0.7578591704368591, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578591704368591, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0631246268749237, + 0.23451805114746094, + 0.08510682731866837, + 0.07891332358121872, + 0.07001357525587082, + 0.04886326938867569, + 0.03891892358660698, + 0.059937622398138046, + 0.18620923161506653, + 0.13439448177814484 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.7578591704368591 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme close-up, captured at eye level, the camera remains stationary, focusing squarely on the blazing core of a cast-iron furnace. Deep orange flames lick wildly at the glowing charcoal. Suddenly, a fistful of incandescent sparks bursts violently from the flame's center. These tiny, burning particles radiate outward, trailing a brilliant orange trail. Like a swarm of miniature comets, they rush swiftly and chaotically into the deep, nearly lightless darkness surrounding them. They trace brief, graceful arcs across the sky, their light rapidly cooling from incandescent white to red before extinguishing themselves, one by one, within seconds, vanishing into nothingness. The scene is imbued with a sense of primal power, the intense light contrasting with the absolute darkness, creating a fleeting spectacle that is both violent and mesmerizing.", + "seed": 8134, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_0/index_5288_seed_8134_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18612500270828605, + "vlm_logprob": -0.18612500270828605, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.18612500270828605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22921903431415558 + ], + "opposite_logprob_tokens": [ + -1.6042190790176392 + ], + "logprob_reward": -0.22921903431415558, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22921903431415558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13990631699562073, + 0.22086428105831146, + 0.2170599400997162, + 0.07740438729524612, + 0.049015145748853683, + 0.07895296066999435, + 0.0414435938000679, + 0.04674774035811424, + 0.021889785304665565, + 0.10671578347682953 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.22921903431415558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005281542893499136 + ], + "opposite_logprob_tokens": [ + -5.255281448364258 + ], + "logprob_reward": -0.005281542893499136, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005281542893499136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07998897135257721, + 0.34187039732933044, + 0.1494452804327011, + 0.040134746581315994, + 0.07005517184734344, + 0.04661361873149872, + 0.04100450128316879, + 0.05892660841345787, + 0.013172276318073273, + 0.15878839790821075 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.005281542893499136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983349747955799 + ], + "opposite_logprob_tokens": [ + -3.5298335552215576 + ], + "logprob_reward": -0.02983349747955799, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983349747955799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16376377642154694, + 0.255228728055954, + 0.17475275695323944, + 0.06021285802125931, + 0.07988763600587845, + 0.04999257251620293, + 0.08269190043210983, + 0.0438830740749836, + 0.032935939729213715, + 0.05665077269077301 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.02983349747955799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14290958642959595 + ], + "opposite_logprob_tokens": [ + -2.017909526824951 + ], + "logprob_reward": -0.14290958642959595, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14290958642959595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0875425860285759, + 0.1950090229511261, + 0.029591726139187813, + 0.05121942237019539, + 0.03653498739004135, + 0.267124742269516, + 0.164638951420784, + 0.031076161190867424, + 0.03432707116007805, + 0.10293536633253098 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.14290958642959595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233813524246216 + ], + "opposite_logprob_tokens": [ + -0.8983813524246216 + ], + "logprob_reward": -0.5233813524246216, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233813524246216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11793489754199982, + 0.12940847873687744, + 0.143088698387146, + 0.1207672581076622, + 0.040072858333587646, + 0.07623578608036041, + 0.11541708558797836, + 0.07182490825653076, + 0.05571135878562927, + 0.1295386105775833 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.5233813524246216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured at eye level, the camera remains stationary, focusing squarely on the blazing core of a cast-iron furnace. Deep orange flames lick wildly at the glowing charcoal. Suddenly, a fistful of incandescent sparks bursts violently from the flame's center. These tiny, burning particles radiate outward, trailing a brilliant orange trail. Like a swarm of miniature comets, they rush swiftly and chaotically into the deep, nearly lightless darkness surrounding them. They trace brief, graceful arcs across the sky, their light rapidly cooling from incandescent white to red before extinguishing themselves, one by one, within seconds, vanishing into nothingness. The scene is imbued with a sense of primal power, the intense light contrasting with the absolute darkness, creating a fleeting spectacle that is both violent and mesmerizing.", + "seed": 8135, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_0/index_5288_seed_8135_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.28700411412864923, + "vlm_logprob": -0.28700411412864923, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.28700411412864923, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10525166243314743 + ], + "opposite_logprob_tokens": [ + -2.3552515506744385 + ], + "logprob_reward": -0.10525166243314743, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10525166243314743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15596503019332886, + 0.13127681612968445, + 0.09143204241991043, + 0.18075591325759888, + 0.04855906590819359, + 0.0662396177649498, + 0.0642634704709053, + 0.10425104200839996, + 0.035979013890028, + 0.12127798050642014 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.10525166243314743 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006764133460819721 + ], + "opposite_logprob_tokens": [ + -5.006763935089111 + ], + "logprob_reward": -0.006764133460819721, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006764133460819721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14025244116783142, + 0.26412710547447205, + 0.2085619866847992, + 0.06890438497066498, + 0.05238593369722366, + 0.06435488164424896, + 0.04527318850159645, + 0.04630294069647789, + 0.04507105052471161, + 0.0647660344839096 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.006764133460819721 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890696719288826 + ], + "opposite_logprob_tokens": [ + -2.4640696048736572 + ], + "logprob_reward": -0.0890696719288826, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890696719288826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10901191085577011, + 0.1817454993724823, + 0.047764379531145096, + 0.07861346006393433, + 0.16054506599903107, + 0.1247422844171524, + 0.05434460937976837, + 0.13358810544013977, + 0.042974527925252914, + 0.06667014956474304 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.0890696719288826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18000207841396332 + ], + "opposite_logprob_tokens": [ + -1.8050020933151245 + ], + "logprob_reward": -0.18000207841396332, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18000207841396332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09914884716272354, + 0.10665254294872284, + 0.1400950700044632, + 0.3012670874595642, + 0.03430996462702751, + 0.057564627379179, + 0.04313299432396889, + 0.11569494009017944, + 0.04031594097614288, + 0.061817970126867294 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.18000207841396332 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the core of a cast-iron furnace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are deep orange flames visible licking at glowing charcoal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do incandescent sparks burst violently from the center of the flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sparks cool from incandescent white to red before extinguishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary at eye level throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053933024406433 + ], + "opposite_logprob_tokens": [ + -0.4289330244064331 + ], + "logprob_reward": -1.053933024406433, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053933024406433, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17576956748962402, + 0.18364211916923523, + 0.06659649312496185, + 0.1066628023982048, + 0.10194133967161179, + 0.15243928134441376, + 0.032724201679229736, + 0.03616764768958092, + 0.0766257792711258, + 0.06743080914020538 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -1.053933024406433 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_1/index_tensor([4591, 4591])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_1/index_tensor([4591, 4591])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..201ff9cec3f40b7340e1b0e8c22d6ce9dc21e8a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_1/index_tensor([4591, 4591])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle, handheld shot closely follows a heavily modified, metallic cherry-red race car as it performs an extreme drift on an asphalt track scorched by the afternoon sun. The car, adorned with a widebody kit and a massive carbon fiber rear wing, pitches violently to one side at high speed. Its rear wheels instantly lose grip, rubbing violently against the cracked, rough surface. With a piercing tire screeching, a thick, nearly opaque cloud of white smoke billows out, instantly engulfing the rear of the car. A cloud of yellow dust and white smoke swirls beneath the glaring sunlight, which reflects off the car's smooth, curved surface in flowing patterns. The camera pans with the car's violent slide, capturing the car's graceful yet perilous sideways glide through the curve on the edge of control and loss of control. The entire scene is filled with raw mechanical power and adrenaline-pumping tension.", + "seed": 20844, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_1/index_4591_seed_20844_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014329592790454626, + "vlm_logprob": -0.014329592790454626, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.014329592790454626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011803899891674519 + ], + "opposite_logprob_tokens": [ + -4.511804103851318 + ], + "logprob_reward": -0.011803899891674519, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011803899891674519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12395691871643066, + 0.13698475062847137, + 0.07222937792539597, + 0.09958228468894958, + 0.060622796416282654, + 0.09052233397960663, + 0.15867170691490173, + 0.11053571850061417, + 0.08444872498512268, + 0.06244540214538574 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.011803899891674519 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296110332012177 + ], + "opposite_logprob_tokens": [ + -3.7732961177825928 + ], + "logprob_reward": -0.023296110332012177, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296110332012177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29092657566070557, + 0.2502431273460388, + 0.1066184937953949, + 0.04623683542013168, + 0.040832724422216415, + 0.041131701320409775, + 0.10906297713518143, + 0.051502712070941925, + 0.04638722911477089, + 0.017057672142982483 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.023296110332012177 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077099479734898 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011077099479734898, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077099479734898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2758035659790039, + 0.28020206093788147, + 0.06407105922698975, + 0.05427298694849014, + 0.05469714477658272, + 0.04396303370594978, + 0.0853651612997055, + 0.05566725134849548, + 0.05342372879385948, + 0.03253395855426788 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.011077099479734898 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196639310568571 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.002196639310568571, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196639310568571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14584553241729736, + 0.24777628481388092, + 0.07906792312860489, + 0.0859515592455864, + 0.05815870687365532, + 0.18748223781585693, + 0.04297427088022232, + 0.09831500798463821, + 0.030042028054594994, + 0.024386394768953323 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.002196639310568571 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023274214938282967 + ], + "opposite_logprob_tokens": [ + -3.7732741832733154 + ], + "logprob_reward": -0.023274214938282967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023274214938282967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16677042841911316, + 0.06401058286428452, + 0.05209831893444061, + 0.04456677287817001, + 0.062278635799884796, + 0.05635076388716698, + 0.21299771964550018, + 0.07528994232416153, + 0.21893490850925446, + 0.046701911836862564 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.023274214938282967 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, handheld shot closely follows a heavily modified, metallic cherry-red race car as it performs an extreme drift on an asphalt track scorched by the afternoon sun. The car, adorned with a widebody kit and a massive carbon fiber rear wing, pitches violently to one side at high speed. Its rear wheels instantly lose grip, rubbing violently against the cracked, rough surface. With a piercing tire screeching, a thick, nearly opaque cloud of white smoke billows out, instantly engulfing the rear of the car. A cloud of yellow dust and white smoke swirls beneath the glaring sunlight, which reflects off the car's smooth, curved surface in flowing patterns. The camera pans with the car's violent slide, capturing the car's graceful yet perilous sideways glide through the curve on the edge of control and loss of control. The entire scene is filled with raw mechanical power and adrenaline-pumping tension.", + "seed": 20845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_1/index_4591_seed_20845_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01834773544687778, + "vlm_logprob": -0.01834773544687778, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.01834773544687778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03450516611337662 + ], + "opposite_logprob_tokens": [ + -3.4095051288604736 + ], + "logprob_reward": -0.03450516611337662, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03450516611337662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05456380918622017, + 0.03249432146549225, + 0.04180522635579109, + 0.1326768398284912, + 0.08024802058935165, + 0.07602334767580032, + 0.16166643798351288, + 0.22187474370002747, + 0.06921687722206116, + 0.12943035364151 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.03450516611337662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369925171136856 + ], + "opposite_logprob_tokens": [ + -3.4086992740631104 + ], + "logprob_reward": -0.03369925171136856, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369925171136856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06325709819793701, + 0.021527430042624474, + 0.04112587124109268, + 0.13541461527347565, + 0.05619093030691147, + 0.10226926952600479, + 0.20917242765426636, + 0.10348038375377655, + 0.13976095616817474, + 0.12780103087425232 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.03369925171136856 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200001023709774 + ], + "opposite_logprob_tokens": [ + -4.264200210571289 + ], + "logprob_reward": -0.014200001023709774, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200001023709774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05113702267408371, + 0.02180352248251438, + 0.03752684220671654, + 0.20960089564323425, + 0.04940756410360336, + 0.07265119254589081, + 0.11573123186826706, + 0.20575959980487823, + 0.18138627707958221, + 0.0549958273768425 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.014200001023709774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017127619357779622 + ], + "opposite_logprob_tokens": [ + -6.376712799072266 + ], + "logprob_reward": -0.0017127619357779622, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017127619357779622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05989070236682892, + 0.017372572794556618, + 0.11116944998502731, + 0.4010046720504761, + 0.054383017122745514, + 0.0761774554848671, + 0.09482244402170181, + 0.11180660873651505, + 0.05002257227897644, + 0.023350480943918228 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.0017127619357779622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076214964501559734 + ], + "opposite_logprob_tokens": [ + -4.8826212882995605 + ], + "logprob_reward": -0.0076214964501559734, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076214964501559734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08748754858970642, + 0.022108430042862892, + 0.05627242103219032, + 0.060157306492328644, + 0.16190530359745026, + 0.06955763697624207, + 0.2018260955810547, + 0.17553433775901794, + 0.08003640174865723, + 0.08511453866958618 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.0076214964501559734 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, handheld shot closely follows a heavily modified, metallic cherry-red race car as it performs an extreme drift on an asphalt track scorched by the afternoon sun. The car, adorned with a widebody kit and a massive carbon fiber rear wing, pitches violently to one side at high speed. Its rear wheels instantly lose grip, rubbing violently against the cracked, rough surface. With a piercing tire screeching, a thick, nearly opaque cloud of white smoke billows out, instantly engulfing the rear of the car. A cloud of yellow dust and white smoke swirls beneath the glaring sunlight, which reflects off the car's smooth, curved surface in flowing patterns. The camera pans with the car's violent slide, capturing the car's graceful yet perilous sideways glide through the curve on the edge of control and loss of control. The entire scene is filled with raw mechanical power and adrenaline-pumping tension.", + "seed": 20846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_1/index_4591_seed_20846_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010058164410293103, + "vlm_logprob": -0.010058164410293103, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.010058164410293103, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01678580790758133 + ], + "opposite_logprob_tokens": [ + -4.141785621643066 + ], + "logprob_reward": -0.01678580790758133, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01678580790758133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1070246696472168, + 0.05116753280162811, + 0.12475792318582535, + 0.11705198884010315, + 0.1405392438173294, + 0.23440967500209808, + 0.06881296634674072, + 0.04586418718099594, + 0.06290509551763535, + 0.04746674373745918 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.01678580790758133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630250882357359 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630250882357359, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630250882357359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07747168838977814, + 0.11416570097208023, + 0.08629465103149414, + 0.10652868449687958, + 0.12061621993780136, + 0.11827357113361359, + 0.21145227551460266, + 0.09639014303684235, + 0.031145267188549042, + 0.03766176104545593 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.007630250882357359 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11269925534725189, + 0.0865793377161026, + 0.036242712289094925, + 0.11048497259616852, + 0.06538987904787064, + 0.252798467874527, + 0.11914536356925964, + 0.09185308963060379, + 0.08939656615257263, + 0.03541036695241928 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177332829684019 + ], + "opposite_logprob_tokens": [ + -6.7511773109436035 + ], + "logprob_reward": -0.001177332829684019, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177332829684019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06651773303747177, + 0.11658605188131332, + 0.05482049658894539, + 0.07053758203983307, + 0.04944934323430061, + 0.20518465340137482, + 0.21128392219543457, + 0.10603760927915573, + 0.07961804419755936, + 0.03996455296874046 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.001177332829684019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008629649877548218 + ], + "opposite_logprob_tokens": [ + -4.75862979888916 + ], + "logprob_reward": -0.008629649877548218, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008629649877548218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07790704071521759, + 0.026143841445446014, + 0.025147777050733566, + 0.045704908668994904, + 0.029603950679302216, + 0.09332483261823654, + 0.2949485778808594, + 0.22967250645160675, + 0.1419372707605362, + 0.03560929000377655 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.008629649877548218 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, handheld shot closely follows a heavily modified, metallic cherry-red race car as it performs an extreme drift on an asphalt track scorched by the afternoon sun. The car, adorned with a widebody kit and a massive carbon fiber rear wing, pitches violently to one side at high speed. Its rear wheels instantly lose grip, rubbing violently against the cracked, rough surface. With a piercing tire screeching, a thick, nearly opaque cloud of white smoke billows out, instantly engulfing the rear of the car. A cloud of yellow dust and white smoke swirls beneath the glaring sunlight, which reflects off the car's smooth, curved surface in flowing patterns. The camera pans with the car's violent slide, capturing the car's graceful yet perilous sideways glide through the curve on the edge of control and loss of control. The entire scene is filled with raw mechanical power and adrenaline-pumping tension.", + "seed": 20847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_1/index_4591_seed_20847_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010775286238640547, + "vlm_logprob": -0.010775286238640547, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.010775286238640547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014916550368070602 + ], + "opposite_logprob_tokens": [ + -4.26491641998291 + ], + "logprob_reward": -0.014916550368070602, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014916550368070602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3289110064506531, + 0.11054257303476334, + 0.09576164931058884, + 0.059585437178611755, + 0.04355776309967041, + 0.08178088068962097, + 0.04604601114988327, + 0.13973745703697205, + 0.03850337490439415, + 0.05557386204600334 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.014916550368070602 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075171530246735 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.016075171530246735, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075171530246735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20288506150245667, + 0.08279769867658615, + 0.02208118513226509, + 0.2540138065814972, + 0.014516199938952923, + 0.039602383971214294, + 0.046444036066532135, + 0.25423309206962585, + 0.026017598807811737, + 0.05740898847579956 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.016075171530246735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541357427835464 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541357427835464, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541357427835464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11457139998674393, + 0.11367741972208023, + 0.053109362721443176, + 0.08661922812461853, + 0.0294350516051054, + 0.03499244526028633, + 0.035808492451906204, + 0.3685227334499359, + 0.11058668792247772, + 0.05267712473869324 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.012541357427835464 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017120479606091976 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017120479606091976, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017120479606091976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24288031458854675, + 0.05537675693631172, + 0.042193494737148285, + 0.04782157391309738, + 0.017226442694664, + 0.022891946136951447, + 0.08135849237442017, + 0.2589017152786255, + 0.08019187301397324, + 0.15115739405155182 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0017120479606091976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a metallic cherry-red race car with a widebody kit and a massive carbon fiber rear wing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car performing an extreme drift on an asphalt track that appears scorched by the afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car pitch violently to one side while its rear wheels lose grip and rub against the cracked, rough surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick, nearly opaque cloud of white smoke billowing from the rear wheels, mixed with yellow dust swirling beneath the glaring sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a dynamic, low-angle, handheld view that pans with the car's violent slide?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631303906440735 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631303906440735, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631303906440735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2668040990829468, + 0.11573506146669388, + 0.07169090956449509, + 0.09169261157512665, + 0.021367328241467476, + 0.0747445672750473, + 0.17595961689949036, + 0.08303376287221909, + 0.05623641982674599, + 0.04273563623428345 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.008631303906440735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_10/index_tensor([2016, 2016])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_10/index_tensor([2016, 2016])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..31172651740fb8e388fe2d09aca6f1fd1f66b7fa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_10/index_tensor([2016, 2016])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a slowly zooming close-up, a delicate memory stick hovers in a pure, profound black void. The world is dominated by a high-contrast black and white palette, the sole source of light coming from a sharp spotlight emanating from outside the frame. The stick's dark substrate is covered in a labyrinth of intricate silver circuitry, which gleams with a cold metallic sheen in the light. The square integrated circuit chip has a matte finish, while the neatly arranged gold-plated fingers at one end capture and reflect a dazzling, almost pure white light as they rotate. It performs an elegant and deliberate gyroscopic motion, steadily rotating around its long axis while simultaneously tumbling slowly end-to-end. Each rotation causes light and shadow to dance fluidly across its surface, outlining every minute structural detail, creating a surreal, hypnotic, cinematic quality that is a chilling celebration of technological beauty.", + "seed": 27720, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_10/index_2016_seed_27720_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6902076750993729, + "vlm_logprob": -0.6902076750993729, + "vlm_yes_no_margin": 0.6, + "vlm_token_credit": -0.6902076750993729, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6011041402816772 + ], + "opposite_logprob_tokens": [ + -0.22610414028167725 + ], + "logprob_reward": -1.6011041402816772, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6011041402816772, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22341454029083252, + 0.03887198865413666, + 0.06359102576971054, + 0.04013818874955177, + 0.20445320010185242, + 0.11158902198076248, + 0.06320840120315552, + 0.06165359914302826, + 0.14525878429412842, + 0.04782126471400261 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -1.6011041402816772 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2237160205841064 + ], + "opposite_logprob_tokens": [ + -0.34871605038642883 + ], + "logprob_reward": -1.2237160205841064, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2237160205841064, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3297153115272522, + 0.038992926478385925, + 0.05416091904044151, + 0.02707122080028057, + 0.10224387049674988, + 0.05943675711750984, + 0.03337838128209114, + 0.0965190976858139, + 0.10751402378082275, + 0.15096749365329742 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -1.2237160205841064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290347099304199 + ], + "opposite_logprob_tokens": [ + -1.05403470993042 + ], + "logprob_reward": -0.4290347099304199, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4290347099304199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16671505570411682, + 0.032819513231515884, + 0.14147990942001343, + 0.03810857981443405, + 0.14644362032413483, + 0.10396777093410492, + 0.0714356005191803, + 0.08239663392305374, + 0.14769090712070465, + 0.06894244253635406 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.4290347099304199 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008883357048035 + ], + "opposite_logprob_tokens": [ + -2.6950888633728027 + ], + "logprob_reward": -0.07008883357048035, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008883357048035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22164466977119446, + 0.021729575470089912, + 0.027959736064076424, + 0.05570508539676666, + 0.15152490139007568, + 0.17711308598518372, + 0.0850549265742302, + 0.08226671814918518, + 0.11000711470842361, + 0.06699416786432266 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.07008883357048035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709467113018036 + ], + "opposite_logprob_tokens": [ + -2.1270947456359863 + ], + "logprob_reward": -0.12709467113018036, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709467113018036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1253729909658432, + 0.06972663104534149, + 0.19288486242294312, + 0.07748579233884811, + 0.04425114393234253, + 0.24690473079681396, + 0.12428785860538483, + 0.06911136955022812, + 0.021729493513703346, + 0.028245044872164726 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.12709467113018036 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a slowly zooming close-up, a delicate memory stick hovers in a pure, profound black void. The world is dominated by a high-contrast black and white palette, the sole source of light coming from a sharp spotlight emanating from outside the frame. The stick's dark substrate is covered in a labyrinth of intricate silver circuitry, which gleams with a cold metallic sheen in the light. The square integrated circuit chip has a matte finish, while the neatly arranged gold-plated fingers at one end capture and reflect a dazzling, almost pure white light as they rotate. It performs an elegant and deliberate gyroscopic motion, steadily rotating around its long axis while simultaneously tumbling slowly end-to-end. Each rotation causes light and shadow to dance fluidly across its surface, outlining every minute structural detail, creating a surreal, hypnotic, cinematic quality that is a chilling celebration of technological beauty.", + "seed": 27721, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_10/index_2016_seed_27721_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24863896910101174, + "vlm_logprob": -0.24863896910101174, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.24863896910101174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010836208239197731 + ], + "opposite_logprob_tokens": [ + -4.635836124420166 + ], + "logprob_reward": -0.010836208239197731, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010836208239197731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03414982184767723, + 0.036778878420591354, + 0.011492892168462276, + 0.010904564522206783, + 0.05984384939074516, + 0.02644902467727661, + 0.0280450489372015, + 0.017104487866163254, + 0.762961745262146, + 0.012269634753465652 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.010836208239197731 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523321270942688 + ], + "opposite_logprob_tokens": [ + -0.898321270942688 + ], + "logprob_reward": -0.523321270942688, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523321270942688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05274306610226631, + 0.01377908606082201, + 0.008923031389713287, + 0.005670514423400164, + 0.0130953723564744, + 0.007692422717809677, + 0.006018000654876232, + 0.007273798808455467, + 0.8377252817153931, + 0.04707951843738556 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.523321270942688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620541125535965 + ], + "opposite_logprob_tokens": [ + -2.81205415725708 + ], + "logprob_reward": -0.0620541125535965, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620541125535965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015104948543012142, + 0.008196362294256687, + 0.0121131157502532, + 0.002866086782887578, + 0.043599605560302734, + 0.0025114682503044605, + 0.006340296007692814, + 0.028367767110466957, + 0.8754705190658569, + 0.005429839249700308 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.0620541125535965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198708347976208 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.014198708347976208, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198708347976208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014285358600318432, + 0.02138921245932579, + 0.013819962739944458, + 0.006184673868119717, + 0.03817765787243843, + 0.007794207893311977, + 0.012586019933223724, + 0.03986945003271103, + 0.8235446810722351, + 0.022348744794726372 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.014198708347976208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327845454216003 + ], + "opposite_logprob_tokens": [ + -0.7577845454216003 + ], + "logprob_reward": -0.6327845454216003, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327845454216003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13227716088294983, + 0.10109774768352509, + 0.08515313267707825, + 0.02981078438460827, + 0.12549559772014618, + 0.08420085906982422, + 0.09051178395748138, + 0.035499799996614456, + 0.2575497627258301, + 0.058403369039297104 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.6327845454216003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a slowly zooming close-up, a delicate memory stick hovers in a pure, profound black void. The world is dominated by a high-contrast black and white palette, the sole source of light coming from a sharp spotlight emanating from outside the frame. The stick's dark substrate is covered in a labyrinth of intricate silver circuitry, which gleams with a cold metallic sheen in the light. The square integrated circuit chip has a matte finish, while the neatly arranged gold-plated fingers at one end capture and reflect a dazzling, almost pure white light as they rotate. It performs an elegant and deliberate gyroscopic motion, steadily rotating around its long axis while simultaneously tumbling slowly end-to-end. Each rotation causes light and shadow to dance fluidly across its surface, outlining every minute structural detail, creating a surreal, hypnotic, cinematic quality that is a chilling celebration of technological beauty.", + "seed": 27722, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_10/index_2016_seed_27722_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2563608232885599, + "vlm_logprob": -0.2563608232885599, + "vlm_yes_no_margin": 1.625000011920929, + "vlm_token_credit": -0.2563608232885599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1289663165807724 + ], + "opposite_logprob_tokens": [ + -2.1289663314819336 + ], + "logprob_reward": -0.1289663165807724, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1289663165807724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042550958693027496, + 0.4563903212547302, + 0.08232209831476212, + 0.09986502677202225, + 0.1405647099018097, + 0.025855781510472298, + 0.07533272355794907, + 0.03189578279852867, + 0.01638842187821865, + 0.02883416786789894 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.1289663165807724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289535880088806 + ], + "opposite_logprob_tokens": [ + -1.0539536476135254 + ], + "logprob_reward": -0.4289535880088806, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4289535880088806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2588035762310028, + 0.07809493690729141, + 0.040674589574337006, + 0.07697290182113647, + 0.029906224459409714, + 0.021650327369570732, + 0.22940318286418915, + 0.05318834260106087, + 0.09836940467357635, + 0.11293654143810272 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.4289535880088806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871241509914398 + ], + "opposite_logprob_tokens": [ + -1.1371241807937622 + ], + "logprob_reward": -0.3871241509914398, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871241509914398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12425451725721359, + 0.11025452613830566, + 0.07471408694982529, + 0.06988777220249176, + 0.230303555727005, + 0.015954645350575447, + 0.1640169471502304, + 0.08162282407283783, + 0.06832871586084366, + 0.060662396252155304 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.3871241509914398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331020124256611 + ], + "opposite_logprob_tokens": [ + -3.7733101844787598 + ], + "logprob_reward": -0.02331020124256611, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331020124256611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10380367189645767, + 0.16424013674259186, + 0.08567715436220169, + 0.11999472230672836, + 0.04750155657529831, + 0.04447443038225174, + 0.2812558710575104, + 0.03527439385652542, + 0.07292041927576065, + 0.04485761374235153 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.02331020124256611 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134498596191406 + ], + "opposite_logprob_tokens": [ + -1.3134498596191406 + ], + "logprob_reward": -0.3134498596191406, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134498596191406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07611329853534698, + 0.06236535683274269, + 0.04063066467642784, + 0.04878256842494011, + 0.1018613949418068, + 0.03056521713733673, + 0.2709721326828003, + 0.03485085815191269, + 0.023081403225660324, + 0.3107771575450897 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.3134498596191406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a slowly zooming close-up, a delicate memory stick hovers in a pure, profound black void. The world is dominated by a high-contrast black and white palette, the sole source of light coming from a sharp spotlight emanating from outside the frame. The stick's dark substrate is covered in a labyrinth of intricate silver circuitry, which gleams with a cold metallic sheen in the light. The square integrated circuit chip has a matte finish, while the neatly arranged gold-plated fingers at one end capture and reflect a dazzling, almost pure white light as they rotate. It performs an elegant and deliberate gyroscopic motion, steadily rotating around its long axis while simultaneously tumbling slowly end-to-end. Each rotation causes light and shadow to dance fluidly across its surface, outlining every minute structural detail, creating a surreal, hypnotic, cinematic quality that is a chilling celebration of technological beauty.", + "seed": 27723, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_10/index_2016_seed_27723_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.195301304012537, + "vlm_logprob": -0.195301304012537, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.195301304012537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04411676898598671 + ], + "opposite_logprob_tokens": [ + -3.169116735458374 + ], + "logprob_reward": -0.04411676898598671, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04411676898598671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15543630719184875, + 0.17700718343257904, + 0.055242154747247696, + 0.23187048733234406, + 0.06064531207084656, + 0.06311875581741333, + 0.0905698835849762, + 0.02549087442457676, + 0.03552822768688202, + 0.10509081184864044 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.04411676898598671 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159703493118286 + ], + "opposite_logprob_tokens": [ + -1.701596975326538 + ], + "logprob_reward": -0.20159703493118286, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159703493118286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3737902343273163, + 0.20334884524345398, + 0.048453282564878464, + 0.050150349736213684, + 0.034161295741796494, + 0.033000752329826355, + 0.103040412068367, + 0.09331467002630234, + 0.03598099946975708, + 0.024759134277701378 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.20159703493118286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133654594421387 + ], + "opposite_logprob_tokens": [ + -1.4063365459442139 + ], + "logprob_reward": -0.28133654594421387, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133654594421387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09726549685001373, + 0.08715332299470901, + 0.14585265517234802, + 0.09732772409915924, + 0.10390634834766388, + 0.10514036566019058, + 0.09729240089654922, + 0.19615332782268524, + 0.043885234743356705, + 0.026023099198937416 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.28133654594421387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583942532539368 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583942532539368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583942532539368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16029305756092072, + 0.07421739399433136, + 0.06335022300481796, + 0.04577348381280899, + 0.026894036680459976, + 0.044892244040966034, + 0.34057721495628357, + 0.17581503093242645, + 0.03913262113928795, + 0.029054706916213036 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.020583942532539368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a memory stick with visible silver circuitry and a gold-plated connector?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black void with a high-contrast black and white palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting provided by a sharp spotlight originating from outside the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the memory stick perform a combined rotation around its long axis and a slow end-to-end tumble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow zoom-in movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288722276687622 + ], + "opposite_logprob_tokens": [ + -1.0538722276687622 + ], + "logprob_reward": -0.4288722276687622, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288722276687622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11771100759506226, + 0.31971001625061035, + 0.03319146856665611, + 0.033292002975940704, + 0.10636208206415176, + 0.03878459334373474, + 0.17402160167694092, + 0.07227835804224014, + 0.09361877292394638, + 0.011030163615942001 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.4288722276687622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_11/index_tensor([907, 907])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_11/index_tensor([907, 907])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c15fd2159d516077e91949e3ccf36ef710e6bd38 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_11/index_tensor([907, 907])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Handheld, panning, wide-angle shots immerse the viewer directly in the raw energy of cattle ranching. The unsteady movement conveys a sense of immediate, improvisational action. Across a vast expanse of rolling, dry, golden-brown grassland, a handful of people on foot purposefully herd a large herd of reddish-brown cattle. The ranchers, a group of men and women, are dressed in practical workwear: worn denim jeans, plaid flannel shirts, and sturdy leather boots. Some wear wide-brimmed hats, casting their weathered faces in shadow. They move with a brisk yet determined gait, flanking the herd and occasionally waving their arms to guide stray animals back to the main group. The cattle move at a slow, powerful pace, their coats coated in a thin layer of dust, their hooves churning the dry earth. The entire scene is bathed in the warm, soft light of the afternoon sun, casting long, dramatic shadows and illuminating the thick clouds of dust kicked up by their activity, creating a hazy, golden atmosphere that is both chaotic and serenely beautiful.", + "seed": 22669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_11/index_907_seed_22669_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24160732384771108, + "vlm_logprob": -0.24160732384771108, + "vlm_yes_no_margin": 3.349999988079071, + "vlm_token_credit": -0.24160732384771108, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.139528751373291 + ], + "opposite_logprob_tokens": [ + -0.38952869176864624 + ], + "logprob_reward": -1.139528751373291, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.139528751373291, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25502416491508484, + 0.07890602946281433, + 0.06860323995351791, + 0.05290690436959267, + 0.062482282519340515, + 0.10488154739141464, + 0.13884137570858002, + 0.07724933326244354, + 0.04576728120446205, + 0.1153378114104271 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -1.139528751373291 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748977117240429 + ], + "opposite_logprob_tokens": [ + -5.006749153137207 + ], + "logprob_reward": -0.006748977117240429, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748977117240429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1761896312236786, + 0.06284379959106445, + 0.05851353704929352, + 0.07993105053901672, + 0.019925309345126152, + 0.056693486869335175, + 0.0862184539437294, + 0.23686319589614868, + 0.11899353563785553, + 0.10382803529500961 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.006748977117240429 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078160256147385 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078160256147385, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078160256147385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29644766449928284, + 0.07234511524438858, + 0.07232274860143661, + 0.04161985218524933, + 0.08346998691558838, + 0.058704838156700134, + 0.047773897647857666, + 0.08797402679920197, + 0.190971240401268, + 0.04837057366967201 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.011078160256147385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043060772120952606 + ], + "opposite_logprob_tokens": [ + -3.168060779571533 + ], + "logprob_reward": -0.043060772120952606, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043060772120952606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.151434063911438, + 0.10526762902736664, + 0.09925960749387741, + 0.03214632719755173, + 0.05988255515694618, + 0.14208269119262695, + 0.07069016247987747, + 0.1290479600429535, + 0.10927154868841171, + 0.10091741383075714 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.043060772120952606 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007619958370923996 + ], + "opposite_logprob_tokens": [ + -4.882619857788086 + ], + "logprob_reward": -0.007619958370923996, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007619958370923996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23718371987342834, + 0.08825373649597168, + 0.049257129430770874, + 0.03606138005852699, + 0.04842548817396164, + 0.07507260143756866, + 0.09028647840023041, + 0.2088010460138321, + 0.09243687987327576, + 0.07422155886888504 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.007619958370923996 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Handheld, panning, wide-angle shots immerse the viewer directly in the raw energy of cattle ranching. The unsteady movement conveys a sense of immediate, improvisational action. Across a vast expanse of rolling, dry, golden-brown grassland, a handful of people on foot purposefully herd a large herd of reddish-brown cattle. The ranchers, a group of men and women, are dressed in practical workwear: worn denim jeans, plaid flannel shirts, and sturdy leather boots. Some wear wide-brimmed hats, casting their weathered faces in shadow. They move with a brisk yet determined gait, flanking the herd and occasionally waving their arms to guide stray animals back to the main group. The cattle move at a slow, powerful pace, their coats coated in a thin layer of dust, their hooves churning the dry earth. The entire scene is bathed in the warm, soft light of the afternoon sun, casting long, dramatic shadows and illuminating the thick clouds of dust kicked up by their activity, creating a hazy, golden atmosphere that is both chaotic and serenely beautiful.", + "seed": 22670, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_11/index_907_seed_22670_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16240401212126016, + "vlm_logprob": -0.16240401212126016, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.16240401212126016, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7597938179969788 + ], + "opposite_logprob_tokens": [ + -0.6347938179969788 + ], + "logprob_reward": -0.7597938179969788, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7597938179969788, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2305382937192917, + 0.052275847643613815, + 0.029338331893086433, + 0.08360280841588974, + 0.09209787100553513, + 0.0725250169634819, + 0.09220375865697861, + 0.05770399421453476, + 0.19376453757286072, + 0.09594955295324326 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.7597938179969788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024947968777269125 + ], + "opposite_logprob_tokens": [ + -6.002494812011719 + ], + "logprob_reward": -0.0024947968777269125, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024947968777269125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17022086679935455, + 0.07190900295972824, + 0.0682249441742897, + 0.061697009950876236, + 0.07225433737039566, + 0.0694843977689743, + 0.30620893836021423, + 0.05487465485930443, + 0.063748799264431, + 0.061377037316560745 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0024947968777269125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579388365149498 + ], + "opposite_logprob_tokens": [ + -3.8955793380737305 + ], + "logprob_reward": -0.020579388365149498, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579388365149498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21480455994606018, + 0.041242051869630814, + 0.05348248779773712, + 0.05620522052049637, + 0.11885641515254974, + 0.0614125020802021, + 0.27669116854667664, + 0.03531525284051895, + 0.06562703102827072, + 0.07636335492134094 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.020579388365149498 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633957751095295 + ], + "opposite_logprob_tokens": [ + -3.651339530944824 + ], + "logprob_reward": -0.02633957751095295, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633957751095295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1842869222164154, + 0.09258710592985153, + 0.04118200019001961, + 0.08822508901357651, + 0.10619684308767319, + 0.07486843317747116, + 0.22170904278755188, + 0.1102035716176033, + 0.039180539548397064, + 0.04156040772795677 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.02633957751095295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002812479855492711 + ], + "opposite_logprob_tokens": [ + -5.877812385559082 + ], + "logprob_reward": -0.002812479855492711, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002812479855492711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19525544345378876, + 0.017961779609322548, + 0.044310156255960464, + 0.14371822774410248, + 0.059778083115816116, + 0.07847754657268524, + 0.18932466208934784, + 0.11770691722631454, + 0.06922509521245956, + 0.08424211293458939 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.002812479855492711 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Handheld, panning, wide-angle shots immerse the viewer directly in the raw energy of cattle ranching. The unsteady movement conveys a sense of immediate, improvisational action. Across a vast expanse of rolling, dry, golden-brown grassland, a handful of people on foot purposefully herd a large herd of reddish-brown cattle. The ranchers, a group of men and women, are dressed in practical workwear: worn denim jeans, plaid flannel shirts, and sturdy leather boots. Some wear wide-brimmed hats, casting their weathered faces in shadow. They move with a brisk yet determined gait, flanking the herd and occasionally waving their arms to guide stray animals back to the main group. The cattle move at a slow, powerful pace, their coats coated in a thin layer of dust, their hooves churning the dry earth. The entire scene is bathed in the warm, soft light of the afternoon sun, casting long, dramatic shadows and illuminating the thick clouds of dust kicked up by their activity, creating a hazy, golden atmosphere that is both chaotic and serenely beautiful.", + "seed": 22671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_11/index_907_seed_22671_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.27708841748535634, + "vlm_logprob": -0.27708841748535634, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.27708841748535634, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3164130449295044 + ], + "opposite_logprob_tokens": [ + -0.3164130449295044 + ], + "logprob_reward": -1.3164130449295044, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3164130449295044, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2086879014968872, + 0.052940525114536285, + 0.11125081777572632, + 0.07254242151975632, + 0.052417825907468796, + 0.04572566598653793, + 0.031214196234941483, + 0.29979804158210754, + 0.0459086112678051, + 0.0795140266418457 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -1.3164130449295044 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008655177429318428 + ], + "opposite_logprob_tokens": [ + -4.758655071258545 + ], + "logprob_reward": -0.008655177429318428, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008655177429318428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24037617444992065, + 0.0746363028883934, + 0.20326897501945496, + 0.057538021355867386, + 0.04717026650905609, + 0.05893007665872574, + 0.029755687341094017, + 0.13369101285934448, + 0.03805941715836525, + 0.11657403409481049 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.008655177429318428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819128356873989 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.01819128356873989, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819128356873989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22077512741088867, + 0.12971822917461395, + 0.13495275378227234, + 0.07802268862724304, + 0.04477037489414215, + 0.08268532156944275, + 0.0334695503115654, + 0.14863520860671997, + 0.043492451310157776, + 0.08347830921411514 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.01819128356873989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809420391917229 + ], + "opposite_logprob_tokens": [ + -3.2880942821502686 + ], + "logprob_reward": -0.03809420391917229, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809420391917229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14242734014987946, + 0.0606476329267025, + 0.07072453945875168, + 0.053659576922655106, + 0.10961876809597015, + 0.04220414534211159, + 0.020299945026636124, + 0.39187097549438477, + 0.024080151692032814, + 0.08446694910526276 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.03809420391917229 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088377580046654 + ], + "opposite_logprob_tokens": [ + -5.504088401794434 + ], + "logprob_reward": -0.004088377580046654, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088377580046654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24722126126289368, + 0.04041675105690956, + 0.12036629021167755, + 0.07332197576761246, + 0.03573298081755638, + 0.04903169721364975, + 0.022565018385648727, + 0.28204330801963806, + 0.037744298577308655, + 0.09155642986297607 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.004088377580046654 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Handheld, panning, wide-angle shots immerse the viewer directly in the raw energy of cattle ranching. The unsteady movement conveys a sense of immediate, improvisational action. Across a vast expanse of rolling, dry, golden-brown grassland, a handful of people on foot purposefully herd a large herd of reddish-brown cattle. The ranchers, a group of men and women, are dressed in practical workwear: worn denim jeans, plaid flannel shirts, and sturdy leather boots. Some wear wide-brimmed hats, casting their weathered faces in shadow. They move with a brisk yet determined gait, flanking the herd and occasionally waving their arms to guide stray animals back to the main group. The cattle move at a slow, powerful pace, their coats coated in a thin layer of dust, their hooves churning the dry earth. The entire scene is bathed in the warm, soft light of the afternoon sun, casting long, dramatic shadows and illuminating the thick clouds of dust kicked up by their activity, creating a hazy, golden atmosphere that is both chaotic and serenely beautiful.", + "seed": 22672, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_11/index_907_seed_22672_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12717372216284276, + "vlm_logprob": -0.12717372216284276, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.12717372216284276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5795594453811646 + ], + "opposite_logprob_tokens": [ + -0.8295594453811646 + ], + "logprob_reward": -0.5795594453811646, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5795594453811646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19599884748458862, + 0.39272069931030273, + 0.0468890517950058, + 0.03308820351958275, + 0.09913776069879532, + 0.01427262369543314, + 0.022527460008859634, + 0.036196786910295486, + 0.0849270224571228, + 0.0742415264248848 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.5795594453811646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956754554063082 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956754554063082, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956754554063082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06460488587617874, + 0.6070982813835144, + 0.03841390833258629, + 0.025362461805343628, + 0.02363830804824829, + 0.022209281101822853, + 0.03207724168896675, + 0.06782742589712143, + 0.06045038625597954, + 0.058317821472883224 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.005956754554063082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628121413290501 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007628121413290501, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628121413290501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15749193727970123, + 0.045635875314474106, + 0.03754072263836861, + 0.045490141957998276, + 0.2797960340976715, + 0.02832789346575737, + 0.04318217560648918, + 0.08789774775505066, + 0.07680655270814896, + 0.1978309601545334 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.007628121413290501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038094088435173035 + ], + "opposite_logprob_tokens": [ + -3.2880940437316895 + ], + "logprob_reward": -0.038094088435173035, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038094088435173035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16955190896987915, + 0.14207594096660614, + 0.04319629445672035, + 0.023649465292692184, + 0.0344565287232399, + 0.04667891189455986, + 0.02849089726805687, + 0.1521303951740265, + 0.11716555804014206, + 0.2426040917634964 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.038094088435173035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera movement handheld and panning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a vast expanse of rolling, dry, golden-brown grassland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are people dressed in worn denim jeans, plaid flannel shirts, and sturdy leather boots herding reddish-brown cattle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the cattle moving at a slow, powerful pace with coats coated in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft afternoon sunlight casting long shadows and a hazy, golden atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004630201030522585 + ], + "opposite_logprob_tokens": [ + -5.379630088806152 + ], + "logprob_reward": -0.004630201030522585, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004630201030522585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26567599177360535, + 0.1920296847820282, + 0.040522173047065735, + 0.020228324458003044, + 0.14092133939266205, + 0.02419176883995533, + 0.05675707384943962, + 0.06582728773355484, + 0.0879741758108139, + 0.10587216168642044 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004630201030522585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_12/index_tensor([1720, 1720])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_12/index_tensor([1720, 1720])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a5e0a899e8cd33b5ccda5e21af9479f1ce338cc3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_12/index_tensor([1720, 1720])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle close-up captures the determined ascent of a tiny, furry orange tabby, its curious green eyes wide as it cautiously places its tiny paws on the face of a larger, more complex cat. Designed to resemble a rugged mountain, the structure is covered with beige shisha ropes of various textures and a patch of brown carpet, making the kitten's ascent seem like a grand expedition. As the kitten pauses, its tail twitching slightly to maintain balance, the camera executes a slow, smooth arc to the right, gradually expanding the frame. This movement reveals the scratchboard's true setting in a spacious, sunny living room. Bright, warm sunlight pours in through the floor-to-ceiling windows, illuminating the dust motes dancing on the beams and casting soft, elongated shadows across the polished hardwood floor. The background unfolds to reveal a chic, minimalist space with a comfortable gray sofa, an understated wooden coffee table, and lush potted green plants, creating a tranquil and welcoming atmosphere, contrasting the kitten's miniature adventure with the vast, peaceful world of home it inhabits.", + "seed": 32324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_12/index_1720_seed_32324_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05303023047745228, + "vlm_logprob": -0.05303023047745228, + "vlm_yes_no_margin": 3.174999976158142, + "vlm_token_credit": -0.05303023047745228, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12775719165802002 + ], + "opposite_logprob_tokens": [ + -2.1277570724487305 + ], + "logprob_reward": -0.12775719165802002, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12775719165802002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09026536345481873, + 0.02165876515209675, + 0.13366419076919556, + 0.096105195581913, + 0.2212112843990326, + 0.19440700113773346, + 0.10241232067346573, + 0.032553575932979584, + 0.017268016934394836, + 0.09045431762933731 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.12775719165802002 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309377446770668 + ], + "opposite_logprob_tokens": [ + -3.168093681335449 + ], + "logprob_reward": -0.04309377446770668, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309377446770668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06447156518697739, + 0.03034777194261551, + 0.37696772813796997, + 0.04141581803560257, + 0.11149650812149048, + 0.1793653517961502, + 0.042059555649757385, + 0.03286184370517731, + 0.014999030157923698, + 0.10601482540369034 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.04309377446770668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495847016572952 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495847016572952, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495847016572952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04015415161848068, + 0.041622553020715714, + 0.2765869200229645, + 0.07713958621025085, + 0.17294275760650635, + 0.11570467054843903, + 0.09789731353521347, + 0.08082983642816544, + 0.028123823925852776, + 0.06899843364953995 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.05495847016572952 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606144569814205 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606144569814205, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606144569814205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06103779003024101, + 0.09033703804016113, + 0.3377313017845154, + 0.028378542512655258, + 0.07306716591119766, + 0.08614209294319153, + 0.16643841564655304, + 0.022997044026851654, + 0.022966327145695686, + 0.11090432852506638 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.01606144569814205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280270397663116 + ], + "opposite_logprob_tokens": [ + -3.773280382156372 + ], + "logprob_reward": -0.023280270397663116, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280270397663116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13059543073177338, + 0.028354555368423462, + 0.21225112676620483, + 0.03306533396244049, + 0.05321281775832176, + 0.07956576347351074, + 0.09573562443256378, + 0.0629284605383873, + 0.09423738718032837, + 0.210053488612175 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.023280270397663116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up captures the determined ascent of a tiny, furry orange tabby, its curious green eyes wide as it cautiously places its tiny paws on the face of a larger, more complex cat. Designed to resemble a rugged mountain, the structure is covered with beige shisha ropes of various textures and a patch of brown carpet, making the kitten's ascent seem like a grand expedition. As the kitten pauses, its tail twitching slightly to maintain balance, the camera executes a slow, smooth arc to the right, gradually expanding the frame. This movement reveals the scratchboard's true setting in a spacious, sunny living room. Bright, warm sunlight pours in through the floor-to-ceiling windows, illuminating the dust motes dancing on the beams and casting soft, elongated shadows across the polished hardwood floor. The background unfolds to reveal a chic, minimalist space with a comfortable gray sofa, an understated wooden coffee table, and lush potted green plants, creating a tranquil and welcoming atmosphere, contrasting the kitten's miniature adventure with the vast, peaceful world of home it inhabits.", + "seed": 32325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_12/index_1720_seed_32325_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020551464147865774, + "vlm_logprob": -0.020551464147865774, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.020551464147865774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026851492002606392 + ], + "opposite_logprob_tokens": [ + -3.6518514156341553 + ], + "logprob_reward": -0.026851492002606392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026851492002606392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0901719182729721, + 0.045690253376960754, + 0.07890176773071289, + 0.08350256085395813, + 0.19185273349285126, + 0.027748912572860718, + 0.2845470905303955, + 0.03260330855846405, + 0.047555919736623764, + 0.11742547154426575 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.026851492002606392 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211401343345642 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211401343345642, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211401343345642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11232476681470871, + 0.10626585781574249, + 0.16787780821323395, + 0.10375255346298218, + 0.29438918828964233, + 0.02349908836185932, + 0.08903809636831284, + 0.017375105991959572, + 0.050008248537778854, + 0.03546934947371483 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.014211401343345642 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038093168288469315 + ], + "opposite_logprob_tokens": [ + -3.288093090057373 + ], + "logprob_reward": -0.038093168288469315, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038093168288469315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06872797757387161, + 0.15473714470863342, + 0.06155185028910637, + 0.07224995642900467, + 0.17951186001300812, + 0.03655387833714485, + 0.2726847231388092, + 0.030658960342407227, + 0.02604246698319912, + 0.09728121757507324 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.038093168288469315 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070497334003448 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.011070497334003448, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070497334003448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0802307054400444, + 0.0939694419503212, + 0.283181369304657, + 0.07759497314691544, + 0.17366831004619598, + 0.031424976885318756, + 0.044390108436346054, + 0.06490907818078995, + 0.08539748191833496, + 0.06523359566926956 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.011070497334003448 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530761770904064 + ], + "opposite_logprob_tokens": [ + -4.38753080368042 + ], + "logprob_reward": -0.012530761770904064, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530761770904064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.171627938747406, + 0.18982630968093872, + 0.15100955963134766, + 0.06282547861337662, + 0.14147710800170898, + 0.025650495663285255, + 0.04416419193148613, + 0.019020413979887962, + 0.07840213924646378, + 0.11599630862474442 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012530761770904064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up captures the determined ascent of a tiny, furry orange tabby, its curious green eyes wide as it cautiously places its tiny paws on the face of a larger, more complex cat. Designed to resemble a rugged mountain, the structure is covered with beige shisha ropes of various textures and a patch of brown carpet, making the kitten's ascent seem like a grand expedition. As the kitten pauses, its tail twitching slightly to maintain balance, the camera executes a slow, smooth arc to the right, gradually expanding the frame. This movement reveals the scratchboard's true setting in a spacious, sunny living room. Bright, warm sunlight pours in through the floor-to-ceiling windows, illuminating the dust motes dancing on the beams and casting soft, elongated shadows across the polished hardwood floor. The background unfolds to reveal a chic, minimalist space with a comfortable gray sofa, an understated wooden coffee table, and lush potted green plants, creating a tranquil and welcoming atmosphere, contrasting the kitten's miniature adventure with the vast, peaceful world of home it inhabits.", + "seed": 32326, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_12/index_1720_seed_32326_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.043826773203909396, + "vlm_logprob": -0.043826773203909396, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.043826773203909396, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11381924152374268 + ], + "opposite_logprob_tokens": [ + -2.238819122314453 + ], + "logprob_reward": -0.11381924152374268, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11381924152374268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09584934264421463, + 0.055649928748607635, + 0.06014181300997734, + 0.13969983160495758, + 0.07879587262868881, + 0.103463314473629, + 0.056220643222332, + 0.06837263703346252, + 0.1085716113448143, + 0.23323501646518707 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.11381924152374268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018210716545581818 + ], + "opposite_logprob_tokens": [ + -4.0182108879089355 + ], + "logprob_reward": -0.018210716545581818, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018210716545581818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19022603332996368, + 0.0678086057305336, + 0.1824043095111847, + 0.0788438618183136, + 0.0486326664686203, + 0.050888482481241226, + 0.0386822484433651, + 0.03737292438745499, + 0.1858302354812622, + 0.11931066960096359 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.018210716545581818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306979477405548 + ], + "opposite_logprob_tokens": [ + -3.168069839477539 + ], + "logprob_reward": -0.04306979477405548, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306979477405548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2730669677257538, + 0.03758775815367699, + 0.07835656404495239, + 0.07599195092916489, + 0.0731687918305397, + 0.06633476912975311, + 0.060969818383455276, + 0.06324685364961624, + 0.16750162839889526, + 0.10377491265535355 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.04306979477405548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946681834757328 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946681834757328, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946681834757328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07539121061563492, + 0.04266481101512909, + 0.0705723688006401, + 0.05696806684136391, + 0.0726529136300087, + 0.06518272310495377, + 0.044077761471271515, + 0.04123404622077942, + 0.4500333368778229, + 0.0812227725982666 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.005946681834757328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808743134140968 + ], + "opposite_logprob_tokens": [ + -3.2880873680114746 + ], + "logprob_reward": -0.03808743134140968, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808743134140968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07813204079866409, + 0.061681125313043594, + 0.1452484279870987, + 0.13270194828510284, + 0.10201376676559448, + 0.09259725362062454, + 0.05541522428393364, + 0.042753078043460846, + 0.09895293414592743, + 0.19050417840480804 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.03808743134140968 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up captures the determined ascent of a tiny, furry orange tabby, its curious green eyes wide as it cautiously places its tiny paws on the face of a larger, more complex cat. Designed to resemble a rugged mountain, the structure is covered with beige shisha ropes of various textures and a patch of brown carpet, making the kitten's ascent seem like a grand expedition. As the kitten pauses, its tail twitching slightly to maintain balance, the camera executes a slow, smooth arc to the right, gradually expanding the frame. This movement reveals the scratchboard's true setting in a spacious, sunny living room. Bright, warm sunlight pours in through the floor-to-ceiling windows, illuminating the dust motes dancing on the beams and casting soft, elongated shadows across the polished hardwood floor. The background unfolds to reveal a chic, minimalist space with a comfortable gray sofa, an understated wooden coffee table, and lush potted green plants, creating a tranquil and welcoming atmosphere, contrasting the kitten's miniature adventure with the vast, peaceful world of home it inhabits.", + "seed": 32327, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_12/index_1720_seed_32327_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025429639406502245, + "vlm_logprob": -0.025429639406502245, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.025429639406502245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030455682426691055 + ], + "opposite_logprob_tokens": [ + -3.5304555892944336 + ], + "logprob_reward": -0.030455682426691055, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030455682426691055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13078023493289948, + 0.15768717229366302, + 0.03651682287454605, + 0.05468039587140083, + 0.08871149271726608, + 0.009534792974591255, + 0.017869673669338226, + 0.12232238054275513, + 0.2943853437900543, + 0.08751172572374344 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.030455682426691055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214691706001759 + ], + "opposite_logprob_tokens": [ + -4.264214515686035 + ], + "logprob_reward": -0.014214691706001759, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214691706001759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13111422955989838, + 0.23657216131687164, + 0.1265030950307846, + 0.06549656391143799, + 0.0933942124247551, + 0.017806654796004295, + 0.02624133601784706, + 0.05611501261591911, + 0.1369868367910385, + 0.10976992547512054 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.014214691706001759 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798436909914017 + ], + "opposite_logprob_tokens": [ + -3.5297985076904297 + ], + "logprob_reward": -0.029798436909914017, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798436909914017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10417652130126953, + 0.18106798827648163, + 0.1443571001291275, + 0.06138501316308975, + 0.06276499480009079, + 0.02361397258937359, + 0.039031658321619034, + 0.19527335464954376, + 0.06067494675517082, + 0.12765447795391083 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.029798436909914017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338648051023483 + ], + "opposite_logprob_tokens": [ + -3.651338577270508 + ], + "logprob_reward": -0.026338648051023483, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338648051023483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1545076221227646, + 0.06394578516483307, + 0.09296545386314392, + 0.055520910769701004, + 0.03753779083490372, + 0.014174899086356163, + 0.03371335566043854, + 0.29291266202926636, + 0.05097237974405289, + 0.20374901592731476 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.026338648051023483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tiny, furry orange tabby kitten with wide green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the kitten climbing the face of a larger cat that is designed to resemble a rugged mountain covered in beige shisha ropes and brown carpet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the kitten pause with its tail twitching slightly to maintain balance during the ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, smooth arc to the right that gradually expands the frame to reveal a spacious, sunny living room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a minimalist living room featuring a gray sofa, a wooden coffee table, potted green plants, and bright sunlight illuminating dust motes and hardwood floors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634073793888092 + ], + "opposite_logprob_tokens": [ + -3.6513407230377197 + ], + "logprob_reward": -0.02634073793888092, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634073793888092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2235814929008484, + 0.1351521909236908, + 0.13415776193141937, + 0.055680520832538605, + 0.08266761898994446, + 0.01842428371310234, + 0.02034831792116165, + 0.1633695513010025, + 0.03959948942065239, + 0.1270187348127365 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.02634073793888092 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_13/index_tensor([589, 589])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_13/index_tensor([589, 589])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8cba2df3c6abb8eae2a83c2ec86412fd38803886 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_13/index_tensor([589, 589])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle wide shot anchors the massive form of a modern wind turbine, silhouetted against a clear, deep blue sky. Suddenly, with a catastrophic shudder, one of its massive, gracefully curved blades violently breaks off from its central hub at the base. The camera quickly tilts downward, maintaining focus and tracking the detached blade as it begins its terrifying plunge toward the earth. Made of a smooth, off-white composite material, the blade tumbles from head to toe in a slow, eerie, graceful descent. As it spins through the air, its vast, long surface catches the sharp, directed rays of light from the low, afternoon sun, creating a brilliant, blinding flash of light that travels along its length. In the background, a vast wind farm of identical turbines continues its rhythmic rotation against the rolling green hills. Their tranquil motion contrasts starkly and eerily with the catastrophe in the foreground, creating an atmosphere of sudden, awe-inspiring mechanical failure and impending impact.", + "seed": 17210, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_13/index_589_seed_17210_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07054938301444054, + "vlm_logprob": -0.07054938301444054, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.07054938301444054, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015744073316454887 + ], + "opposite_logprob_tokens": [ + -4.390744209289551 + ], + "logprob_reward": -0.015744073316454887, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015744073316454887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12518569827079773, + 0.12404482066631317, + 0.0831834152340889, + 0.25922146439552307, + 0.10996580123901367, + 0.0566931776702404, + 0.08870908617973328, + 0.048525143414735794, + 0.052528250962495804, + 0.0519431009888649 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.015744073316454887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813536524772644 + ], + "opposite_logprob_tokens": [ + -1.4063537120819092 + ], + "logprob_reward": -0.2813536524772644, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813536524772644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16921810805797577, + 0.16944348812103271, + 0.04174705594778061, + 0.2668359875679016, + 0.16726535558700562, + 0.07332901656627655, + 0.03649295121431351, + 0.023204611614346504, + 0.019687239080667496, + 0.032776132225990295 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.2813536524772644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796399623155594 + ], + "opposite_logprob_tokens": [ + -4.634796619415283 + ], + "logprob_reward": -0.009796399623155594, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796399623155594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12388420850038528, + 0.06655696034431458, + 0.0671255812048912, + 0.32151374220848083, + 0.11277993768453598, + 0.07531420886516571, + 0.08454106003046036, + 0.03833479434251785, + 0.05949508026242256, + 0.05045437812805176 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.009796399623155594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606731116771698 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606731116771698, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606731116771698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17723941802978516, + 0.03220648691058159, + 0.05145248398184776, + 0.18727535009384155, + 0.06441417336463928, + 0.025722038000822067, + 0.08339997380971909, + 0.0938752070069313, + 0.2268414944410324, + 0.05757341906428337 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.01606731116771698 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029785478487610817 + ], + "opposite_logprob_tokens": [ + -3.529785394668579 + ], + "logprob_reward": -0.029785478487610817, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029785478487610817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20453019440174103, + 0.08492137491703033, + 0.06142478808760643, + 0.12042643874883652, + 0.0966482162475586, + 0.09070831537246704, + 0.17875461280345917, + 0.06670023500919342, + 0.05150856077671051, + 0.044377271085977554 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.029785478487610817 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle wide shot anchors the massive form of a modern wind turbine, silhouetted against a clear, deep blue sky. Suddenly, with a catastrophic shudder, one of its massive, gracefully curved blades violently breaks off from its central hub at the base. The camera quickly tilts downward, maintaining focus and tracking the detached blade as it begins its terrifying plunge toward the earth. Made of a smooth, off-white composite material, the blade tumbles from head to toe in a slow, eerie, graceful descent. As it spins through the air, its vast, long surface catches the sharp, directed rays of light from the low, afternoon sun, creating a brilliant, blinding flash of light that travels along its length. In the background, a vast wind farm of identical turbines continues its rhythmic rotation against the rolling green hills. Their tranquil motion contrasts starkly and eerily with the catastrophe in the foreground, creating an atmosphere of sudden, awe-inspiring mechanical failure and impending impact.", + "seed": 17211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_13/index_589_seed_17211_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07834444139152766, + "vlm_logprob": -0.07834444139152766, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.07834444139152766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01663387194275856 + ], + "opposite_logprob_tokens": [ + -4.391633987426758 + ], + "logprob_reward": -0.01663387194275856, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01663387194275856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061272088438272476, + 0.07343535125255585, + 0.01683829538524151, + 0.031725503504276276, + 0.6384252905845642, + 0.04341183230280876, + 0.030570372939109802, + 0.06708302348852158, + 0.018169302493333817, + 0.019068850204348564 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.01663387194275856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486485779285431 + ], + "opposite_logprob_tokens": [ + -1.2236485481262207 + ], + "logprob_reward": -0.3486485779285431, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486485779285431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16648828983306885, + 0.07550933212041855, + 0.03652490675449371, + 0.08417171984910965, + 0.3507271409034729, + 0.10471244156360626, + 0.08714645355939865, + 0.01986980438232422, + 0.05031716451048851, + 0.024532726034522057 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.3486485779285431 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554659508168697 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554659508168697, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554659508168697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06466741114854813, + 0.1440599411725998, + 0.02291906252503395, + 0.11797350645065308, + 0.21685490012168884, + 0.10231571644544601, + 0.06962030380964279, + 0.09519116580486298, + 0.10477300733327866, + 0.061625007539987564 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.012554659508168697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253320559859276 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253320559859276, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253320559859276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.308768093585968, + 0.07568936794996262, + 0.04350178688764572, + 0.03808774799108505, + 0.048067618161439896, + 0.11921773105859756, + 0.15468142926692963, + 0.06907524913549423, + 0.10819511115550995, + 0.03471589460968971 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.005253320559859276 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863177701830864 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.00863177701830864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863177701830864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08967630565166473, + 0.023668624460697174, + 0.034814316779375076, + 0.07070548087358475, + 0.3684646487236023, + 0.051867980509996414, + 0.130076065659523, + 0.04315843805670738, + 0.08846990764141083, + 0.09909822046756744 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.00863177701830864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle wide shot anchors the massive form of a modern wind turbine, silhouetted against a clear, deep blue sky. Suddenly, with a catastrophic shudder, one of its massive, gracefully curved blades violently breaks off from its central hub at the base. The camera quickly tilts downward, maintaining focus and tracking the detached blade as it begins its terrifying plunge toward the earth. Made of a smooth, off-white composite material, the blade tumbles from head to toe in a slow, eerie, graceful descent. As it spins through the air, its vast, long surface catches the sharp, directed rays of light from the low, afternoon sun, creating a brilliant, blinding flash of light that travels along its length. In the background, a vast wind farm of identical turbines continues its rhythmic rotation against the rolling green hills. Their tranquil motion contrasts starkly and eerily with the catastrophe in the foreground, creating an atmosphere of sudden, awe-inspiring mechanical failure and impending impact.", + "seed": 17212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_13/index_589_seed_17212_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21226811744272708, + "vlm_logprob": -0.21226811744272708, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.21226811744272708, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14614367485046387 + ], + "opposite_logprob_tokens": [ + -2.021143674850464 + ], + "logprob_reward": -0.14614367485046387, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14614367485046387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25794199109077454, + 0.05675429478287697, + 0.017585095018148422, + 0.09864188730716705, + 0.21960249543190002, + 0.09586399048566818, + 0.11124201864004135, + 0.03359058126807213, + 0.04327033832669258, + 0.06550735235214233 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.14614367485046387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036283731460571 + ], + "opposite_logprob_tokens": [ + -2.350362777709961 + ], + "logprob_reward": -0.10036283731460571, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036283731460571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28253623843193054, + 0.014848229475319386, + 0.03805513307452202, + 0.015206552110612392, + 0.19881196320056915, + 0.0805877149105072, + 0.032498087733983994, + 0.02696404419839382, + 0.046152446419000626, + 0.2643395662307739 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.10036283731460571 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373970836400986 + ], + "opposite_logprob_tokens": [ + -3.4087398052215576 + ], + "logprob_reward": -0.03373970836400986, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373970836400986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08345261961221695, + 0.033372022211551666, + 0.2592046558856964, + 0.05316154286265373, + 0.23851026594638824, + 0.05827886983752251, + 0.04582681506872177, + 0.03442910686135292, + 0.05432486534118652, + 0.13943921029567719 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.03373970836400986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290986195206642 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.023290986195206642, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290986195206642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4853927791118622, + 0.027790000662207603, + 0.09330792725086212, + 0.014812682755291462, + 0.22872820496559143, + 0.015293141826987267, + 0.009871301241219044, + 0.029277611523866653, + 0.026073308661580086, + 0.06945300102233887 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.023290986195206642 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578033804893494 + ], + "opposite_logprob_tokens": [ + -0.6328033804893494 + ], + "logprob_reward": -0.7578033804893494, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578033804893494, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3270529508590698, + 0.01277804933488369, + 0.01742633618414402, + 0.03465135022997856, + 0.49139872193336487, + 0.04373428598046303, + 0.02744283527135849, + 0.007533471565693617, + 0.01698491908609867, + 0.020997093990445137 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.7578033804893494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dramatic low-angle wide shot anchors the massive form of a modern wind turbine, silhouetted against a clear, deep blue sky. Suddenly, with a catastrophic shudder, one of its massive, gracefully curved blades violently breaks off from its central hub at the base. The camera quickly tilts downward, maintaining focus and tracking the detached blade as it begins its terrifying plunge toward the earth. Made of a smooth, off-white composite material, the blade tumbles from head to toe in a slow, eerie, graceful descent. As it spins through the air, its vast, long surface catches the sharp, directed rays of light from the low, afternoon sun, creating a brilliant, blinding flash of light that travels along its length. In the background, a vast wind farm of identical turbines continues its rhythmic rotation against the rolling green hills. Their tranquil motion contrasts starkly and eerily with the catastrophe in the foreground, creating an atmosphere of sudden, awe-inspiring mechanical failure and impending impact.", + "seed": 17213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_13/index_589_seed_17213_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08473219103179871, + "vlm_logprob": -0.08473219103179871, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.08473219103179871, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010822765529155731 + ], + "opposite_logprob_tokens": [ + -4.635822772979736 + ], + "logprob_reward": -0.010822765529155731, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010822765529155731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16584202647209167, + 0.10739125311374664, + 0.06798136979341507, + 0.04455509036779404, + 0.1314365267753601, + 0.07719416916370392, + 0.23053282499313354, + 0.03868870809674263, + 0.06575319170951843, + 0.07062482833862305 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.010822765529155731 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486405909061432 + ], + "opposite_logprob_tokens": [ + -1.2236405611038208 + ], + "logprob_reward": -0.3486405909061432, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486405909061432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0728692039847374, + 0.10694492608308792, + 0.08442412316799164, + 0.04596478119492531, + 0.08924129605293274, + 0.07289399951696396, + 0.3666685223579407, + 0.03198738768696785, + 0.04014836624264717, + 0.08885740488767624 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.3486405909061432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329995296895504 + ], + "opposite_logprob_tokens": [ + -3.7732999324798584 + ], + "logprob_reward": -0.02329995296895504, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329995296895504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24193121492862701, + 0.08066977560520172, + 0.10636541992425919, + 0.048867013305425644, + 0.06722462177276611, + 0.08532614260911942, + 0.08804798126220703, + 0.04549349844455719, + 0.06829833984375, + 0.16777600347995758 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.02329995296895504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028166405390948057 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028166405390948057, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028166405390948057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18663017451763153, + 0.09209077805280685, + 0.048197969794273376, + 0.03143370524048805, + 0.18901196122169495, + 0.07427925616502762, + 0.07926993072032928, + 0.03773760050535202, + 0.1468842327594757, + 0.1144644021987915 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.0028166405390948057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive modern wind turbine with gracefully curved blades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does one of the turbine blades violently break off from the central hub at the base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the detached blade made of a smooth, off-white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt downward to track the detached blade as it plummets toward the earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast wind farm of identical turbines rotating against rolling green hills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038081005215644836 + ], + "opposite_logprob_tokens": [ + -3.288080930709839 + ], + "logprob_reward": -0.038081005215644836, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038081005215644836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06654555350542068, + 0.0519508421421051, + 0.028783325105905533, + 0.04773354530334473, + 0.19238229095935822, + 0.09518244862556458, + 0.26980000734329224, + 0.11298775672912598, + 0.08803548663854599, + 0.046598754823207855 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.038081005215644836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_14/index_tensor([2368, 2368])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_14/index_tensor([2368, 2368])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d64e5a947c987bc865045b3eb4622168d7ed831a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_14/index_tensor([2368, 2368])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, right-facing, panoramic shot reveals the tranquil scene of a spacious, semi-open wooden workshop. Soft, golden morning sunlight slants through the open side, casting sharp beams of light through the air, shimmering with fine sawdust and dust. At the center of the frame, a massive, unfinished dragon boat rests upon its wooden frame like a sleeping beast. Its hull, crafted from dark solid wood, its intricately carved dragon scales gleaming in the morning light. Several craftsmen, dressed in simple cotton work clothes, are scattered around the boat, their weathered faces etched with focused composure. An elderly craftsman kneels at the bow, meticulously sanding the ferocious, majestic details of the dragon's head with fine sandpaper. Another stands amidships, a small chisel in hand, steadily and deliberately adding the finishing touches to a carved dragon scale. Still another uses a wide brush to evenly apply a layer of transparent tung oil to the side of the boat, imbuing the wood with a rich, vibrant color wherever it passes. The scene is silent, with only the gentle clink of tools on wood. An almost sacred feeling of dedication and reverence for traditional craftsmanship permeates the scene, while the overall tone is warm and earthy.", + "seed": 28327, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_14/index_2368_seed_28327_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.036518293898552656, + "vlm_logprob": -0.036518293898552656, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.036518293898552656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012585503049194813 + ], + "opposite_logprob_tokens": [ + -4.637585639953613 + ], + "logprob_reward": -0.012585503049194813, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012585503049194813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23925141990184784, + 0.1411188244819641, + 0.09697079658508301, + 0.04231946915388107, + 0.09075362235307693, + 0.06643205136060715, + 0.07925761491060257, + 0.06592649221420288, + 0.1428123563528061, + 0.03515740483999252 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.012585503049194813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003626557532697916 + ], + "opposite_logprob_tokens": [ + -5.628626346588135 + ], + "logprob_reward": -0.003626557532697916, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003626557532697916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12817677855491638, + 0.1633281111717224, + 0.0823783129453659, + 0.12987302243709564, + 0.08378627151250839, + 0.12040753662586212, + 0.03783963620662689, + 0.0978606641292572, + 0.06223185360431671, + 0.09411778301000595 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.003626557532697916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160687193274498 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160687193274498, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160687193274498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07761012762784958, + 0.06470102816820145, + 0.296969473361969, + 0.12922033667564392, + 0.05194362998008728, + 0.0614556223154068, + 0.03320879116654396, + 0.08033671230077744, + 0.051124945282936096, + 0.15342934429645538 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.0160687193274498 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297274485230446 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297274485230446, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297274485230446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20477323234081268, + 0.04623867943882942, + 0.2397964596748352, + 0.05360899120569229, + 0.08850324898958206, + 0.09769976139068604, + 0.042002324014902115, + 0.05676088109612465, + 0.12871576845645905, + 0.04190065711736679 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.023297274485230446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270134150981903 + ], + "opposite_logprob_tokens": [ + -2.1270134449005127 + ], + "logprob_reward": -0.1270134150981903, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270134150981903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14272825419902802, + 0.14046186208724976, + 0.08478119969367981, + 0.12228602916002274, + 0.10905400663614273, + 0.12395241856575012, + 0.044328052550554276, + 0.06227444112300873, + 0.07142072916030884, + 0.09871295839548111 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.1270134150981903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, panoramic shot reveals the tranquil scene of a spacious, semi-open wooden workshop. Soft, golden morning sunlight slants through the open side, casting sharp beams of light through the air, shimmering with fine sawdust and dust. At the center of the frame, a massive, unfinished dragon boat rests upon its wooden frame like a sleeping beast. Its hull, crafted from dark solid wood, its intricately carved dragon scales gleaming in the morning light. Several craftsmen, dressed in simple cotton work clothes, are scattered around the boat, their weathered faces etched with focused composure. An elderly craftsman kneels at the bow, meticulously sanding the ferocious, majestic details of the dragon's head with fine sandpaper. Another stands amidships, a small chisel in hand, steadily and deliberately adding the finishing touches to a carved dragon scale. Still another uses a wide brush to evenly apply a layer of transparent tung oil to the side of the boat, imbuing the wood with a rich, vibrant color wherever it passes. The scene is silent, with only the gentle clink of tools on wood. An almost sacred feeling of dedication and reverence for traditional craftsmanship permeates the scene, while the overall tone is warm and earthy.", + "seed": 28328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_14/index_2368_seed_28328_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03223865609616041, + "vlm_logprob": -0.03223865609616041, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03223865609616041, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010807670652866364 + ], + "opposite_logprob_tokens": [ + -4.885807514190674 + ], + "logprob_reward": -0.010807670652866364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.010807670652866364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.189583420753479, + 0.0481247715651989, + 0.04863987863063812, + 0.08358875662088394, + 0.040736135095357895, + 0.05057569220662117, + 0.24167433381080627, + 0.12390705198049545, + 0.07902763038873672, + 0.09414232522249222 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.010807670652866364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032039759680628777 + ], + "opposite_logprob_tokens": [ + -5.753203868865967 + ], + "logprob_reward": -0.0032039759680628777, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032039759680628777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0923573225736618, + 0.08528842777013779, + 0.0779971033334732, + 0.09515848010778427, + 0.03482840955257416, + 0.049203600734472275, + 0.29977211356163025, + 0.10558906197547913, + 0.09383534640073776, + 0.06597011536359787 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.0032039759680628777 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607270911335945 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607270911335945, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607270911335945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11139849573373795, + 0.0623553991317749, + 0.0399775356054306, + 0.10694438964128494, + 0.08004257827997208, + 0.14949513971805573, + 0.062090400606393814, + 0.10581296682357788, + 0.11882256716489792, + 0.1630604863166809 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.01607270911335945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199361860752106 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.018199361860752106, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199361860752106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1397106945514679, + 0.3000856041908264, + 0.06282677501440048, + 0.0430629625916481, + 0.06038707494735718, + 0.06727688014507294, + 0.12896521389484406, + 0.05651945248246193, + 0.041249752044677734, + 0.09991562366485596 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.018199361860752106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290956288576126 + ], + "opposite_logprob_tokens": [ + -2.2379095554351807 + ], + "logprob_reward": -0.11290956288576126, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290956288576126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2263466864824295, + 0.0907771959900856, + 0.0414932519197464, + 0.04735191911458969, + 0.05425841361284256, + 0.05358297377824783, + 0.10016735643148422, + 0.08699249476194382, + 0.1114635169506073, + 0.18756626546382904 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.11290956288576126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, panoramic shot reveals the tranquil scene of a spacious, semi-open wooden workshop. Soft, golden morning sunlight slants through the open side, casting sharp beams of light through the air, shimmering with fine sawdust and dust. At the center of the frame, a massive, unfinished dragon boat rests upon its wooden frame like a sleeping beast. Its hull, crafted from dark solid wood, its intricately carved dragon scales gleaming in the morning light. Several craftsmen, dressed in simple cotton work clothes, are scattered around the boat, their weathered faces etched with focused composure. An elderly craftsman kneels at the bow, meticulously sanding the ferocious, majestic details of the dragon's head with fine sandpaper. Another stands amidships, a small chisel in hand, steadily and deliberately adding the finishing touches to a carved dragon scale. Still another uses a wide brush to evenly apply a layer of transparent tung oil to the side of the boat, imbuing the wood with a rich, vibrant color wherever it passes. The scene is silent, with only the gentle clink of tools on wood. An almost sacred feeling of dedication and reverence for traditional craftsmanship permeates the scene, while the overall tone is warm and earthy.", + "seed": 28329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_14/index_2368_seed_28329_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0298250537365675, + "vlm_logprob": -0.0298250537365675, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.0298250537365675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02992166019976139 + ], + "opposite_logprob_tokens": [ + -3.779921770095825 + ], + "logprob_reward": -0.02992166019976139, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02992166019976139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09904573857784271, + 0.14930777251720428, + 0.07677347213029861, + 0.056699078530073166, + 0.1593019962310791, + 0.04143420606851578, + 0.07004223018884659, + 0.09056740999221802, + 0.051122672855854034, + 0.20570547878742218 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.02992166019976139 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651084542274475 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.004651084542274475, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651084542274475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15469789505004883, + 0.08816759288311005, + 0.13113640248775482, + 0.09525365382432938, + 0.037186428904533386, + 0.11850366741418839, + 0.10417535901069641, + 0.10612839460372925, + 0.03415438532829285, + 0.13059614598751068 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.004651084542274475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348749175667763 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348749175667763, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348749175667763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08706331998109818, + 0.06494221091270447, + 0.32193633913993835, + 0.04210564121603966, + 0.08804935961961746, + 0.031347937881946564, + 0.044196415692567825, + 0.12341289967298508, + 0.041951559484004974, + 0.15499433875083923 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.026348749175667763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198074772953987 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018198074772953987, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198074772953987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1357538104057312, + 0.0377165861427784, + 0.05635561794042587, + 0.04387401044368744, + 0.05945650860667229, + 0.03893066942691803, + 0.07774041593074799, + 0.061862751841545105, + 0.18530488014221191, + 0.30300474166870117 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.018198074772953987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000569999217987 + ], + "opposite_logprob_tokens": [ + -2.6950056552886963 + ], + "logprob_reward": -0.07000569999217987, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000569999217987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06949631869792938, + 0.09476540982723236, + 0.07451627403497696, + 0.26540908217430115, + 0.05477823317050934, + 0.11713205277919769, + 0.12802451848983765, + 0.04103652015328407, + 0.03870619833469391, + 0.116135373711586 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.07000569999217987 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, panoramic shot reveals the tranquil scene of a spacious, semi-open wooden workshop. Soft, golden morning sunlight slants through the open side, casting sharp beams of light through the air, shimmering with fine sawdust and dust. At the center of the frame, a massive, unfinished dragon boat rests upon its wooden frame like a sleeping beast. Its hull, crafted from dark solid wood, its intricately carved dragon scales gleaming in the morning light. Several craftsmen, dressed in simple cotton work clothes, are scattered around the boat, their weathered faces etched with focused composure. An elderly craftsman kneels at the bow, meticulously sanding the ferocious, majestic details of the dragon's head with fine sandpaper. Another stands amidships, a small chisel in hand, steadily and deliberately adding the finishing touches to a carved dragon scale. Still another uses a wide brush to evenly apply a layer of transparent tung oil to the side of the boat, imbuing the wood with a rich, vibrant color wherever it passes. The scene is silent, with only the gentle clink of tools on wood. An almost sacred feeling of dedication and reverence for traditional craftsmanship permeates the scene, while the overall tone is warm and earthy.", + "seed": 28330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_14/index_2368_seed_28330_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03182854317128658, + "vlm_logprob": -0.03182854317128658, + "vlm_yes_no_margin": 3.8999999523162843, + "vlm_token_credit": -0.03182854317128658, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012256543152034283 + ], + "opposite_logprob_tokens": [ + -4.637256622314453 + ], + "logprob_reward": -0.012256543152034283, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012256543152034283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16146491467952728, + 0.08354763686656952, + 0.051672838628292084, + 0.04418801888823509, + 0.18310363590717316, + 0.06371641159057617, + 0.07183651626110077, + 0.05823173746466637, + 0.2467380315065384, + 0.03550025448203087 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.012256543152034283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961020477116108 + ], + "opposite_logprob_tokens": [ + -5.130960941314697 + ], + "logprob_reward": -0.005961020477116108, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961020477116108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19379299879074097, + 0.19877313077449799, + 0.09455857425928116, + 0.047126349061727524, + 0.11434343457221985, + 0.03045463189482689, + 0.03436286002397537, + 0.026669323444366455, + 0.2361592948436737, + 0.023759322240948677 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.005961020477116108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700864762067795 + ], + "opposite_logprob_tokens": [ + -3.408700942993164 + ], + "logprob_reward": -0.033700864762067795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700864762067795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041635919362306595, + 0.3659902513027191, + 0.03133300691843033, + 0.1016841009259224, + 0.11671905219554901, + 0.06688468903303146, + 0.05663467198610306, + 0.10279852151870728, + 0.07804378122091293, + 0.03827598690986633 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.033700864762067795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202053382992744 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.018202053382992744, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018202053382992744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21198098361492157, + 0.07768142223358154, + 0.06128552556037903, + 0.04317108914256096, + 0.37032246589660645, + 0.037398625165224075, + 0.07600723206996918, + 0.05467749759554863, + 0.03345305845141411, + 0.034021999686956406 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.018202053382992744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a spacious, semi-open wooden workshop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, unfinished dragon boat resting on a wooden frame at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several craftsmen wearing simple cotton work clothes visible around the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is soft, golden morning sunlight slanting through the open side, casting sharp beams through sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slow, right-facing, and panoramic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902223408222198 + ], + "opposite_logprob_tokens": [ + -2.464022159576416 + ], + "logprob_reward": -0.08902223408222198, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902223408222198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08842221647500992, + 0.16088710725307465, + 0.04068104177713394, + 0.0571933314204216, + 0.08973756432533264, + 0.06130463257431984, + 0.1099008247256279, + 0.08865945041179657, + 0.2805576026439667, + 0.022656161338090897 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.08902223408222198 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_15/index_tensor([5393, 5393])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_15/index_tensor([5393, 5393])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..34087e6b89fd1426b7bca9514d6f3006145ecf24 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_15/index_tensor([5393, 5393])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a horizontal angle, the camera held still, its focus fixed squarely on a stoneware casserole set against a stark black void. A strong overhead light, precisely directed at the casserole's rounded, heavy, curved top, outlines its ancient contours and casts deep shadows across its rough, dark brown and terracotta-colored surface, highlighting the fine pores and grain left by firing. Suddenly, a hairline white crack silently shatters the casserole's tranquility. Then, as if triggering a chain reaction, countless cracks spread outward from this point with astonishing speed, instantly forming a dense spiderweb that shimmers with a pale white glow in the light. In the instant the cracks spread, the entire casserole's structure reaches a breaking point. Rather than bursting outward, it violently and dramatically sags inward, collapsing inward. The solid clay instantly disintegrated under the enormous inward pressure, turning into a cloud of dust mixed with tiny fragments and a large amount of dark powder. This chaotic cloud illuminated by the top light rolled and expanded briefly in place, then slowly drifted downwards due to the loss of all support, and finally completely disappeared in the endless darkness below, leaving only nothingness.", + "seed": 351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_15/index_5393_seed_351_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.053939152881503104, + "vlm_logprob": -0.053939152881503104, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.053939152881503104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07998397946357727 + ], + "opposite_logprob_tokens": [ + -2.579983949661255 + ], + "logprob_reward": -0.07998397946357727, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07998397946357727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12628115713596344, + 0.0495598278939724, + 0.028558751568198204, + 0.061684440821409225, + 0.15189839899539948, + 0.05844508856534958, + 0.06656485050916672, + 0.08288485556840897, + 0.04613032191991806, + 0.32799232006073 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.07998397946357727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089951619505882 + ], + "opposite_logprob_tokens": [ + -4.141089916229248 + ], + "logprob_reward": -0.016089951619505882, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089951619505882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13680194318294525, + 0.09414660930633545, + 0.04473063722252846, + 0.06583446264266968, + 0.0824640691280365, + 0.08747723698616028, + 0.08403338491916656, + 0.12389756739139557, + 0.10801708698272705, + 0.1725969910621643 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.016089951619505882 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643831126391888 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643831126391888, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643831126391888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09769322723150253, + 0.05372973158955574, + 0.04694412648677826, + 0.11425897479057312, + 0.2532620429992676, + 0.06157684698700905, + 0.05017471686005592, + 0.03392902389168739, + 0.05395599082112312, + 0.23447531461715698 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.008643831126391888 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034068167209625 + ], + "opposite_logprob_tokens": [ + -1.910340666770935 + ], + "logprob_reward": -0.16034068167209625, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034068167209625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14134818315505981, + 0.10903508961200714, + 0.07561923563480377, + 0.1056772917509079, + 0.22230368852615356, + 0.05020220950245857, + 0.07155138999223709, + 0.052531350404024124, + 0.036957282572984695, + 0.13477429747581482 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.16034068167209625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637320525944233 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637320525944233, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637320525944233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04139980301260948, + 0.018224146217107773, + 0.011495588347315788, + 0.06305592507123947, + 0.03746208921074867, + 0.03230562433600426, + 0.039514463394880295, + 0.07541819661855698, + 0.04657372087240219, + 0.6345504522323608 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.004637320525944233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a horizontal angle, the camera held still, its focus fixed squarely on a stoneware casserole set against a stark black void. A strong overhead light, precisely directed at the casserole's rounded, heavy, curved top, outlines its ancient contours and casts deep shadows across its rough, dark brown and terracotta-colored surface, highlighting the fine pores and grain left by firing. Suddenly, a hairline white crack silently shatters the casserole's tranquility. Then, as if triggering a chain reaction, countless cracks spread outward from this point with astonishing speed, instantly forming a dense spiderweb that shimmers with a pale white glow in the light. In the instant the cracks spread, the entire casserole's structure reaches a breaking point. Rather than bursting outward, it violently and dramatically sags inward, collapsing inward. The solid clay instantly disintegrated under the enormous inward pressure, turning into a cloud of dust mixed with tiny fragments and a large amount of dark powder. This chaotic cloud illuminated by the top light rolled and expanded briefly in place, then slowly drifted downwards due to the loss of all support, and finally completely disappeared in the endless darkness below, leaving only nothingness.", + "seed": 352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_15/index_5393_seed_352_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12431107377633452, + "vlm_logprob": -0.12431107377633452, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.12431107377633452, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5239880681037903 + ], + "opposite_logprob_tokens": [ + -0.8989880681037903 + ], + "logprob_reward": -0.5239880681037903, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5239880681037903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11322581022977829, + 0.19789479672908783, + 0.07959941029548645, + 0.2526606321334839, + 0.027777938172221184, + 0.03125079721212387, + 0.023194316774606705, + 0.11189229786396027, + 0.06104397773742676, + 0.10145998746156693 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.5239880681037903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005266127642244101 + ], + "opposite_logprob_tokens": [ + -5.255266189575195 + ], + "logprob_reward": -0.005266127642244101, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005266127642244101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.180820494890213, + 0.07888396084308624, + 0.07129936665296555, + 0.12836068868637085, + 0.0409267358481884, + 0.05098289996385574, + 0.05283647030591965, + 0.16831384599208832, + 0.09172573685646057, + 0.13584981858730316 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.005266127642244101 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098350182175636 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098350182175636, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098350182175636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15836510062217712, + 0.07410219311714172, + 0.043514154851436615, + 0.07552316039800644, + 0.05799102783203125, + 0.08136660605669022, + 0.1035740077495575, + 0.03682625666260719, + 0.11249241977930069, + 0.25624507665634155 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004098350182175636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001703977584839 + ], + "opposite_logprob_tokens": [ + -2.695017099380493 + ], + "logprob_reward": -0.07001703977584839, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001703977584839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23141251504421234, + 0.022906407713890076, + 0.06736306846141815, + 0.09554848074913025, + 0.08034933358430862, + 0.04365931823849678, + 0.14435559511184692, + 0.03889842703938484, + 0.06240757182240486, + 0.21309924125671387 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.07001703977584839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185783177614212 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.018185783177614212, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185783177614212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11365287005901337, + 0.08729642629623413, + 0.033652111887931824, + 0.0811862125992775, + 0.03194034472107887, + 0.023528387770056725, + 0.052975740283727646, + 0.14298608899116516, + 0.1218184381723404, + 0.31096333265304565 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.018185783177614212 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a horizontal angle, the camera held still, its focus fixed squarely on a stoneware casserole set against a stark black void. A strong overhead light, precisely directed at the casserole's rounded, heavy, curved top, outlines its ancient contours and casts deep shadows across its rough, dark brown and terracotta-colored surface, highlighting the fine pores and grain left by firing. Suddenly, a hairline white crack silently shatters the casserole's tranquility. Then, as if triggering a chain reaction, countless cracks spread outward from this point with astonishing speed, instantly forming a dense spiderweb that shimmers with a pale white glow in the light. In the instant the cracks spread, the entire casserole's structure reaches a breaking point. Rather than bursting outward, it violently and dramatically sags inward, collapsing inward. The solid clay instantly disintegrated under the enormous inward pressure, turning into a cloud of dust mixed with tiny fragments and a large amount of dark powder. This chaotic cloud illuminated by the top light rolled and expanded briefly in place, then slowly drifted downwards due to the loss of all support, and finally completely disappeared in the endless darkness below, leaving only nothingness.", + "seed": 353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_15/index_5393_seed_353_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07476172037422657, + "vlm_logprob": -0.07476172037422657, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07476172037422657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20259378850460052 + ], + "opposite_logprob_tokens": [ + -1.7025938034057617 + ], + "logprob_reward": -0.20259378850460052, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20259378850460052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07852312177419662, + 0.0340106263756752, + 0.017070068046450615, + 0.06437191367149353, + 0.22889895737171173, + 0.17559775710105896, + 0.1303851306438446, + 0.03596115857362747, + 0.026515662670135498, + 0.2086656093597412 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.20259378850460052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006755489390343428 + ], + "opposite_logprob_tokens": [ + -5.006755352020264 + ], + "logprob_reward": -0.006755489390343428, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006755489390343428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12420043349266052, + 0.04883691295981407, + 0.032017529010772705, + 0.12236522138118744, + 0.1419176459312439, + 0.042814500629901886, + 0.11051469296216965, + 0.024083402007818222, + 0.07827720046043396, + 0.2749723792076111 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.006755489390343428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631551939994097 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631551939994097, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631551939994097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06494984775781631, + 0.017730990424752235, + 0.018501125276088715, + 0.05859077721834183, + 0.17892040312290192, + 0.11770450323820114, + 0.197246715426445, + 0.021282128989696503, + 0.03567127138376236, + 0.28940218687057495 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.007631551939994097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703199684619904 + ], + "opposite_logprob_tokens": [ + -2.1270320415496826 + ], + "logprob_reward": -0.12703199684619904, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703199684619904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033894069492816925, + 0.02609490603208542, + 0.017691733315587044, + 0.08618196099996567, + 0.38066813349723816, + 0.07735814899206161, + 0.1438845694065094, + 0.014027023687958717, + 0.05006396770477295, + 0.170135498046875 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.12703199684619904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795775189995766 + ], + "opposite_logprob_tokens": [ + -3.5297958850860596 + ], + "logprob_reward": -0.029795775189995766, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795775189995766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03716336190700531, + 0.011926488019526005, + 0.011810129508376122, + 0.039098527282476425, + 0.12699413299560547, + 0.15314875543117523, + 0.195339173078537, + 0.06505662202835083, + 0.04253004491329193, + 0.31693270802497864 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.029795775189995766 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a horizontal angle, the camera held still, its focus fixed squarely on a stoneware casserole set against a stark black void. A strong overhead light, precisely directed at the casserole's rounded, heavy, curved top, outlines its ancient contours and casts deep shadows across its rough, dark brown and terracotta-colored surface, highlighting the fine pores and grain left by firing. Suddenly, a hairline white crack silently shatters the casserole's tranquility. Then, as if triggering a chain reaction, countless cracks spread outward from this point with astonishing speed, instantly forming a dense spiderweb that shimmers with a pale white glow in the light. In the instant the cracks spread, the entire casserole's structure reaches a breaking point. Rather than bursting outward, it violently and dramatically sags inward, collapsing inward. The solid clay instantly disintegrated under the enormous inward pressure, turning into a cloud of dust mixed with tiny fragments and a large amount of dark powder. This chaotic cloud illuminated by the top light rolled and expanded briefly in place, then slowly drifted downwards due to the loss of all support, and finally completely disappeared in the endless darkness below, leaving only nothingness.", + "seed": 354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_15/index_5393_seed_354_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1251186827197671, + "vlm_logprob": -0.1251186827197671, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.1251186827197671, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22727054357528687 + ], + "opposite_logprob_tokens": [ + -1.6022706031799316 + ], + "logprob_reward": -0.22727054357528687, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22727054357528687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18625807762145996, + 0.1414148211479187, + 0.14464743435382843, + 0.03697384521365166, + 0.035753361880779266, + 0.16724151372909546, + 0.03049588017165661, + 0.1470395177602768, + 0.04503226280212402, + 0.06514333933591843 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.22727054357528687 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005271107889711857 + ], + "opposite_logprob_tokens": [ + -5.255270957946777 + ], + "logprob_reward": -0.005271107889711857, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005271107889711857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15830959379673004, + 0.05567339435219765, + 0.07585366815328598, + 0.05159323289990425, + 0.093918576836586, + 0.13259737193584442, + 0.10145024955272675, + 0.11710226535797119, + 0.11219120025634766, + 0.10131043940782547 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.005271107889711857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281678199768066 + ], + "opposite_logprob_tokens": [ + -2.0178167819976807 + ], + "logprob_reward": -0.14281678199768066, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281678199768066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0687747448682785, + 0.0752384141087532, + 0.06374230980873108, + 0.06153574585914612, + 0.0429864339530468, + 0.053176552057266235, + 0.07808748632669449, + 0.11621037125587463, + 0.2562514543533325, + 0.1839965432882309 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.14281678199768066 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156146585941315 + ], + "opposite_logprob_tokens": [ + -1.701561450958252 + ], + "logprob_reward": -0.20156146585941315, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156146585941315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15507979691028595, + 0.03997110202908516, + 0.052667856216430664, + 0.03667018562555313, + 0.09787392616271973, + 0.09477736055850983, + 0.0393851138651371, + 0.11296510696411133, + 0.1651347279548645, + 0.2054748237133026 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.20156146585941315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a stoneware casserole against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the casserole's surface dark brown and terracotta-colored with visible fine pores and grain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hairline white crack appear and instantly spread into a dense, shimmering spiderweb pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the casserole violently sag inward and collapse rather than bursting outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the collapsing structure turn into a cloud of dust and dark powder that drifts downwards and disappears into the darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048673514276742935 + ], + "opposite_logprob_tokens": [ + -3.048673629760742 + ], + "logprob_reward": -0.048673514276742935, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048673514276742935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0770956501364708, + 0.06125907227396965, + 0.02530614286661148, + 0.024174243211746216, + 0.059852734208106995, + 0.06134750321507454, + 0.03672260418534279, + 0.15396176278591156, + 0.1931978464126587, + 0.3070824146270752 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.048673514276742935 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_2/index_tensor([3703, 3703])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_2/index_tensor([3703, 3703])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d6236239b1c7aff030cae63bc4146081e9ce550 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_2/index_tensor([3703, 3703])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a close-up of a wall clock, its hour and minute hands spinning at a visible speed, creating a series of blurry afterimages. The camera then smoothly pulls back to reveal a dimly lit children's study. At the center of the frame, a boy, approximately ten years old, wearing a blue and white striped T-shirt, hunched over a wooden desk piled high with textbooks and workbooks. He desperately tugs his hands into his tousled black hair, his fingers tugging at the roots, his body trembling with silent frustration. An old-fashioned desk lamp provides the sole source of light, its warm yellow glow illuminating the mess on the desk while casting long, deep shadows across the rest of the room. Behind him, a mother in a gray cardigan stands quietly at the edge of the shadows, her brow furrowed, her lips pressed into a serious line, her gaze darting back and forth intently at the thin report card in her hand. The scene creates a stark contrast between the rapid passage of time and the characters' frozen anxiety, creating a suffocating, stressful domestic atmosphere.", + "seed": 15961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_2/index_3703_seed_15961_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06676752166822553, + "vlm_logprob": -0.06676752166822553, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.06676752166822553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012818558141589165 + ], + "opposite_logprob_tokens": [ + -4.512818336486816 + ], + "logprob_reward": -0.012818558141589165, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012818558141589165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2244933396577835, + 0.1325535625219345, + 0.11268463730812073, + 0.05803750455379486, + 0.0826473981142044, + 0.09871983528137207, + 0.07127455621957779, + 0.07614791393280029, + 0.04957018047571182, + 0.09387107938528061 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012818558141589165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822218857705593 + ], + "opposite_logprob_tokens": [ + -4.018222332000732 + ], + "logprob_reward": -0.01822218857705593, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822218857705593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10785897076129913, + 0.15153959393501282, + 0.23542159795761108, + 0.06601376831531525, + 0.12814660370349884, + 0.06310846656560898, + 0.07964955270290375, + 0.06722283363342285, + 0.03439357131719589, + 0.06664501875638962 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.01822218857705593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639123592525721 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007639123592525721, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639123592525721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04232681542634964, + 0.08604785799980164, + 0.12773238122463226, + 0.0662396103143692, + 0.10159648209810257, + 0.0737200602889061, + 0.11143260449171066, + 0.04161316528916359, + 0.03473867103457451, + 0.31455227732658386 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.007639123592525721 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306385666131973 + ], + "opposite_logprob_tokens": [ + -3.1680638790130615 + ], + "logprob_reward": -0.04306385666131973, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306385666131973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0543910376727581, + 0.13283492624759674, + 0.2490629106760025, + 0.08017657697200775, + 0.10441239178180695, + 0.06195638328790665, + 0.10880236327648163, + 0.08900947123765945, + 0.06783855706453323, + 0.051515381783246994 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.04306385666131973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520938813686371 + ], + "opposite_logprob_tokens": [ + -1.5020939111709595 + ], + "logprob_reward": -0.2520938813686371, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520938813686371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03986435756087303, + 0.05882647633552551, + 0.12767121195793152, + 0.10222683101892471, + 0.17049437761306763, + 0.05781685933470726, + 0.03668986260890961, + 0.10345899313688278, + 0.013673888519406319, + 0.28927716612815857 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.2520938813686371 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a close-up of a wall clock, its hour and minute hands spinning at a visible speed, creating a series of blurry afterimages. The camera then smoothly pulls back to reveal a dimly lit children's study. At the center of the frame, a boy, approximately ten years old, wearing a blue and white striped T-shirt, hunched over a wooden desk piled high with textbooks and workbooks. He desperately tugs his hands into his tousled black hair, his fingers tugging at the roots, his body trembling with silent frustration. An old-fashioned desk lamp provides the sole source of light, its warm yellow glow illuminating the mess on the desk while casting long, deep shadows across the rest of the room. Behind him, a mother in a gray cardigan stands quietly at the edge of the shadows, her brow furrowed, her lips pressed into a serious line, her gaze darting back and forth intently at the thin report card in her hand. The scene creates a stark contrast between the rapid passage of time and the characters' frozen anxiety, creating a suffocating, stressful domestic atmosphere.", + "seed": 15962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_2/index_3703_seed_15962_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.050047561340034005, + "vlm_logprob": -0.050047561340034005, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.050047561340034005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015060174278914928 + ], + "opposite_logprob_tokens": [ + -4.390059947967529 + ], + "logprob_reward": -0.015060174278914928, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015060174278914928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19875679910182953, + 0.09186805784702301, + 0.13616402447223663, + 0.14022976160049438, + 0.10111019760370255, + 0.04972933977842331, + 0.07209255546331406, + 0.07577443867921829, + 0.08320862799882889, + 0.05106610804796219 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.015060174278914928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012575849890708923 + ], + "opposite_logprob_tokens": [ + -4.387575626373291 + ], + "logprob_reward": -0.012575849890708923, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012575849890708923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08589573949575424, + 0.05929553508758545, + 0.17926500737667084, + 0.16475394368171692, + 0.13338921964168549, + 0.0583295039832592, + 0.0633121132850647, + 0.07552258670330048, + 0.14318987727165222, + 0.037046484649181366 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.012575849890708923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596671849489212 + ], + "opposite_logprob_tokens": [ + -3.895596742630005 + ], + "logprob_reward": -0.020596671849489212, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596671849489212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038116514682769775, + 0.06649237126111984, + 0.03392615169286728, + 0.06715087592601776, + 0.07469397783279419, + 0.07449692487716675, + 0.09311249107122421, + 0.14035534858703613, + 0.3572178781032562, + 0.054437410086393356 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.020596671849489212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907010406255722 + ], + "opposite_logprob_tokens": [ + -2.4640700817108154 + ], + "logprob_reward": -0.08907010406255722, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907010406255722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11596474051475525, + 0.06668204069137573, + 0.07453587651252747, + 0.11249218136072159, + 0.06302601099014282, + 0.07397846132516861, + 0.07612574100494385, + 0.21996760368347168, + 0.12001393735408783, + 0.07721337676048279 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.08907010406255722 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293500661849976 + ], + "opposite_logprob_tokens": [ + -2.2379350662231445 + ], + "logprob_reward": -0.11293500661849976, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293500661849976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05603303387761116, + 0.039782095700502396, + 0.07474513351917267, + 0.08337301760911942, + 0.06369736045598984, + 0.15233293175697327, + 0.1954888105392456, + 0.13222481310367584, + 0.1674068570137024, + 0.03491591662168503 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.11293500661849976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a close-up of a wall clock, its hour and minute hands spinning at a visible speed, creating a series of blurry afterimages. The camera then smoothly pulls back to reveal a dimly lit children's study. At the center of the frame, a boy, approximately ten years old, wearing a blue and white striped T-shirt, hunched over a wooden desk piled high with textbooks and workbooks. He desperately tugs his hands into his tousled black hair, his fingers tugging at the roots, his body trembling with silent frustration. An old-fashioned desk lamp provides the sole source of light, its warm yellow glow illuminating the mess on the desk while casting long, deep shadows across the rest of the room. Behind him, a mother in a gray cardigan stands quietly at the edge of the shadows, her brow furrowed, her lips pressed into a serious line, her gaze darting back and forth intently at the thin report card in her hand. The scene creates a stark contrast between the rapid passage of time and the characters' frozen anxiety, creating a suffocating, stressful domestic atmosphere.", + "seed": 15963, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_2/index_3703_seed_15963_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05942205190658569, + "vlm_logprob": -0.05942205190658569, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05942205190658569, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015726353973150253 + ], + "opposite_logprob_tokens": [ + -4.265726566314697 + ], + "logprob_reward": -0.015726353973150253, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015726353973150253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49178725481033325, + 0.08161196857690811, + 0.06074075773358345, + 0.07713022083044052, + 0.06103799492120743, + 0.050215449184179306, + 0.04291180893778801, + 0.07757465541362762, + 0.02946600690484047, + 0.02752387709915638 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.015726353973150253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332056686282158 + ], + "opposite_logprob_tokens": [ + -3.7733206748962402 + ], + "logprob_reward": -0.02332056686282158, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332056686282158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2688805162906647, + 0.22125627100467682, + 0.12130158394575119, + 0.03924782946705818, + 0.05145609378814697, + 0.08303027600049973, + 0.05072725936770439, + 0.08159052580595016, + 0.03725714236497879, + 0.04525253549218178 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02332056686282158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083501279354095 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.016083501279354095, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083501279354095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1763545125722885, + 0.05802080035209656, + 0.0838748961687088, + 0.14858490228652954, + 0.07793214172124863, + 0.11738895624876022, + 0.10223996639251709, + 0.10660374164581299, + 0.062916599214077, + 0.06608346849679947 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.016083501279354095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620722621679306 + ], + "opposite_logprob_tokens": [ + -2.812072277069092 + ], + "logprob_reward": -0.0620722621679306, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620722621679306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5707125067710876, + 0.031483445316553116, + 0.05713798850774765, + 0.15440285205841064, + 0.052161578088998795, + 0.0333164781332016, + 0.025663821026682854, + 0.01897478848695755, + 0.031901974231004715, + 0.02424461953341961 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0620722621679306 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990757524967194 + ], + "opposite_logprob_tokens": [ + -1.8049075603485107 + ], + "logprob_reward": -0.17990757524967194, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990757524967194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18089362978935242, + 0.059130311012268066, + 0.0751890018582344, + 0.05025877058506012, + 0.08049415051937103, + 0.10932037234306335, + 0.12504857778549194, + 0.175311878323555, + 0.06806565076112747, + 0.0762876346707344 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.17990757524967194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a close-up of a wall clock, its hour and minute hands spinning at a visible speed, creating a series of blurry afterimages. The camera then smoothly pulls back to reveal a dimly lit children's study. At the center of the frame, a boy, approximately ten years old, wearing a blue and white striped T-shirt, hunched over a wooden desk piled high with textbooks and workbooks. He desperately tugs his hands into his tousled black hair, his fingers tugging at the roots, his body trembling with silent frustration. An old-fashioned desk lamp provides the sole source of light, its warm yellow glow illuminating the mess on the desk while casting long, deep shadows across the rest of the room. Behind him, a mother in a gray cardigan stands quietly at the edge of the shadows, her brow furrowed, her lips pressed into a serious line, her gaze darting back and forth intently at the thin report card in her hand. The scene creates a stark contrast between the rapid passage of time and the characters' frozen anxiety, creating a suffocating, stressful domestic atmosphere.", + "seed": 15964, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_2/index_3703_seed_15964_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.043914132937788966, + "vlm_logprob": -0.043914132937788966, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.043914132937788966, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025493238121271133 + ], + "opposite_logprob_tokens": [ + -3.7754931449890137 + ], + "logprob_reward": -0.025493238121271133, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025493238121271133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19184863567352295, + 0.08481959998607635, + 0.09605663269758224, + 0.08457700908184052, + 0.04800470545887947, + 0.1368389129638672, + 0.20294535160064697, + 0.03800981864333153, + 0.0857040211558342, + 0.03119533881545067 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.025493238121271133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008672431111335754 + ], + "opposite_logprob_tokens": [ + -4.75867223739624 + ], + "logprob_reward": -0.008672431111335754, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008672431111335754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21581262350082397, + 0.07144012302160263, + 0.10909389704465866, + 0.07602901011705399, + 0.07802136987447739, + 0.10768763720989227, + 0.08478335291147232, + 0.061809372156858444, + 0.0466344840824604, + 0.14868810772895813 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.008672431111335754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354322209954262 + ], + "opposite_logprob_tokens": [ + -3.6513543128967285 + ], + "logprob_reward": -0.026354322209954262, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354322209954262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12968909740447998, + 0.042846087366342545, + 0.08183367550373077, + 0.111496701836586, + 0.09927201271057129, + 0.11782240122556686, + 0.21899397671222687, + 0.08443133533000946, + 0.03985566273331642, + 0.07375907152891159 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.026354322209954262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002615183591843 + ], + "opposite_logprob_tokens": [ + -2.695026159286499 + ], + "logprob_reward": -0.07002615183591843, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002615183591843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14787329733371735, + 0.08871904760599136, + 0.09120433777570724, + 0.18512502312660217, + 0.10482053458690643, + 0.11913666874170303, + 0.1049378290772438, + 0.03516748920083046, + 0.08300603181123734, + 0.04000978544354439 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.07002615183591843 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a close-up of a wall clock with spinning hands creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera smoothly pull back to reveal a dimly lit children's study?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a boy approximately ten years old wearing a blue and white striped T-shirt visible hunched over a wooden desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boy shown tugging at his tousled black hair while his body trembles with frustration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a mother in a gray cardigan visible standing in the shadows holding a thin report card?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902452141046524 + ], + "opposite_logprob_tokens": [ + -2.464024543762207 + ], + "logprob_reward": -0.08902452141046524, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902452141046524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1567455232143402, + 0.06384231150150299, + 0.11436808854341507, + 0.08834666758775711, + 0.16887009143829346, + 0.07386355847120285, + 0.14226678013801575, + 0.11329510062932968, + 0.03404079005122185, + 0.04436115175485611 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.08902452141046524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_3/index_tensor([1459, 1459])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_3/index_tensor([1459, 1459])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d0e337c87c0426bbbbc641d8deb64f42a712904 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_3/index_tensor([1459, 1459])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot follows the side of a sailboat, moving forward in a smooth tracking motion, evoking an immersive sense of sailing. A classic sloop, with a sleek white fiberglass hull and a deep blue antifouling paint on the lower half, plows through the deep azure waters. The massive mainsail and foresail, fully filled by the strong wind, create a full, powerful arc, the visible texture and stitching details of the sails striking in the sunlight. The boat rises and falls rhythmically with the waves, and the deep blue waves crash powerfully against the side, stirring up layers of white spray and a fine mist. Some of the water even splashes onto the camera, momentarily blurring the image before quickly sliding back down. The bright afternoon sun casts countless sparkling diamond-like points of light on the shimmering sea, illuminating the boat's wet teak deck and gleaming metal railings, creating a visual effect of ultra-high-definition realism. The horizon is clearly visible in the distance, dividing the sky, dotted with a few fluffy white clouds, from the vast ocean. The entire picture is full of a magnificent sense of adventure and freedom, while also showing an awe-inspiring force of nature.", + "seed": 28582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_3/index_1459_seed_28582_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02878631167113781, + "vlm_logprob": -0.02878631167113781, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02878631167113781, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07132406532764435 + ], + "opposite_logprob_tokens": [ + -2.696324110031128 + ], + "logprob_reward": -0.07132406532764435, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07132406532764435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07412268221378326, + 0.08638481050729752, + 0.04657908156514168, + 0.02474602498114109, + 0.06208480894565582, + 0.14651279151439667, + 0.04203980788588524, + 0.11525483429431915, + 0.3514167070388794, + 0.0508585087954998 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.07132406532764435 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043102677911520004 + ], + "opposite_logprob_tokens": [ + -3.168102741241455 + ], + "logprob_reward": -0.043102677911520004, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043102677911520004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07336792349815369, + 0.1696847826242447, + 0.03281513601541519, + 0.019033998250961304, + 0.059599265456199646, + 0.20136813819408417, + 0.08290758728981018, + 0.1461908370256424, + 0.155420184135437, + 0.05961213633418083 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.043102677911520004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733820773661137 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006733820773661137, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733820773661137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10101525485515594, + 0.1540679633617401, + 0.08956271409988403, + 0.09636000543832779, + 0.09453999251127243, + 0.19234764575958252, + 0.04971638694405556, + 0.03812374174594879, + 0.10858534276485443, + 0.07568096369504929 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.006733820773661137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196044661104679 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002196044661104679, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196044661104679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12373761832714081, + 0.045422203838825226, + 0.13128910958766937, + 0.050915054976940155, + 0.0807991549372673, + 0.2923915684223175, + 0.03592952713370323, + 0.10648386180400848, + 0.04876140505075455, + 0.08427052199840546 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.002196044661104679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057494968175888 + ], + "opposite_logprob_tokens": [ + -3.8955750465393066 + ], + "logprob_reward": -0.02057494968175888, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057494968175888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11684323102235794, + 0.0927189290523529, + 0.062343478202819824, + 0.0857633426785469, + 0.06874632090330124, + 0.07497363537549973, + 0.14308682084083557, + 0.21152135729789734, + 0.08776085823774338, + 0.05624203011393547 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.02057494968175888 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot follows the side of a sailboat, moving forward in a smooth tracking motion, evoking an immersive sense of sailing. A classic sloop, with a sleek white fiberglass hull and a deep blue antifouling paint on the lower half, plows through the deep azure waters. The massive mainsail and foresail, fully filled by the strong wind, create a full, powerful arc, the visible texture and stitching details of the sails striking in the sunlight. The boat rises and falls rhythmically with the waves, and the deep blue waves crash powerfully against the side, stirring up layers of white spray and a fine mist. Some of the water even splashes onto the camera, momentarily blurring the image before quickly sliding back down. The bright afternoon sun casts countless sparkling diamond-like points of light on the shimmering sea, illuminating the boat's wet teak deck and gleaming metal railings, creating a visual effect of ultra-high-definition realism. The horizon is clearly visible in the distance, dividing the sky, dotted with a few fluffy white clouds, from the vast ocean. The entire picture is full of a magnificent sense of adventure and freedom, while also showing an awe-inspiring force of nature.", + "seed": 28583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_3/index_1459_seed_28583_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10391455064527691, + "vlm_logprob": -0.10391455064527691, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.10391455064527691, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3492187559604645 + ], + "opposite_logprob_tokens": [ + -1.224218726158142 + ], + "logprob_reward": -0.3492187559604645, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3492187559604645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18614408373832703, + 0.07803849875926971, + 0.04242536053061485, + 0.03279413282871246, + 0.1367676705121994, + 0.07756312191486359, + 0.11045420914888382, + 0.02186448685824871, + 0.03443966433405876, + 0.2795088291168213 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.3492187559604645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711021304130554 + ], + "opposite_logprob_tokens": [ + -2.127110242843628 + ], + "logprob_reward": -0.12711021304130554, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711021304130554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35376131534576416, + 0.042141783982515335, + 0.053870461881160736, + 0.039489004760980606, + 0.10605109483003616, + 0.05999484658241272, + 0.05102917551994324, + 0.03845775127410889, + 0.06786905974149704, + 0.18733558058738708 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.12711021304130554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036128980573266745 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036128980573266745, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036128980573266745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21279320120811462, + 0.07614177465438843, + 0.10991848260164261, + 0.037505097687244415, + 0.11487139016389847, + 0.06283476203680038, + 0.0842026099562645, + 0.05590083450078964, + 0.09932132810354233, + 0.14651049673557281 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0036128980573266745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944311618804932 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944311618804932, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944311618804932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11440808326005936, + 0.17912916839122772, + 0.10061969608068466, + 0.03537198528647423, + 0.07980892807245255, + 0.06992210447788239, + 0.05961642786860466, + 0.05174185335636139, + 0.05445697158575058, + 0.2549247741699219 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.005944311618804932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033686574548482895 + ], + "opposite_logprob_tokens": [ + -3.408686637878418 + ], + "logprob_reward": -0.033686574548482895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033686574548482895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11648890376091003, + 0.09233851730823517, + 0.18036898970603943, + 0.026164846494793892, + 0.03730577602982521, + 0.04296040162444115, + 0.009819475002586842, + 0.009836193174123764, + 0.021444030106067657, + 0.4632728397846222 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.033686574548482895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot follows the side of a sailboat, moving forward in a smooth tracking motion, evoking an immersive sense of sailing. A classic sloop, with a sleek white fiberglass hull and a deep blue antifouling paint on the lower half, plows through the deep azure waters. The massive mainsail and foresail, fully filled by the strong wind, create a full, powerful arc, the visible texture and stitching details of the sails striking in the sunlight. The boat rises and falls rhythmically with the waves, and the deep blue waves crash powerfully against the side, stirring up layers of white spray and a fine mist. Some of the water even splashes onto the camera, momentarily blurring the image before quickly sliding back down. The bright afternoon sun casts countless sparkling diamond-like points of light on the shimmering sea, illuminating the boat's wet teak deck and gleaming metal railings, creating a visual effect of ultra-high-definition realism. The horizon is clearly visible in the distance, dividing the sky, dotted with a few fluffy white clouds, from the vast ocean. The entire picture is full of a magnificent sense of adventure and freedom, while also showing an awe-inspiring force of nature.", + "seed": 28584, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_3/index_1459_seed_28584_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009834818192757666, + "vlm_logprob": -0.009834818192757666, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.009834818192757666, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022506635636091232 + ], + "opposite_logprob_tokens": [ + -3.8975067138671875 + ], + "logprob_reward": -0.022506635636091232, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022506635636091232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15412995219230652, + 0.04331132024526596, + 0.1126408502459526, + 0.08705482631921768, + 0.05208085477352142, + 0.22730326652526855, + 0.04978850856423378, + 0.051959358155727386, + 0.15364283323287964, + 0.06808824092149734 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.022506635636091232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181990098208189 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.0181990098208189, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181990098208189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12192123383283615, + 0.08690984547138214, + 0.14208203554153442, + 0.05445912107825279, + 0.09033240377902985, + 0.08192828297615051, + 0.1153663918375969, + 0.10102450847625732, + 0.11229649931192398, + 0.09367968142032623 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.0181990098208189 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246798042207956 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246798042207956, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246798042207956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11306393146514893, + 0.08951043337583542, + 0.10685914009809494, + 0.06505167484283447, + 0.06808142364025116, + 0.25792396068573, + 0.06078037619590759, + 0.07982905954122543, + 0.10779554396867752, + 0.05110446736216545 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.005246798042207956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017108578467741609 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017108578467741609, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017108578467741609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09319330751895905, + 0.07378844171762466, + 0.2996034324169159, + 0.09238442033529282, + 0.037718307226896286, + 0.10987189412117004, + 0.057776667177677155, + 0.15676318109035492, + 0.0438818633556366, + 0.035018496215343475 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.0017108578467741609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00151078961789608 + ], + "opposite_logprob_tokens": [ + -6.5015106201171875 + ], + "logprob_reward": -0.00151078961789608, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.00151078961789608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11546272039413452, + 0.053936395794153214, + 0.06301761418581009, + 0.06581101566553116, + 0.09131079167127609, + 0.051638536155223846, + 0.04581521078944206, + 0.07137148827314377, + 0.10344355553388596, + 0.3381926715373993 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.00151078961789608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot follows the side of a sailboat, moving forward in a smooth tracking motion, evoking an immersive sense of sailing. A classic sloop, with a sleek white fiberglass hull and a deep blue antifouling paint on the lower half, plows through the deep azure waters. The massive mainsail and foresail, fully filled by the strong wind, create a full, powerful arc, the visible texture and stitching details of the sails striking in the sunlight. The boat rises and falls rhythmically with the waves, and the deep blue waves crash powerfully against the side, stirring up layers of white spray and a fine mist. Some of the water even splashes onto the camera, momentarily blurring the image before quickly sliding back down. The bright afternoon sun casts countless sparkling diamond-like points of light on the shimmering sea, illuminating the boat's wet teak deck and gleaming metal railings, creating a visual effect of ultra-high-definition realism. The horizon is clearly visible in the distance, dividing the sky, dotted with a few fluffy white clouds, from the vast ocean. The entire picture is full of a magnificent sense of adventure and freedom, while also showing an awe-inspiring force of nature.", + "seed": 28585, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_3/index_1459_seed_28585_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01315991731826216, + "vlm_logprob": -0.01315991731826216, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.01315991731826216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03432952240109444 + ], + "opposite_logprob_tokens": [ + -3.409329414367676 + ], + "logprob_reward": -0.03432952240109444, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03432952240109444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1441449522972107, + 0.06204105168581009, + 0.04602422937750816, + 0.034986335784196854, + 0.022672560065984726, + 0.07809305936098099, + 0.07927737385034561, + 0.07633218169212341, + 0.17228877544403076, + 0.28413957357406616 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03432952240109444 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079159453511238 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016079159453511238, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079159453511238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11575330793857574, + 0.033191826194524765, + 0.021996665745973587, + 0.03655088320374489, + 0.017524173483252525, + 0.05230899900197983, + 0.05137883126735687, + 0.10656297951936722, + 0.4060439169406891, + 0.15868836641311646 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.016079159453511238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247391294687986 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247391294687986, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247391294687986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0869920626282692, + 0.062385834753513336, + 0.06355389952659607, + 0.02417791821062565, + 0.044388119131326675, + 0.24201203882694244, + 0.14180317521095276, + 0.12937131524085999, + 0.11505025625228882, + 0.09026538580656052 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.005247391294687986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001511027687229216 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.001511027687229216, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001511027687229216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13137441873550415, + 0.05555136129260063, + 0.06530362367630005, + 0.05752863734960556, + 0.10185150802135468, + 0.22658009827136993, + 0.0734785720705986, + 0.0892595425248146, + 0.11707210540771484, + 0.08200005441904068 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.001511027687229216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classic sloop sailboat with a white fiberglass hull and deep blue antifouling paint on the lower half?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the massive mainsail and foresail fully filled with wind, showing visible texture and stitching details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera follow the side of the boat in a smooth tracking motion from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a deep azure ocean with white spray and mist crashing against the boat's side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show water splashing onto the camera lens, momentarily blurring the image before clearing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632485754787922 + ], + "opposite_logprob_tokens": [ + -4.758632659912109 + ], + "logprob_reward": -0.008632485754787922, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632485754787922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023263799026608467, + 0.019716154783964157, + 0.01933605968952179, + 0.014433379285037518, + 0.012625165283679962, + 0.05853504315018654, + 0.41717126965522766, + 0.027845090255141258, + 0.3697826862335205, + 0.03729134798049927 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.008632485754787922 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_4/index_tensor([8850, 8850])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_4/index_tensor([8850, 8850])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5f7ceaefde523329ba6f9558f2ce806b925c1279 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_4/index_tensor([8850, 8850])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot frames a simple, clear glass filled with water against a deep, featureless black background. A round, white, talc tablet is dropped into the water, and as it immerses itself, it explodes into a violent chemical reaction. The scene is rendered in dramatic, high-contrast black and white, with a sharp key light from the side sculpting every detail. A chaotic hiss of bright white microbubbles erupts violently from the tablet's surface, forming a turbulent, upward-rushing column that stirs the dark water. The tablet itself rapidly tumbles and disintegrates, releasing larger, shimmering bubbles that rush to the surface and burst. The visual is a powerful, contained storm, the stark white of the flaky chaos contrasting sharply with the inky black water, emphasizing the primal, kinetic energy of the dissolution.", + "seed": 14245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_4/index_8850_seed_14245_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08738834499381483, + "vlm_logprob": -0.08738834499381483, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.08738834499381483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04005628079175949 + ], + "opposite_logprob_tokens": [ + -3.2900562286376953 + ], + "logprob_reward": -0.04005628079175949, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04005628079175949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14395277202129364, + 0.08092822134494781, + 0.039763107895851135, + 0.20986120402812958, + 0.028017230331897736, + 0.04076980799436569, + 0.30471089482307434, + 0.06995458900928497, + 0.05021809786558151, + 0.03182408958673477 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.04005628079175949 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004737854003906 + ], + "opposite_logprob_tokens": [ + -2.695047378540039 + ], + "logprob_reward": -0.07004737854003906, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004737854003906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4905581474304199, + 0.06093023717403412, + 0.04147729650139809, + 0.14219608902931213, + 0.06307273358106613, + 0.021385353058576584, + 0.0516229122877121, + 0.033458612859249115, + 0.07328791171312332, + 0.022010676562786102 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.07004737854003906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036206187214702368 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036206187214702368, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036206187214702368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22580565512180328, + 0.08639604598283768, + 0.06891480833292007, + 0.19921045005321503, + 0.09731876850128174, + 0.09011049568653107, + 0.09560972452163696, + 0.037337448447942734, + 0.07337632030248642, + 0.025920286774635315 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0036206187214702368 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979274045675993 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.00979274045675993, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979274045675993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09975474327802658, + 0.23176808655261993, + 0.04743603989481926, + 0.14195090532302856, + 0.14634080231189728, + 0.07210694998502731, + 0.09744472801685333, + 0.023360634222626686, + 0.0442977212369442, + 0.0955394059419632 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.00979274045675993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134247064590454 + ], + "opposite_logprob_tokens": [ + -1.3134247064590454 + ], + "logprob_reward": -0.3134247064590454, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134247064590454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06412354856729507, + 0.133542999625206, + 0.04534444957971573, + 0.1322554498910904, + 0.06826625764369965, + 0.05509338900446892, + 0.21783605217933655, + 0.1159125566482544, + 0.13697725534439087, + 0.030648019164800644 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.3134247064590454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot frames a simple, clear glass filled with water against a deep, featureless black background. A round, white, talc tablet is dropped into the water, and as it immerses itself, it explodes into a violent chemical reaction. The scene is rendered in dramatic, high-contrast black and white, with a sharp key light from the side sculpting every detail. A chaotic hiss of bright white microbubbles erupts violently from the tablet's surface, forming a turbulent, upward-rushing column that stirs the dark water. The tablet itself rapidly tumbles and disintegrates, releasing larger, shimmering bubbles that rush to the surface and burst. The visual is a powerful, contained storm, the stark white of the flaky chaos contrasting sharply with the inky black water, emphasizing the primal, kinetic energy of the dissolution.", + "seed": 14246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_4/index_8850_seed_14246_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1302910943515599, + "vlm_logprob": -0.1302910943515599, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.1302910943515599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2019936591386795 + ], + "opposite_logprob_tokens": [ + -1.701993703842163 + ], + "logprob_reward": -0.2019936591386795, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2019936591386795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2631826400756836, + 0.12208199501037598, + 0.16012148559093475, + 0.04158705472946167, + 0.18994379043579102, + 0.032187312841415405, + 0.06656928360462189, + 0.046136416494846344, + 0.038050152361392975, + 0.04013984277844429 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.2019936591386795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799486130475998 + ], + "opposite_logprob_tokens": [ + -1.8049485683441162 + ], + "logprob_reward": -0.1799486130475998, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799486130475998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1520906239748001, + 0.14011932909488678, + 0.14330406486988068, + 0.10913605988025665, + 0.1363763064146042, + 0.04266492277383804, + 0.14833390712738037, + 0.05396952107548714, + 0.04325602948665619, + 0.030749334022402763 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.1799486130475998 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797343984246254 + ], + "opposite_logprob_tokens": [ + -4.6347975730896 + ], + "logprob_reward": -0.009797343984246254, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797343984246254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20218808948993683, + 0.0526033416390419, + 0.10634448379278183, + 0.03679163008928299, + 0.29406020045280457, + 0.027646364644169807, + 0.14556413888931274, + 0.04192512482404709, + 0.0631350502371788, + 0.029741570353507996 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.009797343984246254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640779484063387 + ], + "opposite_logprob_tokens": [ + -4.882640838623047 + ], + "logprob_reward": -0.007640779484063387, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640779484063387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11292079091072083, + 0.08288915455341339, + 0.25990810990333557, + 0.06961429864168167, + 0.22088059782981873, + 0.03605186566710472, + 0.07671121507883072, + 0.028290508314967155, + 0.06079404056072235, + 0.05193942040205002 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.007640779484063387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207507610321045 + ], + "opposite_logprob_tokens": [ + -1.5020750761032104 + ], + "logprob_reward": -0.25207507610321045, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207507610321045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09753444790840149, + 0.07661633938550949, + 0.12878179550170898, + 0.09375862032175064, + 0.08233704417943954, + 0.0841442197561264, + 0.2722606360912323, + 0.0581490583717823, + 0.04132745787501335, + 0.06509041786193848 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.25207507610321045 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot frames a simple, clear glass filled with water against a deep, featureless black background. A round, white, talc tablet is dropped into the water, and as it immerses itself, it explodes into a violent chemical reaction. The scene is rendered in dramatic, high-contrast black and white, with a sharp key light from the side sculpting every detail. A chaotic hiss of bright white microbubbles erupts violently from the tablet's surface, forming a turbulent, upward-rushing column that stirs the dark water. The tablet itself rapidly tumbles and disintegrates, releasing larger, shimmering bubbles that rush to the surface and burst. The visual is a powerful, contained storm, the stark white of the flaky chaos contrasting sharply with the inky black water, emphasizing the primal, kinetic energy of the dissolution.", + "seed": 14247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_4/index_8850_seed_14247_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1284943038597703, + "vlm_logprob": -0.1284943038597703, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.1284943038597703, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012008516117930412 + ], + "opposite_logprob_tokens": [ + -4.5120086669921875 + ], + "logprob_reward": -0.012008516117930412, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012008516117930412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19531705975532532, + 0.3664817810058594, + 0.1070483922958374, + 0.08614332228899002, + 0.036208465695381165, + 0.06344367563724518, + 0.04116099700331688, + 0.02099701203405857, + 0.035679541528224945, + 0.04751981794834137 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012008516117930412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558769583702087 + ], + "opposite_logprob_tokens": [ + -1.6005877256393433 + ], + "logprob_reward": -0.22558769583702087, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558769583702087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20146030187606812, + 0.13335676491260529, + 0.12950675189495087, + 0.06495413184165955, + 0.07075924426317215, + 0.08634831756353378, + 0.11404309421777725, + 0.03979126363992691, + 0.07769516110420227, + 0.08208493888378143 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.22558769583702087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742938421666622 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742938421666622, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742938421666622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2897390127182007, + 0.11746589094400406, + 0.16990068554878235, + 0.05587701126933098, + 0.06587667018175125, + 0.08596765995025635, + 0.04708819091320038, + 0.05421781912446022, + 0.07847200334072113, + 0.0353950560092926 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.006742938421666622 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108582317829132 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.01108582317829132, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108582317829132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12167409062385559, + 0.1546681523323059, + 0.130422905087471, + 0.07188823819160461, + 0.09775672852993011, + 0.05359557643532753, + 0.13837623596191406, + 0.05553178861737251, + 0.10039600729942322, + 0.07569019496440887 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.01108582317829132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38704654574394226 + ], + "opposite_logprob_tokens": [ + -1.1370465755462646 + ], + "logprob_reward": -0.38704654574394226, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38704654574394226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17030589282512665, + 0.18910133838653564, + 0.11946810781955719, + 0.03611817583441734, + 0.10034450143575668, + 0.03316856175661087, + 0.045860614627599716, + 0.11092723160982132, + 0.1394055038690567, + 0.055300094187259674 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.38704654574394226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot frames a simple, clear glass filled with water against a deep, featureless black background. A round, white, talc tablet is dropped into the water, and as it immerses itself, it explodes into a violent chemical reaction. The scene is rendered in dramatic, high-contrast black and white, with a sharp key light from the side sculpting every detail. A chaotic hiss of bright white microbubbles erupts violently from the tablet's surface, forming a turbulent, upward-rushing column that stirs the dark water. The tablet itself rapidly tumbles and disintegrates, releasing larger, shimmering bubbles that rush to the surface and burst. The visual is a powerful, contained storm, the stark white of the flaky chaos contrasting sharply with the inky black water, emphasizing the primal, kinetic energy of the dissolution.", + "seed": 14248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_4/index_8850_seed_14248_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1126008691266179, + "vlm_logprob": -0.1126008691266179, + "vlm_yes_no_margin": 3.224999988079071, + "vlm_token_credit": -0.1126008691266179, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04059259220957756 + ], + "opposite_logprob_tokens": [ + -3.290592670440674 + ], + "logprob_reward": -0.04059259220957756, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04059259220957756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15745270252227783, + 0.09222524613142014, + 0.04754575714468956, + 0.10394705086946487, + 0.03448749706149101, + 0.08386365324258804, + 0.04495992511510849, + 0.044923149049282074, + 0.36079227924346924, + 0.02980271726846695 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.04059259220957756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037744283676147 + ], + "opposite_logprob_tokens": [ + -1.9103775024414062 + ], + "logprob_reward": -0.16037744283676147, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037744283676147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08102352917194366, + 0.06315018981695175, + 0.01393402274698019, + 0.07467983663082123, + 0.12423481792211533, + 0.056805677711963654, + 0.08478309214115143, + 0.022688116878271103, + 0.1667252779006958, + 0.3119754195213318 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.16037744283676147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003621806390583515 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.003621806390583515, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003621806390583515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19983679056167603, + 0.13100887835025787, + 0.04868539795279503, + 0.09997368603944778, + 0.09960978478193283, + 0.11220967769622803, + 0.06387133151292801, + 0.03530114144086838, + 0.15660390257835388, + 0.05289940908551216 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.003621806390583515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097922682762146 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.0097922682762146, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097922682762146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10874158143997192, + 0.0872277244925499, + 0.04465804621577263, + 0.052108049392700195, + 0.2457866668701172, + 0.04352976754307747, + 0.042001694440841675, + 0.08060064911842346, + 0.25067055225372314, + 0.04467521235346794 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0097922682762146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass filled with water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, featureless black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a round, white tablet dropped into the water and shown disintegrating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style high-contrast black and white with a sharp key light from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486202359199524 + ], + "opposite_logprob_tokens": [ + -1.2236201763153076 + ], + "logprob_reward": -0.3486202359199524, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486202359199524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10183589905500412, + 0.15341253578662872, + 0.12614451348781586, + 0.1578689068555832, + 0.07493210583925247, + 0.06769827753305435, + 0.08020750433206558, + 0.07254872471094131, + 0.1108807846903801, + 0.05447082221508026 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.3486202359199524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_5/index_tensor([8967, 8967])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_5/index_tensor([8967, 8967])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..63d8b09629395ff98922251a74c5eb7f3cfdb0f4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_5/index_tensor([8967, 8967])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, almost motionless shot, shot from a slightly upward angle, locks the viewer's gaze firmly on a boundless, rolling sea of clouds. A resolute Eastern warrior stands barefoot on the tip of a slender, emerald green bamboo pole. His long, jet-black hair is tied into a high bun with a simple cloth belt. A few strands, blown by the sharp wind from high above, gently brush against his angular features. He wears a loose, washed-bleached linen warrior's uniform, its sleeves rustling in the wind. His core remains rock-solid, swaying only subtly, imperceptibly, against the force of the swaying bamboo pole. The camera meticulously captures his deep, unwavering eyes, revealing a calmness and focus beyond his years, as if at one with the universe. Beneath his feet, the tip of the bamboo pole, bearing his entire weight, vibrated visibly and at high frequency due to the combined forces of wind and gravity, creating a stark contrast to the absolute stability of his upper body. The first rays of golden morning sunlight pierced the clouds, casting a warm glow on his bronzed skin and capturing every detail of his tense toes gripping the slippery pole. The entire scene, shrouded in a vast sense of loneliness, was imbued with an ultimate, restrained, and powerful tension, creating an otherworldly martial arts realm.", + "seed": 25113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_5/index_8967_seed_25113_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.031215365324169398, + "vlm_logprob": -0.031215365324169398, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.031215365324169398, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031567689031362534 + ], + "opposite_logprob_tokens": [ + -3.9065675735473633 + ], + "logprob_reward": -0.031567689031362534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.031567689031362534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21217313408851624, + 0.05227500572800636, + 0.05297026410698891, + 0.060911860316991806, + 0.03816122189164162, + 0.02027864195406437, + 0.08413895219564438, + 0.28566163778305054, + 0.10650500655174255, + 0.08692427724599838 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.031567689031362534 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004593312740326 + ], + "opposite_logprob_tokens": [ + -2.6950459480285645 + ], + "logprob_reward": -0.07004593312740326, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004593312740326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20882971584796906, + 0.03314416855573654, + 0.0910751074552536, + 0.08788987249135971, + 0.037539005279541016, + 0.01520519983023405, + 0.04178565368056297, + 0.035533253103494644, + 0.17037925124168396, + 0.27861881256103516 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.07004593312740326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057693526148796 + ], + "opposite_logprob_tokens": [ + -3.8955769538879395 + ], + "logprob_reward": -0.02057693526148796, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057693526148796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22782398760318756, + 0.03710661828517914, + 0.07010602951049805, + 0.062181901186704636, + 0.0346403643488884, + 0.015969565138220787, + 0.0438617467880249, + 0.19104447960853577, + 0.05879916250705719, + 0.2584661841392517 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02057693526148796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094195086508989 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094195086508989, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094195086508989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08750181645154953, + 0.051686841994524, + 0.05697528272867203, + 0.11543482542037964, + 0.0804041177034378, + 0.03425046056509018, + 0.06901650130748749, + 0.20425111055374146, + 0.04843633249402046, + 0.2520427405834198 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.004094195086508989 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792074114084244 + ], + "opposite_logprob_tokens": [ + -3.529792070388794 + ], + "logprob_reward": -0.029792074114084244, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792074114084244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20095762610435486, + 0.14108063280582428, + 0.06759645789861679, + 0.07722551375627518, + 0.060416121035814285, + 0.06030377000570297, + 0.06383085250854492, + 0.044473953545093536, + 0.05855700001120567, + 0.2255580872297287 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.029792074114084244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, almost motionless shot, shot from a slightly upward angle, locks the viewer's gaze firmly on a boundless, rolling sea of clouds. A resolute Eastern warrior stands barefoot on the tip of a slender, emerald green bamboo pole. His long, jet-black hair is tied into a high bun with a simple cloth belt. A few strands, blown by the sharp wind from high above, gently brush against his angular features. He wears a loose, washed-bleached linen warrior's uniform, its sleeves rustling in the wind. His core remains rock-solid, swaying only subtly, imperceptibly, against the force of the swaying bamboo pole. The camera meticulously captures his deep, unwavering eyes, revealing a calmness and focus beyond his years, as if at one with the universe. Beneath his feet, the tip of the bamboo pole, bearing his entire weight, vibrated visibly and at high frequency due to the combined forces of wind and gravity, creating a stark contrast to the absolute stability of his upper body. The first rays of golden morning sunlight pierced the clouds, casting a warm glow on his bronzed skin and capturing every detail of his tense toes gripping the slippery pole. The entire scene, shrouded in a vast sense of loneliness, was imbued with an ultimate, restrained, and powerful tension, creating an otherworldly martial arts realm.", + "seed": 25114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_5/index_8967_seed_25114_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09409281574189662, + "vlm_logprob": -0.09409281574189662, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.09409281574189662, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13181304931640625 + ], + "opposite_logprob_tokens": [ + -2.1318130493164062 + ], + "logprob_reward": -0.13181304931640625, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13181304931640625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11827243119478226, + 0.049521610140800476, + 0.02233021892607212, + 0.01989784464240074, + 0.04333757981657982, + 0.2589343786239624, + 0.051157981157302856, + 0.3410032093524933, + 0.07966479659080505, + 0.015879899263381958 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.13181304931640625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212129950523376 + ], + "opposite_logprob_tokens": [ + -1.5021213293075562 + ], + "logprob_reward": -0.25212129950523376, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212129950523376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1843050718307495, + 0.023076940327882767, + 0.156425341963768, + 0.008035126142203808, + 0.01586870662868023, + 0.1668114811182022, + 0.022409742698073387, + 0.3947452902793884, + 0.014415445737540722, + 0.013906868174672127 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.25212129950523376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369118645787239 + ], + "opposite_logprob_tokens": [ + -3.408691167831421 + ], + "logprob_reward": -0.03369118645787239, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369118645787239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1747194081544876, + 0.040021706372499466, + 0.14196664094924927, + 0.009194504469633102, + 0.014318603090941906, + 0.21678385138511658, + 0.023551739752292633, + 0.3304758369922638, + 0.03292791545391083, + 0.016039781272411346 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.03369118645787239 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781880304217339 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781880304217339, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781880304217339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1262676864862442, + 0.034774500876665115, + 0.02734815701842308, + 0.009135466068983078, + 0.0150753203779459, + 0.27976399660110474, + 0.027385786175727844, + 0.4477189779281616, + 0.013629426248371601, + 0.018900688737630844 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.009781880304217339 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430566631257534 + ], + "opposite_logprob_tokens": [ + -3.1680567264556885 + ], + "logprob_reward": -0.0430566631257534, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430566631257534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08045615255832672, + 0.015486523509025574, + 0.01628122851252556, + 0.006265719421207905, + 0.023691127076745033, + 0.1849966198205948, + 0.02096964605152607, + 0.5603709816932678, + 0.057595208287239075, + 0.03388684242963791 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.0430566631257534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, almost motionless shot, shot from a slightly upward angle, locks the viewer's gaze firmly on a boundless, rolling sea of clouds. A resolute Eastern warrior stands barefoot on the tip of a slender, emerald green bamboo pole. His long, jet-black hair is tied into a high bun with a simple cloth belt. A few strands, blown by the sharp wind from high above, gently brush against his angular features. He wears a loose, washed-bleached linen warrior's uniform, its sleeves rustling in the wind. His core remains rock-solid, swaying only subtly, imperceptibly, against the force of the swaying bamboo pole. The camera meticulously captures his deep, unwavering eyes, revealing a calmness and focus beyond his years, as if at one with the universe. Beneath his feet, the tip of the bamboo pole, bearing his entire weight, vibrated visibly and at high frequency due to the combined forces of wind and gravity, creating a stark contrast to the absolute stability of his upper body. The first rays of golden morning sunlight pierced the clouds, casting a warm glow on his bronzed skin and capturing every detail of his tense toes gripping the slippery pole. The entire scene, shrouded in a vast sense of loneliness, was imbued with an ultimate, restrained, and powerful tension, creating an otherworldly martial arts realm.", + "seed": 25115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_5/index_8967_seed_25115_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04367077872157097, + "vlm_logprob": -0.04367077872157097, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04367077872157097, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11723865568637848 + ], + "opposite_logprob_tokens": [ + -2.367238759994507 + ], + "logprob_reward": -0.11723865568637848, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11723865568637848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2532336711883545, + 0.0971580222249031, + 0.03215941786766052, + 0.03241737186908722, + 0.0857531949877739, + 0.1051638200879097, + 0.09366834163665771, + 0.07808243483304977, + 0.12592454254627228, + 0.09643924981355667 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.11723865568637848 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869077354669571 + ], + "opposite_logprob_tokens": [ + -3.0486907958984375 + ], + "logprob_reward": -0.04869077354669571, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869077354669571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3738246560096741, + 0.14857864379882812, + 0.04322948679327965, + 0.0368223674595356, + 0.0619669146835804, + 0.04317893087863922, + 0.03676675632596016, + 0.03685251995921135, + 0.12452062219381332, + 0.09425906091928482 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04869077354669571 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178407102823257 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.018178407102823257, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178407102823257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3892664313316345, + 0.10557150840759277, + 0.03693948686122894, + 0.026209570467472076, + 0.05475223809480667, + 0.04164404794573784, + 0.052118077874183655, + 0.0680890902876854, + 0.0814334899187088, + 0.14397603273391724 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.018178407102823257 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184728920459747 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184728920459747, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184728920459747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3236522376537323, + 0.10836581140756607, + 0.022791733965277672, + 0.04150993749499321, + 0.08448203653097153, + 0.09656289219856262, + 0.033111490309238434, + 0.07020969688892365, + 0.11114630103111267, + 0.10816793888807297 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.018184728920459747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606132835149765 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606132835149765, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606132835149765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4539629817008972, + 0.08826073259115219, + 0.05584021657705307, + 0.03374740481376648, + 0.061068810522556305, + 0.055140506476163864, + 0.023035146296024323, + 0.07598866522312164, + 0.03215688467025757, + 0.12079865485429764 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01606132835149765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, almost motionless shot, shot from a slightly upward angle, locks the viewer's gaze firmly on a boundless, rolling sea of clouds. A resolute Eastern warrior stands barefoot on the tip of a slender, emerald green bamboo pole. His long, jet-black hair is tied into a high bun with a simple cloth belt. A few strands, blown by the sharp wind from high above, gently brush against his angular features. He wears a loose, washed-bleached linen warrior's uniform, its sleeves rustling in the wind. His core remains rock-solid, swaying only subtly, imperceptibly, against the force of the swaying bamboo pole. The camera meticulously captures his deep, unwavering eyes, revealing a calmness and focus beyond his years, as if at one with the universe. Beneath his feet, the tip of the bamboo pole, bearing his entire weight, vibrated visibly and at high frequency due to the combined forces of wind and gravity, creating a stark contrast to the absolute stability of his upper body. The first rays of golden morning sunlight pierced the clouds, casting a warm glow on his bronzed skin and capturing every detail of his tense toes gripping the slippery pole. The entire scene, shrouded in a vast sense of loneliness, was imbued with an ultimate, restrained, and powerful tension, creating an otherworldly martial arts realm.", + "seed": 25116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_5/index_8967_seed_25116_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09709675051271915, + "vlm_logprob": -0.09709675051271915, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.09709675051271915, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2624920606613159 + ], + "opposite_logprob_tokens": [ + -1.512492060661316 + ], + "logprob_reward": -0.2624920606613159, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2624920606613159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21119709312915802, + 0.12088769674301147, + 0.06374543905258179, + 0.08123200386762619, + 0.06509967148303986, + 0.2402014583349228, + 0.07834881544113159, + 0.036333117634058, + 0.045505426824092865, + 0.057449210435152054 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.2624920606613159 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283962547779083 + ], + "opposite_logprob_tokens": [ + -2.0178396701812744 + ], + "logprob_reward": -0.14283962547779083, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283962547779083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17242635786533356, + 0.03857250139117241, + 0.14336633682250977, + 0.09796185046434402, + 0.059493813663721085, + 0.08144064992666245, + 0.19670473039150238, + 0.07968926429748535, + 0.04502791166305542, + 0.08531658351421356 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.14283962547779083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978397347033024 + ], + "opposite_logprob_tokens": [ + -3.5297839641571045 + ], + "logprob_reward": -0.02978397347033024, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978397347033024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24814891815185547, + 0.04484663903713226, + 0.08452144265174866, + 0.053091809153556824, + 0.09287413954734802, + 0.09809910506010056, + 0.1565159261226654, + 0.08295109122991562, + 0.07044317573308945, + 0.06850770860910416 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.02978397347033024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057810313999653 + ], + "opposite_logprob_tokens": [ + -3.895578145980835 + ], + "logprob_reward": -0.02057810313999653, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057810313999653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2588162422180176, + 0.042820073664188385, + 0.15429332852363586, + 0.10744134336709976, + 0.044005606323480606, + 0.05877609923481941, + 0.05566573888063431, + 0.05438757687807083, + 0.07316642254590988, + 0.15062756836414337 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.02057810313999653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed tightly with a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Eastern warrior standing barefoot on the tip of a slender emerald green bamboo pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior have long jet-black hair tied in a high bun with a simple cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the warrior wearing a loose washed-bleached linen uniform while standing on a rolling sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the first rays of golden morning sunlight piercing through the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789989814162254 + ], + "opposite_logprob_tokens": [ + -3.529789924621582 + ], + "logprob_reward": -0.029789989814162254, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789989814162254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23563890159130096, + 0.09253270924091339, + 0.07119446992874146, + 0.09077616035938263, + 0.02909884974360466, + 0.20960257947444916, + 0.07751035690307617, + 0.08055512607097626, + 0.041376274079084396, + 0.07171453535556793 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.029789989814162254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_6/index_tensor([4279, 4279])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_6/index_tensor([4279, 4279])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..684ffbd572858f8ff66acf500d8fac9ad58c260c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_6/index_tensor([4279, 4279])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro close-up, a slow and steady upward tilt, focuses on an intricate, circular spiderweb, dappled with shimmering dewdrops in the morning air. The first rays of soft, golden sunlight filter through the web, casting each plump dewdrop like a tiny magnifying glass, refracting a dazzling light. A tiny, glossy, jet-black spider, its velvety, round body contrasting with eight slender, hairy legs, delicately and rhythmically ascends a main thread. Its legs tap the shimmering silk with precise tips, each step causing the web to tremble subtly, sending the dewdrops swaying and shimmering like diamonds. The background is a completely blurred, out-of-focus deep green foliage. This shallow depth of field dramatically accentuates the astonishing details of the spider and web in the foreground. The entire image, framed by the cool background and the warm morning light, is imbued with the tranquility of early morning and the exquisite beauty of nature, creating an atmosphere of focused concentration and peace.", + "seed": 9973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_6/index_4279_seed_9973_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03405896062031388, + "vlm_logprob": -0.03405896062031388, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.03405896062031388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022494508884847164 + ], + "opposite_logprob_tokens": [ + -6.627249240875244 + ], + "logprob_reward": -0.0022494508884847164, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0022494508884847164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030254004523158073, + 0.06282303482294083, + 0.06608621031045914, + 0.05530178174376488, + 0.10234872996807098, + 0.0323682576417923, + 0.0206539798527956, + 0.02692219614982605, + 0.030558571219444275, + 0.5726832151412964 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.0022494508884847164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202288076281548 + ], + "opposite_logprob_tokens": [ + -4.018202304840088 + ], + "logprob_reward": -0.018202288076281548, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202288076281548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10607098042964935, + 0.050135500729084015, + 0.054528381675481796, + 0.024143492802977562, + 0.4513804316520691, + 0.027745172381401062, + 0.0379752479493618, + 0.06620758026838303, + 0.019234158098697662, + 0.16257904469966888 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.018202288076281548 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192831702530384 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014192831702530384, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192831702530384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052810750901699066, + 0.04088009148836136, + 0.04281755909323692, + 0.03859018161892891, + 0.4758729338645935, + 0.13415195047855377, + 0.008498224429786205, + 0.07631365954875946, + 0.014088563621044159, + 0.11597613245248795 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.014192831702530384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636504411697388 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636504411697388, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636504411697388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05549326166510582, + 0.02268538810312748, + 0.05167897418141365, + 0.017876219004392624, + 0.14362026751041412, + 0.08182699978351593, + 0.050775784999132156, + 0.05135601386427879, + 0.03288828209042549, + 0.49179884791374207 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.008636504411697388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701372802257538 + ], + "opposite_logprob_tokens": [ + -2.127013683319092 + ], + "logprob_reward": -0.12701372802257538, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701372802257538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01085911225527525, + 0.03592345491051674, + 0.050421006977558136, + 0.026758095249533653, + 0.10178418457508087, + 0.014702659100294113, + 0.019987499341368675, + 0.06607107073068619, + 0.020589761435985565, + 0.6529030799865723 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.12701372802257538 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, a slow and steady upward tilt, focuses on an intricate, circular spiderweb, dappled with shimmering dewdrops in the morning air. The first rays of soft, golden sunlight filter through the web, casting each plump dewdrop like a tiny magnifying glass, refracting a dazzling light. A tiny, glossy, jet-black spider, its velvety, round body contrasting with eight slender, hairy legs, delicately and rhythmically ascends a main thread. Its legs tap the shimmering silk with precise tips, each step causing the web to tremble subtly, sending the dewdrops swaying and shimmering like diamonds. The background is a completely blurred, out-of-focus deep green foliage. This shallow depth of field dramatically accentuates the astonishing details of the spider and web in the foreground. The entire image, framed by the cool background and the warm morning light, is imbued with the tranquility of early morning and the exquisite beauty of nature, creating an atmosphere of focused concentration and peace.", + "seed": 9974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_6/index_4279_seed_9974_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030758751137182117, + "vlm_logprob": -0.030758751137182117, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.030758751137182117, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003628576872870326 + ], + "opposite_logprob_tokens": [ + -5.878628730773926 + ], + "logprob_reward": -0.003628576872870326, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003628576872870326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06124207004904747, + 0.07254579663276672, + 0.05656156316399574, + 0.019520562142133713, + 0.07701029628515244, + 0.12287744134664536, + 0.39946579933166504, + 0.03967736288905144, + 0.08098525553941727, + 0.07011382281780243 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.003628576872870326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026371855288743973 + ], + "opposite_logprob_tokens": [ + -3.651371955871582 + ], + "logprob_reward": -0.026371855288743973, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026371855288743973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04153631255030632, + 0.04015852510929108, + 0.04332440346479416, + 0.03694926202297211, + 0.05931328237056732, + 0.15950535237789154, + 0.36839309334754944, + 0.1587701290845871, + 0.04042816907167435, + 0.05162141099572182 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.026371855288743973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198708347976208 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.014198708347976208, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198708347976208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13615085184574127, + 0.11545859277248383, + 0.03658951446413994, + 0.014189503155648708, + 0.07030783593654633, + 0.20466436445713043, + 0.1897481381893158, + 0.04826609417796135, + 0.04333699867129326, + 0.14128807187080383 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.014198708347976208 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577402785420418 + ], + "opposite_logprob_tokens": [ + -3.8955774307250977 + ], + "logprob_reward": -0.020577402785420418, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577402785420418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0633319690823555, + 0.11752554029226303, + 0.06090938672423363, + 0.022527877241373062, + 0.05599598214030266, + 0.20042552053928375, + 0.27417364716529846, + 0.08974243700504303, + 0.07468108087778091, + 0.04068652540445328 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.020577402785420418 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901721239089966 + ], + "opposite_logprob_tokens": [ + -2.464017152786255 + ], + "logprob_reward": -0.08901721239089966, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901721239089966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09176235646009445, + 0.0845930203795433, + 0.16266003251075745, + 0.1044442430138588, + 0.05954670533537865, + 0.16871434450149536, + 0.11024722456932068, + 0.07896757870912552, + 0.07405874878168106, + 0.06500574946403503 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.08901721239089966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, a slow and steady upward tilt, focuses on an intricate, circular spiderweb, dappled with shimmering dewdrops in the morning air. The first rays of soft, golden sunlight filter through the web, casting each plump dewdrop like a tiny magnifying glass, refracting a dazzling light. A tiny, glossy, jet-black spider, its velvety, round body contrasting with eight slender, hairy legs, delicately and rhythmically ascends a main thread. Its legs tap the shimmering silk with precise tips, each step causing the web to tremble subtly, sending the dewdrops swaying and shimmering like diamonds. The background is a completely blurred, out-of-focus deep green foliage. This shallow depth of field dramatically accentuates the astonishing details of the spider and web in the foreground. The entire image, framed by the cool background and the warm morning light, is imbued with the tranquility of early morning and the exquisite beauty of nature, creating an atmosphere of focused concentration and peace.", + "seed": 9975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_6/index_4279_seed_9975_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03800752065144479, + "vlm_logprob": -0.03800752065144479, + "vlm_yes_no_margin": 4.1749999761581424, + "vlm_token_credit": -0.03800752065144479, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023409125860780478 + ], + "opposite_logprob_tokens": [ + -6.377340793609619 + ], + "logprob_reward": -0.0023409125860780478, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0023409125860780478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12896592915058136, + 0.09650763869285583, + 0.03274720534682274, + 0.04770206660032272, + 0.035429056733846664, + 0.05496455356478691, + 0.09957218170166016, + 0.04844185709953308, + 0.26364263892173767, + 0.19202685356140137 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0023409125860780478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209638349711895 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209638349711895, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209638349711895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11393219232559204, + 0.09394726902246475, + 0.07171750068664551, + 0.017563750967383385, + 0.026173332706093788, + 0.020620346069335938, + 0.07222107797861099, + 0.37532633543014526, + 0.15360723435878754, + 0.054890912026166916 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.014209638349711895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538649141788483 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538649141788483, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538649141788483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15716864168643951, + 0.09402038156986237, + 0.04293350502848625, + 0.03332236036658287, + 0.02284700982272625, + 0.05684162303805351, + 0.04854412376880646, + 0.10722965002059937, + 0.13633035123348236, + 0.3007623553276062 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012538649141788483 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183909356594086 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183909356594086, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018183909356594086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14320231974124908, + 0.11449665576219559, + 0.036450985819101334, + 0.058938972651958466, + 0.04582757130265236, + 0.0894080400466919, + 0.0827476754784584, + 0.11152619123458862, + 0.20517337322235107, + 0.11222821474075317 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.018183909356594086 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276449382305145 + ], + "opposite_logprob_tokens": [ + -2.0177645683288574 + ], + "logprob_reward": -0.14276449382305145, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14276449382305145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11317764222621918, + 0.028247781097888947, + 0.039729274809360504, + 0.04356485232710838, + 0.04840251803398132, + 0.17634208500385284, + 0.07589396089315414, + 0.04104618355631828, + 0.3361932337284088, + 0.09740249812602997 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.14276449382305145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, a slow and steady upward tilt, focuses on an intricate, circular spiderweb, dappled with shimmering dewdrops in the morning air. The first rays of soft, golden sunlight filter through the web, casting each plump dewdrop like a tiny magnifying glass, refracting a dazzling light. A tiny, glossy, jet-black spider, its velvety, round body contrasting with eight slender, hairy legs, delicately and rhythmically ascends a main thread. Its legs tap the shimmering silk with precise tips, each step causing the web to tremble subtly, sending the dewdrops swaying and shimmering like diamonds. The background is a completely blurred, out-of-focus deep green foliage. This shallow depth of field dramatically accentuates the astonishing details of the spider and web in the foreground. The entire image, framed by the cool background and the warm morning light, is imbued with the tranquility of early morning and the exquisite beauty of nature, creating an atmosphere of focused concentration and peace.", + "seed": 9976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_6/index_4279_seed_9976_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05177966919727624, + "vlm_logprob": -0.05177966919727624, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.05177966919727624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001727875554934144 + ], + "opposite_logprob_tokens": [ + -7.001728057861328 + ], + "logprob_reward": -0.001727875554934144, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.001727875554934144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41318270564079285, + 0.07455398142337799, + 0.11276253312826157, + 0.04211742803454399, + 0.0887954980134964, + 0.061417851597070694, + 0.03119855746626854, + 0.04906994476914406, + 0.049516886472702026, + 0.07738465815782547 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.001727875554934144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026372436434030533 + ], + "opposite_logprob_tokens": [ + -3.6513724327087402 + ], + "logprob_reward": -0.026372436434030533, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026372436434030533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2559543251991272, + 0.17420817911624908, + 0.11989312618970871, + 0.022338848561048508, + 0.17873501777648926, + 0.020194528624415398, + 0.011028503067791462, + 0.03291665390133858, + 0.05125490203499794, + 0.13347592949867249 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.026372436434030533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076981201767921 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076981201767921, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076981201767921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21580663323402405, + 0.19111959636211395, + 0.12982067465782166, + 0.03333176299929619, + 0.1010899767279625, + 0.04912608116865158, + 0.03512464091181755, + 0.0436711385846138, + 0.07715179771184921, + 0.1237577348947525 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011076981201767921 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818414404988289 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.01818414404988289, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818414404988289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2585359811782837, + 0.1656719148159027, + 0.07300229370594025, + 0.053352776914834976, + 0.11490310728549957, + 0.14917853474617004, + 0.030525287613272667, + 0.0412953719496727, + 0.08012691140174866, + 0.03340787813067436 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01818414404988289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up focusing on a circular spiderweb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spider jet-black with a velvety round body and eight slender hairy legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the spiderweb strands dappled with shimmering dewdrops that refract light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred, out-of-focus deep green foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady upward tilt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153690874576569 + ], + "opposite_logprob_tokens": [ + -1.7015368938446045 + ], + "logprob_reward": -0.20153690874576569, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153690874576569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11427345871925354, + 0.09044069796800613, + 0.09402444213628769, + 0.04516332596540451, + 0.2416924387216568, + 0.23879826068878174, + 0.022352643311023712, + 0.06670641154050827, + 0.050338443368673325, + 0.03620995953679085 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.20153690874576569 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_7/index_tensor([6114, 6114])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_7/index_tensor([6114, 6114])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..43e61311833672b5060ddbd9bb090754bd66c5ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_7/index_tensor([6114, 6114])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a documentary-style wide shot, the camera slowly and deliberately pans from left to right across a vast, cavernous metallurgical workshop, its high-beamed ceiling vanishing into industrial haze and shadows. The primary light source is a massive steel ingot, emitting an intense, pulsating orange-white heat that casts a fiery, dramatic glow and long, dancing shadows across the scene. This ingot slides relentlessly across a massive roller bed, gliding toward the center of the frame, where a towering industrial press awaits, constructed of heavy, dark, greased, and pitted steel. As the glowing metal enters the press's chute, two massive cylindrical rollers come into contact, exerting incredible pressure that visibly thickens and elongates the ingot. This action triggers a violent and spectacular eruption of vibrant yellow and white sparks, which blast outward in a chaotic shower, momentarily illuminating the pristine, functional details of the surrounding machinery. The entire process is captured in crisp, authentic detail, emphasising the sheer scale and raw power of the operation as once-thick steel is ruthlessly transformed into thinner, longer plates, creating a breathtaking and intense atmosphere of industrial might.", + "seed": 11110, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_7/index_6114_seed_11110_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0325874743051827, + "vlm_logprob": -0.0325874743051827, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.0325874743051827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024326404556632042 + ], + "opposite_logprob_tokens": [ + -3.7743263244628906 + ], + "logprob_reward": -0.024326404556632042, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024326404556632042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3226894736289978, + 0.1704476922750473, + 0.06575144082307816, + 0.03347750008106232, + 0.1223856583237648, + 0.04663606733083725, + 0.05874994769692421, + 0.04381464049220085, + 0.09671995788812637, + 0.039327554404735565 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.024326404556632042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295183002948761 + ], + "opposite_logprob_tokens": [ + -2.2379517555236816 + ], + "logprob_reward": -0.11295183002948761, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295183002948761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10115370154380798, + 0.07408608496189117, + 0.08108029514551163, + 0.07348018139600754, + 0.06428078562021255, + 0.17473208904266357, + 0.06245030462741852, + 0.09431853145360947, + 0.21573475003242493, + 0.05868324637413025 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.11295183002948761 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001519954763352871 + ], + "opposite_logprob_tokens": [ + -6.501520156860352 + ], + "logprob_reward": -0.001519954763352871, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001519954763352871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11419016867876053, + 0.17590969800949097, + 0.034355588257312775, + 0.069950170814991, + 0.1389639675617218, + 0.13753685355186462, + 0.20791111886501312, + 0.03808131814002991, + 0.06058638170361519, + 0.02251480147242546 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.001519954763352871 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188826739788055 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.018188826739788055, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188826739788055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15569859743118286, + 0.1091332882642746, + 0.07363764941692352, + 0.0838412195444107, + 0.0815916582942009, + 0.18936099112033844, + 0.1623872071504593, + 0.03232496604323387, + 0.06473150104284286, + 0.047292836010456085 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.018188826739788055 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950355436652899 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950355436652899, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950355436652899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14335545897483826, + 0.11072077602148056, + 0.0859069675207138, + 0.03202363848686218, + 0.059704963117837906, + 0.1271400898694992, + 0.08288396894931793, + 0.024617424234747887, + 0.25430163741111755, + 0.07934514433145523 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.005950355436652899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a documentary-style wide shot, the camera slowly and deliberately pans from left to right across a vast, cavernous metallurgical workshop, its high-beamed ceiling vanishing into industrial haze and shadows. The primary light source is a massive steel ingot, emitting an intense, pulsating orange-white heat that casts a fiery, dramatic glow and long, dancing shadows across the scene. This ingot slides relentlessly across a massive roller bed, gliding toward the center of the frame, where a towering industrial press awaits, constructed of heavy, dark, greased, and pitted steel. As the glowing metal enters the press's chute, two massive cylindrical rollers come into contact, exerting incredible pressure that visibly thickens and elongates the ingot. This action triggers a violent and spectacular eruption of vibrant yellow and white sparks, which blast outward in a chaotic shower, momentarily illuminating the pristine, functional details of the surrounding machinery. The entire process is captured in crisp, authentic detail, emphasising the sheer scale and raw power of the operation as once-thick steel is ruthlessly transformed into thinner, longer plates, creating a breathtaking and intense atmosphere of industrial might.", + "seed": 11111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_7/index_6114_seed_11111_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.051222304510883984, + "vlm_logprob": -0.051222304510883984, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.051222304510883984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050127774477005005 + ], + "opposite_logprob_tokens": [ + -3.0501277446746826 + ], + "logprob_reward": -0.050127774477005005, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050127774477005005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0849677249789238, + 0.1722722053527832, + 0.03357349708676338, + 0.40313318371772766, + 0.09861324727535248, + 0.12229043245315552, + 0.0386190265417099, + 0.01190564502030611, + 0.01747742109000683, + 0.017147613689303398 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.050127774477005005 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989951372146606 + ], + "opposite_logprob_tokens": [ + -1.8048994541168213 + ], + "logprob_reward": -0.17989951372146606, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989951372146606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06331625580787659, + 0.08203551173210144, + 0.03387779742479324, + 0.11805225163698196, + 0.07594676315784454, + 0.3329821825027466, + 0.14785166084766388, + 0.03606172278523445, + 0.04692220315337181, + 0.0629536584019661 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.17989951372146606 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019461041083559394 + ], + "opposite_logprob_tokens": [ + -6.251945972442627 + ], + "logprob_reward": -0.0019461041083559394, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019461041083559394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06650497764348984, + 0.11154969781637192, + 0.10667461901903152, + 0.1786620020866394, + 0.11114165931940079, + 0.19634521007537842, + 0.09256916493177414, + 0.02780182473361492, + 0.02863604947924614, + 0.08011480420827866 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.0019461041083559394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187537789344788 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187537789344788, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187537789344788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10084457695484161, + 0.08440538495779037, + 0.03742364048957825, + 0.11833255738019943, + 0.11052326112985611, + 0.21529479324817657, + 0.07969775050878525, + 0.05490519851446152, + 0.04175907000899315, + 0.15681378543376923 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.018187537789344788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04712889343500137, + 0.04421082139015198, + 0.048979759216308594, + 0.08284330368041992, + 0.1346929669380188, + 0.134636789560318, + 0.10651406645774841, + 0.05792276933789253, + 0.03139103949069977, + 0.3116796314716339 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.005950592458248138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a documentary-style wide shot, the camera slowly and deliberately pans from left to right across a vast, cavernous metallurgical workshop, its high-beamed ceiling vanishing into industrial haze and shadows. The primary light source is a massive steel ingot, emitting an intense, pulsating orange-white heat that casts a fiery, dramatic glow and long, dancing shadows across the scene. This ingot slides relentlessly across a massive roller bed, gliding toward the center of the frame, where a towering industrial press awaits, constructed of heavy, dark, greased, and pitted steel. As the glowing metal enters the press's chute, two massive cylindrical rollers come into contact, exerting incredible pressure that visibly thickens and elongates the ingot. This action triggers a violent and spectacular eruption of vibrant yellow and white sparks, which blast outward in a chaotic shower, momentarily illuminating the pristine, functional details of the surrounding machinery. The entire process is captured in crisp, authentic detail, emphasising the sheer scale and raw power of the operation as once-thick steel is ruthlessly transformed into thinner, longer plates, creating a breathtaking and intense atmosphere of industrial might.", + "seed": 11112, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_7/index_6114_seed_11112_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0415106903295964, + "vlm_logprob": -0.0415106903295964, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.0415106903295964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09109954535961151 + ], + "opposite_logprob_tokens": [ + -2.466099500656128 + ], + "logprob_reward": -0.09109954535961151, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09109954535961151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14465077221393585, + 0.16017809510231018, + 0.15145866572856903, + 0.040764328092336655, + 0.1543162763118744, + 0.18843242526054382, + 0.07175493985414505, + 0.022220849990844727, + 0.025045884773135185, + 0.041177768260240555 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.09109954535961151 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905680477619171 + ], + "opposite_logprob_tokens": [ + -2.4640567302703857 + ], + "logprob_reward": -0.08905680477619171, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905680477619171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08902300149202347, + 0.13025015592575073, + 0.10197588801383972, + 0.07754410803318024, + 0.17460350692272186, + 0.1254168152809143, + 0.06310512125492096, + 0.06770006567239761, + 0.09838344156742096, + 0.07199795544147491 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.08905680477619171 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036201435141265392 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036201435141265392, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036201435141265392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13832898437976837, + 0.11506659537553787, + 0.12844739854335785, + 0.21195855736732483, + 0.08007553964853287, + 0.15150898694992065, + 0.038806065917015076, + 0.032098304480314255, + 0.04541603475809097, + 0.05829359218478203 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.0036201435141265392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585577934980392 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.020585577934980392, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585577934980392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10139793157577515, + 0.12016193568706512, + 0.09050553292036057, + 0.12582503259181976, + 0.10687315464019775, + 0.18247492611408234, + 0.03850925713777542, + 0.043650299310684204, + 0.09922738373279572, + 0.09137453883886337 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.020585577934980392 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191380063071847 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.003191380063071847, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191380063071847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0788317546248436, + 0.07827693223953247, + 0.07003829628229141, + 0.07688005268573761, + 0.08825657516717911, + 0.2680955231189728, + 0.1451156884431839, + 0.04447663947939873, + 0.07229992002248764, + 0.07772868871688843 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.003191380063071847 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a documentary-style wide shot, the camera slowly and deliberately pans from left to right across a vast, cavernous metallurgical workshop, its high-beamed ceiling vanishing into industrial haze and shadows. The primary light source is a massive steel ingot, emitting an intense, pulsating orange-white heat that casts a fiery, dramatic glow and long, dancing shadows across the scene. This ingot slides relentlessly across a massive roller bed, gliding toward the center of the frame, where a towering industrial press awaits, constructed of heavy, dark, greased, and pitted steel. As the glowing metal enters the press's chute, two massive cylindrical rollers come into contact, exerting incredible pressure that visibly thickens and elongates the ingot. This action triggers a violent and spectacular eruption of vibrant yellow and white sparks, which blast outward in a chaotic shower, momentarily illuminating the pristine, functional details of the surrounding machinery. The entire process is captured in crisp, authentic detail, emphasising the sheer scale and raw power of the operation as once-thick steel is ruthlessly transformed into thinner, longer plates, creating a breathtaking and intense atmosphere of industrial might.", + "seed": 11113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_7/index_6114_seed_11113_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035203695436939596, + "vlm_logprob": -0.035203695436939596, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.035203695436939596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025209300220012665 + ], + "opposite_logprob_tokens": [ + -3.7752091884613037 + ], + "logprob_reward": -0.025209300220012665, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025209300220012665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41821053624153137, + 0.07214938849210739, + 0.21127836406230927, + 0.031877800822257996, + 0.10208259522914886, + 0.03766944631934166, + 0.03103388287127018, + 0.024589158594608307, + 0.03798884525895119, + 0.03312002494931221 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.025209300220012665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295502632856369 + ], + "opposite_logprob_tokens": [ + -2.237955093383789 + ], + "logprob_reward": -0.11295502632856369, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295502632856369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1467222422361374, + 0.08306064456701279, + 0.09988103806972504, + 0.047166354954242706, + 0.16496345400810242, + 0.07114248722791672, + 0.07390131801366806, + 0.12007105350494385, + 0.1319875866174698, + 0.06110377982258797 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.11295502632856369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017200212460011244 + ], + "opposite_logprob_tokens": [ + -6.376719951629639 + ], + "logprob_reward": -0.0017200212460011244, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017200212460011244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23608578741550446, + 0.09592244029045105, + 0.14339575171470642, + 0.07235077023506165, + 0.04749532416462898, + 0.06566864252090454, + 0.22116519510746002, + 0.04663102701306343, + 0.037573784589767456, + 0.03371124714612961 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0017200212460011244 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351304724812508 + ], + "opposite_logprob_tokens": [ + -3.6513512134552 + ], + "logprob_reward": -0.026351304724812508, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351304724812508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28653404116630554, + 0.12472889572381973, + 0.05141341686248779, + 0.13932350277900696, + 0.08329576253890991, + 0.062076449394226074, + 0.0850047618150711, + 0.08444812893867493, + 0.03857652470469475, + 0.0445985272526741 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.026351304724812508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast, cavernous metallurgical workshop with a high-beamed ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and deliberately pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive steel ingot visible emitting an intense, pulsating orange-white heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ingot slide across a roller bed toward a towering industrial press and get compressed by rollers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a violent eruption of vibrant yellow and white sparks when the ingot enters the press?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782824665307999 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782824665307999, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782824665307999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3415544033050537, + 0.042579229921102524, + 0.061723604798316956, + 0.054272353649139404, + 0.05452883988618851, + 0.06167997047305107, + 0.0934465080499649, + 0.16419291496276855, + 0.04242083802819252, + 0.08360139280557632 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.009782824665307999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_8/index_tensor([3102, 3102])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_8/index_tensor([3102, 3102])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8f7c5e27c43148fdffc8adc2d299994fd4aacd53 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_8/index_tensor([3102, 3102])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, slightly upward shot from a fixed camera position captures the majestic scene atop the mountain with a documentary quality. At the center of the frame, a lone poet stands atop the highest point of a jagged, dark gray rock formation. He wears a loose, pure white robe, its thin cotton and linen material whipped violently in the fierce mountain breeze, its sleeves and hem fluttering and unfurling dramatically like a living banner. His long, dark hair, ruffled by the wind, contrasts sharply with the flowing white robe. Despite the distance, his upright figure is still recognizable, one hand clasped behind his back, gazing into the distance. The background is an endless expanse of mist-shrouded mountains, and the sky is a deep, almost inky blue, characteristic of high altitudes. The slanting afternoon sun penetrates the thin cloud cover, giving the white robe a sharp golden edge and casting long, sharply defined shadows on the rock. The color saturation of the entire picture is low, sharp and slightly grainy, creating a desolate, lonely, yet epic and tranquil atmosphere.", + "seed": 9858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_8/index_3102_seed_9858_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05736631243489683, + "vlm_logprob": -0.05736631243489683, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.05736631243489683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09543818235397339 + ], + "opposite_logprob_tokens": [ + -2.470438241958618 + ], + "logprob_reward": -0.09543818235397339, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09543818235397339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32825109362602234, + 0.09736911952495575, + 0.052265770733356476, + 0.034531038254499435, + 0.07776036858558655, + 0.05703242868185043, + 0.08062876760959625, + 0.041716016829013824, + 0.07501335442066193, + 0.15543201565742493 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.09543818235397339 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003211580915376544 + ], + "opposite_logprob_tokens": [ + -5.753211498260498 + ], + "logprob_reward": -0.003211580915376544, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003211580915376544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27071452140808105, + 0.13956741988658905, + 0.08328881859779358, + 0.051142968237400055, + 0.14138081669807434, + 0.06532950699329376, + 0.11258625984191895, + 0.05471372231841087, + 0.05411205440759659, + 0.027163898572325706 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.003211580915376544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003259658813477 + ], + "opposite_logprob_tokens": [ + -2.6950325965881348 + ], + "logprob_reward": -0.07003259658813477, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003259658813477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1432792693376541, + 0.09838435798883438, + 0.09299027919769287, + 0.05369627848267555, + 0.14703018963336945, + 0.0885745957493782, + 0.2318495362997055, + 0.057767197489738464, + 0.022584229707717896, + 0.06384405493736267 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.07003259658813477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246561020612717 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246561020612717, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246561020612717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21083687245845795, + 0.13969960808753967, + 0.09136147052049637, + 0.02677595056593418, + 0.07326493412256241, + 0.06362156569957733, + 0.2838473618030548, + 0.051424216479063034, + 0.026270022615790367, + 0.03289803862571716 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.005246561020612717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290264129638672 + ], + "opposite_logprob_tokens": [ + -2.2379026412963867 + ], + "logprob_reward": -0.11290264129638672, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290264129638672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23491577804088593, + 0.06709158420562744, + 0.07597880810499191, + 0.03613543137907982, + 0.052060410380363464, + 0.1584811508655548, + 0.12733012437820435, + 0.08189806342124939, + 0.052556395530700684, + 0.11355224251747131 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.11290264129638672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, slightly upward shot from a fixed camera position captures the majestic scene atop the mountain with a documentary quality. At the center of the frame, a lone poet stands atop the highest point of a jagged, dark gray rock formation. He wears a loose, pure white robe, its thin cotton and linen material whipped violently in the fierce mountain breeze, its sleeves and hem fluttering and unfurling dramatically like a living banner. His long, dark hair, ruffled by the wind, contrasts sharply with the flowing white robe. Despite the distance, his upright figure is still recognizable, one hand clasped behind his back, gazing into the distance. The background is an endless expanse of mist-shrouded mountains, and the sky is a deep, almost inky blue, characteristic of high altitudes. The slanting afternoon sun penetrates the thin cloud cover, giving the white robe a sharp golden edge and casting long, sharply defined shadows on the rock. The color saturation of the entire picture is low, sharp and slightly grainy, creating a desolate, lonely, yet epic and tranquil atmosphere.", + "seed": 9859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_8/index_3102_seed_9859_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0701229840517044, + "vlm_logprob": -0.0701229840517044, + "vlm_yes_no_margin": 3.2750000238418577, + "vlm_token_credit": -0.0701229840517044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15293735265731812 + ], + "opposite_logprob_tokens": [ + -2.027937412261963 + ], + "logprob_reward": -0.15293735265731812, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15293735265731812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10595537722110748, + 0.041335102170705795, + 0.10102643817663193, + 0.037746235728263855, + 0.027017278596758842, + 0.04876415804028511, + 0.02533058077096939, + 0.48144593834877014, + 0.07510668784379959, + 0.056272197514772415 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.15293735265731812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005274783819913864 + ], + "opposite_logprob_tokens": [ + -5.255274772644043 + ], + "logprob_reward": -0.005274783819913864, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005274783819913864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08875618129968643, + 0.0314241424202919, + 0.06251843273639679, + 0.038229044526815414, + 0.03471368923783302, + 0.028473617509007454, + 0.03993120416998863, + 0.41976940631866455, + 0.15566955506801605, + 0.10051476955413818 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.005274783819913864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329692617058754 + ], + "opposite_logprob_tokens": [ + -3.77329683303833 + ], + "logprob_reward": -0.02329692617058754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329692617058754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07189429551362991, + 0.04036328196525574, + 0.14722278714179993, + 0.017996896058321, + 0.060980070382356644, + 0.03550105541944504, + 0.033966757357120514, + 0.2950657904148102, + 0.12892356514930725, + 0.1680854856967926 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.02329692617058754 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633516490459442 + ], + "opposite_logprob_tokens": [ + -3.6513352394104004 + ], + "logprob_reward": -0.02633516490459442, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633516490459442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08115161210298538, + 0.04830576106905937, + 0.039006177335977554, + 0.02481955662369728, + 0.013628434389829636, + 0.02402411587536335, + 0.03324013575911522, + 0.6460543274879456, + 0.059341102838516235, + 0.030428830534219742 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.02633516490459442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427706927061081 + ], + "opposite_logprob_tokens": [ + -2.017770767211914 + ], + "logprob_reward": -0.1427706927061081, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1427706927061081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22559267282485962, + 0.08226008713245392, + 0.0848480835556984, + 0.056668758392333984, + 0.06958562135696411, + 0.03960675746202469, + 0.049867864698171616, + 0.20521330833435059, + 0.09953933209180832, + 0.0868174210190773 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.1427706927061081 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, slightly upward shot from a fixed camera position captures the majestic scene atop the mountain with a documentary quality. At the center of the frame, a lone poet stands atop the highest point of a jagged, dark gray rock formation. He wears a loose, pure white robe, its thin cotton and linen material whipped violently in the fierce mountain breeze, its sleeves and hem fluttering and unfurling dramatically like a living banner. His long, dark hair, ruffled by the wind, contrasts sharply with the flowing white robe. Despite the distance, his upright figure is still recognizable, one hand clasped behind his back, gazing into the distance. The background is an endless expanse of mist-shrouded mountains, and the sky is a deep, almost inky blue, characteristic of high altitudes. The slanting afternoon sun penetrates the thin cloud cover, giving the white robe a sharp golden edge and casting long, sharply defined shadows on the rock. The color saturation of the entire picture is low, sharp and slightly grainy, creating a desolate, lonely, yet epic and tranquil atmosphere.", + "seed": 9860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_8/index_3102_seed_9860_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0620133688673377, + "vlm_logprob": -0.0620133688673377, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.0620133688673377, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10845575481653214 + ], + "opposite_logprob_tokens": [ + -2.3584556579589844 + ], + "logprob_reward": -0.10845575481653214, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10845575481653214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13905365765094757, + 0.08575714379549026, + 0.053789421916007996, + 0.041380949318408966, + 0.19687986373901367, + 0.056508343666791916, + 0.04382134601473808, + 0.04053257405757904, + 0.1006283238530159, + 0.24164840579032898 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.10845575481653214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017247814685106277 + ], + "opposite_logprob_tokens": [ + -6.376724720001221 + ], + "logprob_reward": -0.0017247814685106277, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017247814685106277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14150136709213257, + 0.12053710967302322, + 0.06629297137260437, + 0.06846319139003754, + 0.13166676461696625, + 0.1011682078242302, + 0.043774642050266266, + 0.03608650341629982, + 0.09075223654508591, + 0.19975705444812775 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0017247814685106277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800983145833015 + ], + "opposite_logprob_tokens": [ + -3.5298008918762207 + ], + "logprob_reward": -0.029800983145833015, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800983145833015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1797231286764145, + 0.06146843731403351, + 0.028613219037652016, + 0.04020163044333458, + 0.0769604817032814, + 0.08019198477268219, + 0.09586161375045776, + 0.0950024276971817, + 0.21817399561405182, + 0.12380310148000717 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.029800983145833015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772672317922115 + ], + "opposite_logprob_tokens": [ + -4.634772777557373 + ], + "logprob_reward": -0.009772672317922115, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772672317922115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12299135327339172, + 0.05165068432688713, + 0.022009626030921936, + 0.032676052302122116, + 0.06826609373092651, + 0.06797380745410919, + 0.030532045289874077, + 0.03740193322300911, + 0.05049381032586098, + 0.5160045623779297 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.009772672317922115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16031265258789062 + ], + "opposite_logprob_tokens": [ + -1.9103126525878906 + ], + "logprob_reward": -0.16031265258789062, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16031265258789062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12673039734363556, + 0.038566235452890396, + 0.027112143114209175, + 0.03470606356859207, + 0.0881597250699997, + 0.13368141651153564, + 0.07585415244102478, + 0.020988265052437782, + 0.07645325362682343, + 0.37774837017059326 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.16031265258789062 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, slightly upward shot from a fixed camera position captures the majestic scene atop the mountain with a documentary quality. At the center of the frame, a lone poet stands atop the highest point of a jagged, dark gray rock formation. He wears a loose, pure white robe, its thin cotton and linen material whipped violently in the fierce mountain breeze, its sleeves and hem fluttering and unfurling dramatically like a living banner. His long, dark hair, ruffled by the wind, contrasts sharply with the flowing white robe. Despite the distance, his upright figure is still recognizable, one hand clasped behind his back, gazing into the distance. The background is an endless expanse of mist-shrouded mountains, and the sky is a deep, almost inky blue, characteristic of high altitudes. The slanting afternoon sun penetrates the thin cloud cover, giving the white robe a sharp golden edge and casting long, sharply defined shadows on the rock. The color saturation of the entire picture is low, sharp and slightly grainy, creating a desolate, lonely, yet epic and tranquil atmosphere.", + "seed": 9861, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_8/index_3102_seed_9861_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08481179689988494, + "vlm_logprob": -0.08481179689988494, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.08481179689988494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0773615688085556 + ], + "opposite_logprob_tokens": [ + -2.702361583709717 + ], + "logprob_reward": -0.0773615688085556, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0773615688085556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1508723795413971, + 0.1777237206697464, + 0.06937508285045624, + 0.12725865840911865, + 0.08455768972635269, + 0.06076628714799881, + 0.07886341214179993, + 0.1152968630194664, + 0.07000910490751266, + 0.06527680903673172 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0773615688085556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067533585242927074 + ], + "opposite_logprob_tokens": [ + -5.006753444671631 + ], + "logprob_reward": -0.0067533585242927074, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067533585242927074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13203346729278564, + 0.3878043293952942, + 0.04648900032043457, + 0.03499802574515343, + 0.019486065953969955, + 0.032403428107500076, + 0.0491679310798645, + 0.16883715987205505, + 0.09865105152130127, + 0.030129531398415565 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0067533585242927074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038103267550468445 + ], + "opposite_logprob_tokens": [ + -3.2881033420562744 + ], + "logprob_reward": -0.038103267550468445, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038103267550468445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27055826783180237, + 0.0585000179708004, + 0.04378214105963707, + 0.04764999821782112, + 0.032971709966659546, + 0.08963561058044434, + 0.03489665314555168, + 0.21124306321144104, + 0.15354062616825104, + 0.057221852242946625 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.038103267550468445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020565606653690338 + ], + "opposite_logprob_tokens": [ + -3.8955655097961426 + ], + "logprob_reward": -0.020565606653690338, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020565606653690338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.496209055185318, + 0.18369869887828827, + 0.051550254225730896, + 0.01601414941251278, + 0.03513007238507271, + 0.02630859613418579, + 0.0071646105498075485, + 0.08417024463415146, + 0.008730508387088776, + 0.09102384001016617 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.020565606653690338 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a slightly upward angle from a fixed position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone figure wearing a loose, pure white robe standing atop a jagged, dark gray rock formation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the white robe's fabric visibly whipped violently by the wind, with sleeves and hem fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless expanse of mist-shrouded mountains under a deep, inky blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the image exhibit low color saturation, sharp focus, and a slightly grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812751829624176 + ], + "opposite_logprob_tokens": [ + -1.4062751531600952 + ], + "logprob_reward": -0.2812751829624176, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812751829624176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37629979848861694, + 0.23459243774414062, + 0.031081359833478928, + 0.047132767736911774, + 0.04533148929476738, + 0.07013281434774399, + 0.04042893275618553, + 0.06949618458747864, + 0.023411352187395096, + 0.06209277734160423 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.2812751829624176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_9/index_tensor([4115, 4115])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_9/index_tensor([4115, 4115])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cd7b95d708a28f1f41069298f00b2dc16862268f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_9/index_tensor([4115, 4115])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, tight close-up locks the viewer's gaze on a shattered mirror, riddled with spiderweb-like cracks. Reflecting it is the fragmented image of a young woman. Her hair is neatly cut in a short orange bob, a few strands wet from the icy rain clinging to her smooth temples. Her emerald eyes radiate an unmistakable resolve. In the background, magenta and cyan neon lights cast hazy smears on the damp brick walls, while icy raindrops drift diagonally through the light, creating a decadent and psychedelic cyberpunk atmosphere. The girl's expression is remarkably focused. With an astonishingly steady hand, she grips an electronic eyeliner that emits a cold, blue light. Carefully, she traces the tip of the pencil along the contour of her upper lid, smoothly and decisively swiping it across, instantly creating a precise, sharp, cyborg-esque line. The cool and warm tones of neon are intertwined with the technological blue light of eyeliner, carving out distinct contours and deep shadows on her high nose bridge and tightly pursed lips. The whole picture is full of the ritual sense and resolute beauty of self-armor in the apocalyptic environment.", + "seed": 7684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_9/index_4115_seed_7684_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09658799134194851, + "vlm_logprob": -0.09658799134194851, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.09658799134194851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4293544590473175 + ], + "opposite_logprob_tokens": [ + -1.0543544292449951 + ], + "logprob_reward": -0.4293544590473175, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4293544590473175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39710181951522827, + 0.047396495938301086, + 0.05943572148680687, + 0.14774484932422638, + 0.06480040401220322, + 0.07253386080265045, + 0.1057325080037117, + 0.0444815456867218, + 0.030872128903865814, + 0.029900694265961647 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.4293544590473175 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088416911661625 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088416911661625, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088416911661625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13216997683048248, + 0.05519784986972809, + 0.09579087048768997, + 0.062184229493141174, + 0.14963646233081818, + 0.17777587473392487, + 0.08426698297262192, + 0.10168642550706863, + 0.04679764807224274, + 0.09449367225170135 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.011088416911661625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981266938149929 + ], + "opposite_logprob_tokens": [ + -3.5298125743865967 + ], + "logprob_reward": -0.02981266938149929, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981266938149929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25927734375, + 0.0594182051718235, + 0.04324989765882492, + 0.07772666215896606, + 0.08346784114837646, + 0.1113572046160698, + 0.111864373087883, + 0.02233966812491417, + 0.03083282895386219, + 0.20046597719192505 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.02981266938149929 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17219655215740204, + 0.060806937515735626, + 0.032953307032585144, + 0.14296309649944305, + 0.04707959294319153, + 0.10640793293714523, + 0.2723551094532013, + 0.04347234219312668, + 0.026969285681843758, + 0.09479578584432602 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.005947866942733526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067365444265306 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.0067365444265306, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067365444265306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35794320702552795, + 0.09255944192409515, + 0.037393029779195786, + 0.06422875821590424, + 0.09634929895401001, + 0.03967610374093056, + 0.12502218782901764, + 0.0733870416879654, + 0.034837156534194946, + 0.07860380411148071 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0067365444265306 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, tight close-up locks the viewer's gaze on a shattered mirror, riddled with spiderweb-like cracks. Reflecting it is the fragmented image of a young woman. Her hair is neatly cut in a short orange bob, a few strands wet from the icy rain clinging to her smooth temples. Her emerald eyes radiate an unmistakable resolve. In the background, magenta and cyan neon lights cast hazy smears on the damp brick walls, while icy raindrops drift diagonally through the light, creating a decadent and psychedelic cyberpunk atmosphere. The girl's expression is remarkably focused. With an astonishingly steady hand, she grips an electronic eyeliner that emits a cold, blue light. Carefully, she traces the tip of the pencil along the contour of her upper lid, smoothly and decisively swiping it across, instantly creating a precise, sharp, cyborg-esque line. The cool and warm tones of neon are intertwined with the technological blue light of eyeliner, carving out distinct contours and deep shadows on her high nose bridge and tightly pursed lips. The whole picture is full of the ritual sense and resolute beauty of self-armor in the apocalyptic environment.", + "seed": 7685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_9/index_4115_seed_7685_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05636023674160242, + "vlm_logprob": -0.05636023674160242, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.05636023674160242, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2531417906284332 + ], + "opposite_logprob_tokens": [ + -1.5031417608261108 + ], + "logprob_reward": -0.2531417906284332, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2531417906284332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4881478548049927, + 0.17843131721019745, + 0.05056266859173775, + 0.04412674158811569, + 0.06048721820116043, + 0.046380072832107544, + 0.0537167526781559, + 0.041080743074417114, + 0.02447424829006195, + 0.012592337094247341 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2531417906284332 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747201085090637 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747201085090637, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747201085090637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6585049629211426, + 0.03087223321199417, + 0.06739813834428787, + 0.021105743944644928, + 0.01790064573287964, + 0.01868845894932747, + 0.02402256242930889, + 0.03967862203717232, + 0.07705189287662506, + 0.04477676376700401 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.006747201085090637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082993820309639 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011082993820309639, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082993820309639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26403000950813293, + 0.15766438841819763, + 0.059407394379377365, + 0.03413252532482147, + 0.08143460005521774, + 0.016598980873823166, + 0.02473513036966324, + 0.047767553478479385, + 0.13696911931037903, + 0.17726023495197296 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.011082993820309639 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040934826247394085 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040934826247394085, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040934826247394085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7198862433433533, + 0.013891813345253468, + 0.03716970607638359, + 0.060472920536994934, + 0.07464321702718735, + 0.015600471757352352, + 0.031860221177339554, + 0.02050771750509739, + 0.009789983741939068, + 0.016177726909518242 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0040934826247394085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735715549439192 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735715549439192, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735715549439192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7150945067405701, + 0.033961717039346695, + 0.03150011599063873, + 0.04229987785220146, + 0.03210997208952904, + 0.026109594851732254, + 0.025177249684929848, + 0.03229096904397011, + 0.021407360211014748, + 0.040048614144325256 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.006735715549439192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, tight close-up locks the viewer's gaze on a shattered mirror, riddled with spiderweb-like cracks. Reflecting it is the fragmented image of a young woman. Her hair is neatly cut in a short orange bob, a few strands wet from the icy rain clinging to her smooth temples. Her emerald eyes radiate an unmistakable resolve. In the background, magenta and cyan neon lights cast hazy smears on the damp brick walls, while icy raindrops drift diagonally through the light, creating a decadent and psychedelic cyberpunk atmosphere. The girl's expression is remarkably focused. With an astonishingly steady hand, she grips an electronic eyeliner that emits a cold, blue light. Carefully, she traces the tip of the pencil along the contour of her upper lid, smoothly and decisively swiping it across, instantly creating a precise, sharp, cyborg-esque line. The cool and warm tones of neon are intertwined with the technological blue light of eyeliner, carving out distinct contours and deep shadows on her high nose bridge and tightly pursed lips. The whole picture is full of the ritual sense and resolute beauty of self-armor in the apocalyptic environment.", + "seed": 7686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_9/index_4115_seed_7686_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09415231607854366, + "vlm_logprob": -0.09415231607854366, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.09415231607854366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4293973743915558 + ], + "opposite_logprob_tokens": [ + -1.0543973445892334 + ], + "logprob_reward": -0.4293973743915558, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4293973743915558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25411033630371094, + 0.05275383219122887, + 0.1774333268404007, + 0.04338182508945465, + 0.08745807409286499, + 0.11775065213441849, + 0.09833181649446487, + 0.06227435916662216, + 0.07088334113359451, + 0.035622488707304 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.4293973743915558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550893239676952 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550893239676952, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550893239676952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08198106288909912, + 0.10886265337467194, + 0.1414058357477188, + 0.058499403297901154, + 0.06410468369722366, + 0.10969791561365128, + 0.13119983673095703, + 0.13761290907859802, + 0.11959420144557953, + 0.04704151675105095 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.012550893239676952 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607704907655716 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607704907655716, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607704907655716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19438116252422333, + 0.15623651444911957, + 0.12898549437522888, + 0.039061110466718674, + 0.09803120791912079, + 0.06063370779156685, + 0.0765397921204567, + 0.10134057700634003, + 0.04178900271654129, + 0.10300144553184509 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01607704907655716 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040963320061564445 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.0040963320061564445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040963320061564445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21520157158374786, + 0.19625429809093475, + 0.1616848111152649, + 0.04376573860645294, + 0.06630078703165054, + 0.10423417389392853, + 0.06387994438409805, + 0.023460453376173973, + 0.03979164734482765, + 0.08542663604021072 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0040963320061564445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639931678771973 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639931678771973, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639931678771973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13158312439918518, + 0.14431215822696686, + 0.13469509780406952, + 0.051372673362493515, + 0.06362827122211456, + 0.12094224989414215, + 0.07245447486639023, + 0.13120612502098083, + 0.05972464755177498, + 0.09008119255304337 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.008639931678771973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, tight close-up locks the viewer's gaze on a shattered mirror, riddled with spiderweb-like cracks. Reflecting it is the fragmented image of a young woman. Her hair is neatly cut in a short orange bob, a few strands wet from the icy rain clinging to her smooth temples. Her emerald eyes radiate an unmistakable resolve. In the background, magenta and cyan neon lights cast hazy smears on the damp brick walls, while icy raindrops drift diagonally through the light, creating a decadent and psychedelic cyberpunk atmosphere. The girl's expression is remarkably focused. With an astonishingly steady hand, she grips an electronic eyeliner that emits a cold, blue light. Carefully, she traces the tip of the pencil along the contour of her upper lid, smoothly and decisively swiping it across, instantly creating a precise, sharp, cyborg-esque line. The cool and warm tones of neon are intertwined with the technological blue light of eyeliner, carving out distinct contours and deep shadows on her high nose bridge and tightly pursed lips. The whole picture is full of the ritual sense and resolute beauty of self-armor in the apocalyptic environment.", + "seed": 7687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000144/group_9/index_4115_seed_7687_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32993126176297666, + "vlm_logprob": -0.32993126176297666, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.32993126176297666, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6010851860046387 + ], + "opposite_logprob_tokens": [ + -0.22608521580696106 + ], + "logprob_reward": -1.6010851860046387, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6010851860046387, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3928678333759308, + 0.0842612013220787, + 0.07249896973371506, + 0.10988671332597733, + 0.10353703051805496, + 0.08938682079315186, + 0.05175356939435005, + 0.03155269846320152, + 0.043492838740348816, + 0.020762430503964424 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -1.6010851860046387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023319868370890617 + ], + "opposite_logprob_tokens": [ + -3.773319959640503 + ], + "logprob_reward": -0.023319868370890617, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023319868370890617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2352551370859146, + 0.18943525850772858, + 0.10534358769655228, + 0.08833090215921402, + 0.09425440430641174, + 0.05906061828136444, + 0.04855848848819733, + 0.02973358891904354, + 0.0973309800028801, + 0.052697088569402695 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023319868370890617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557603418827057 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.012557603418827057, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557603418827057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3934040069580078, + 0.11047818511724472, + 0.069230817258358, + 0.1058141365647316, + 0.08972939848899841, + 0.07401057332754135, + 0.04401232302188873, + 0.032914452254772186, + 0.0501096211373806, + 0.030296439304947853 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.012557603418827057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067406888119876385 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.0067406888119876385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067406888119876385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3791884481906891, + 0.10372757911682129, + 0.09967556595802307, + 0.11074943840503693, + 0.06122957170009613, + 0.0848010703921318, + 0.05535934865474701, + 0.033727016299963, + 0.04487619921565056, + 0.026665788143873215 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0067406888119876385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a steady, tight close-up focused on a shattered mirror with spiderweb-like cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with a short orange bob haircut and emerald eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding an electronic eyeliner that emits a cold blue light and applying it to her upper eyelid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature magenta and cyan neon lights casting hazy smears on damp brick walls with diagonal icy raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's expression appear remarkably focused and resolute while applying the eyeliner?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059529622085392475 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.0059529622085392475, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059529622085392475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26647716760635376, + 0.12998579442501068, + 0.07770990580320358, + 0.11921948939561844, + 0.08214177191257477, + 0.10305137932300568, + 0.06737764179706573, + 0.04786696657538414, + 0.06718922406435013, + 0.038980625569820404 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0059529622085392475 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_0/index_tensor([1780, 1780])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_0/index_tensor([1780, 1780])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7b329cec7d7eec7923e1977d8b211566325e426b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_0/index_tensor([1780, 1780])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From an eye-level handheld perspective, the camera shakes violently, reflecting the chaotic movement inside a moving SUV as it traverses rugged terrain. A group of three young men huddled in a shanty cabin, their bodies lurching uncontrollably with every jolting impact. The man in the passenger seat, with windswept sandy-blond hair and a faded blue crewneck sweatshirt, throws his head back, his face lit with pure, open-mouthed laughter. Behind him, another young man in a black hoodie leans against the roll cage, his knuckles white, but his face breaks into an adrenaline-fueled grin. Harsh, bright sunlight filters through the dusty windows, creating intense highlights and rapidly shifting shadows that dance across their excited expressions. Through the windshield, a sun-bleached rocky path blurs into an indistinguishable array of earth tones, intensifying the sense of breakneck speed. The entire scene is a visceral symphony of sharp, sudden movements and joyous chaos, capturing the raw, high-energy atmosphere of youthful indulgence and shared adventure.", + "seed": 27246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_0/index_1780_seed_27246_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19772519543766975, + "vlm_logprob": -0.19772519543766975, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.19772519543766975, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.832989513874054 + ], + "opposite_logprob_tokens": [ + -0.582989513874054 + ], + "logprob_reward": -0.832989513874054, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.832989513874054, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21813878417015076, + 0.07333856076002121, + 0.04586571827530861, + 0.0720067024230957, + 0.30261388421058655, + 0.03779170289635658, + 0.03191341832280159, + 0.0660381093621254, + 0.09613296389579773, + 0.05616015940904617 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.832989513874054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700552687048912 + ], + "opposite_logprob_tokens": [ + -2.6950552463531494 + ], + "logprob_reward": -0.0700552687048912, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700552687048912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29006123542785645, + 0.19326689839363098, + 0.10485942661762238, + 0.1364692747592926, + 0.06881023198366165, + 0.03265857696533203, + 0.017494620755314827, + 0.03296728804707527, + 0.015335075557231903, + 0.10807743668556213 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0700552687048912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194444477558136 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.018194444477558136, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194444477558136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2879221737384796, + 0.08259616792201996, + 0.14881892502307892, + 0.10800522565841675, + 0.11815330386161804, + 0.04851925000548363, + 0.10381296277046204, + 0.02173810638487339, + 0.03129233419895172, + 0.0491415299475193 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.018194444477558136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369487449526787 + ], + "opposite_logprob_tokens": [ + -3.4086949825286865 + ], + "logprob_reward": -0.03369487449526787, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369487449526787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5366517901420593, + 0.07529966533184052, + 0.0804048702120781, + 0.060742203146219254, + 0.07187960296869278, + 0.018345605581998825, + 0.03234483301639557, + 0.023946763947606087, + 0.04791676253080368, + 0.05246791988611221 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03369487449526787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691875636577606 + ], + "opposite_logprob_tokens": [ + -3.408691883087158 + ], + "logprob_reward": -0.033691875636577606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691875636577606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2523631453514099, + 0.043612245470285416, + 0.06511908024549484, + 0.047430288046598434, + 0.1974572092294693, + 0.1303040236234665, + 0.01953097991645336, + 0.0977591797709465, + 0.08368413895368576, + 0.06273965537548065 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.033691875636577606 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an eye-level handheld perspective, the camera shakes violently, reflecting the chaotic movement inside a moving SUV as it traverses rugged terrain. A group of three young men huddled in a shanty cabin, their bodies lurching uncontrollably with every jolting impact. The man in the passenger seat, with windswept sandy-blond hair and a faded blue crewneck sweatshirt, throws his head back, his face lit with pure, open-mouthed laughter. Behind him, another young man in a black hoodie leans against the roll cage, his knuckles white, but his face breaks into an adrenaline-fueled grin. Harsh, bright sunlight filters through the dusty windows, creating intense highlights and rapidly shifting shadows that dance across their excited expressions. Through the windshield, a sun-bleached rocky path blurs into an indistinguishable array of earth tones, intensifying the sense of breakneck speed. The entire scene is a visceral symphony of sharp, sudden movements and joyous chaos, capturing the raw, high-energy atmosphere of youthful indulgence and shared adventure.", + "seed": 27247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_0/index_1780_seed_27247_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1306485418230295, + "vlm_logprob": -0.1306485418230295, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.1306485418230295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5302321314811707 + ], + "opposite_logprob_tokens": [ + -0.9052321314811707 + ], + "logprob_reward": -0.5302321314811707, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5302321314811707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16337847709655762, + 0.06653179973363876, + 0.07792601734399796, + 0.05536730960011482, + 0.12202887237071991, + 0.1398351788520813, + 0.08002790808677673, + 0.13642732799053192, + 0.08238568156957626, + 0.0760914534330368 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.5302321314811707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309217259287834 + ], + "opposite_logprob_tokens": [ + -3.1680922508239746 + ], + "logprob_reward": -0.04309217259287834, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309217259287834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08592463284730911, + 0.0953684151172638, + 0.09136680513620377, + 0.045426055788993835, + 0.058869682252407074, + 0.12762154638767242, + 0.1864548772573471, + 0.040543463081121445, + 0.08418653905391693, + 0.18423797190189362 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.04309217259287834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18241716921329498, + 0.06733185797929764, + 0.11120901256799698, + 0.031585443764925, + 0.11627799272537231, + 0.14145517349243164, + 0.08701404929161072, + 0.07499616593122482, + 0.0621032752096653, + 0.1256098449230194 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.012540297582745552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688995987176895 + ], + "opposite_logprob_tokens": [ + -3.408689022064209 + ], + "logprob_reward": -0.033688995987176895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688995987176895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052924901247024536, + 0.07890865206718445, + 0.19523970782756805, + 0.09547346085309982, + 0.06689389795064926, + 0.11051294207572937, + 0.09056628495454788, + 0.06309853494167328, + 0.16176363825798035, + 0.0846179872751236 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.033688995987176895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368911147117615 + ], + "opposite_logprob_tokens": [ + -3.408689022064209 + ], + "logprob_reward": -0.03368911147117615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368911147117615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1459464132785797, + 0.05157540366053581, + 0.037546057254076004, + 0.06772717833518982, + 0.169680655002594, + 0.07186855375766754, + 0.11373696476221085, + 0.20319025218486786, + 0.0914122685790062, + 0.047316279262304306 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.03368911147117615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an eye-level handheld perspective, the camera shakes violently, reflecting the chaotic movement inside a moving SUV as it traverses rugged terrain. A group of three young men huddled in a shanty cabin, their bodies lurching uncontrollably with every jolting impact. The man in the passenger seat, with windswept sandy-blond hair and a faded blue crewneck sweatshirt, throws his head back, his face lit with pure, open-mouthed laughter. Behind him, another young man in a black hoodie leans against the roll cage, his knuckles white, but his face breaks into an adrenaline-fueled grin. Harsh, bright sunlight filters through the dusty windows, creating intense highlights and rapidly shifting shadows that dance across their excited expressions. Through the windshield, a sun-bleached rocky path blurs into an indistinguishable array of earth tones, intensifying the sense of breakneck speed. The entire scene is a visceral symphony of sharp, sudden movements and joyous chaos, capturing the raw, high-energy atmosphere of youthful indulgence and shared adventure.", + "seed": 27248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_0/index_1780_seed_27248_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2885708114132285, + "vlm_logprob": -0.2885708114132285, + "vlm_yes_no_margin": 2.3999999880790712, + "vlm_token_credit": -0.2885708114132285, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.226550817489624 + ], + "opposite_logprob_tokens": [ + -0.35155075788497925 + ], + "logprob_reward": -1.226550817489624, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.226550817489624, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1483248472213745, + 0.1926785111427307, + 0.07849094271659851, + 0.05440625920891762, + 0.08748188614845276, + 0.0828595981001854, + 0.06864266097545624, + 0.07091311365365982, + 0.08849938958883286, + 0.12770283222198486 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -1.226550817489624 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869622364640236 + ], + "opposite_logprob_tokens": [ + -3.048696279525757 + ], + "logprob_reward": -0.04869622364640236, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869622364640236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12776045501232147, + 0.22094286978244781, + 0.1023690402507782, + 0.06513851881027222, + 0.06676919758319855, + 0.19456134736537933, + 0.06826771795749664, + 0.10456980019807816, + 0.015749813988804817, + 0.03387119621038437 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.04869622364640236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205877669155598 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.014205877669155598, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205877669155598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12783648073673248, + 0.26227113604545593, + 0.07755247503519058, + 0.04271972179412842, + 0.0672285333275795, + 0.0661393254995346, + 0.09787385165691376, + 0.1856520026922226, + 0.02530675381422043, + 0.04741974174976349 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.014205877669155598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634573169052601 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634573169052601, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634573169052601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18447120487689972, + 0.1371738761663437, + 0.08616801351308823, + 0.11257990449666977, + 0.06292829662561417, + 0.09878955036401749, + 0.06975997984409332, + 0.12126463651657104, + 0.08017117530107498, + 0.04669336974620819 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02634573169052601 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705540657043457 + ], + "opposite_logprob_tokens": [ + -2.1270554065704346 + ], + "logprob_reward": -0.12705540657043457, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705540657043457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3037298023700714, + 0.14597657322883606, + 0.04407322406768799, + 0.05910410359501839, + 0.0869547575712204, + 0.0886746495962143, + 0.07721211761236191, + 0.041541147977113724, + 0.09844701737165451, + 0.05428659915924072 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.12705540657043457 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an eye-level handheld perspective, the camera shakes violently, reflecting the chaotic movement inside a moving SUV as it traverses rugged terrain. A group of three young men huddled in a shanty cabin, their bodies lurching uncontrollably with every jolting impact. The man in the passenger seat, with windswept sandy-blond hair and a faded blue crewneck sweatshirt, throws his head back, his face lit with pure, open-mouthed laughter. Behind him, another young man in a black hoodie leans against the roll cage, his knuckles white, but his face breaks into an adrenaline-fueled grin. Harsh, bright sunlight filters through the dusty windows, creating intense highlights and rapidly shifting shadows that dance across their excited expressions. Through the windshield, a sun-bleached rocky path blurs into an indistinguishable array of earth tones, intensifying the sense of breakneck speed. The entire scene is a visceral symphony of sharp, sudden movements and joyous chaos, capturing the raw, high-energy atmosphere of youthful indulgence and shared adventure.", + "seed": 27249, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_0/index_1780_seed_27249_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24470181297510862, + "vlm_logprob": -0.24470181297510862, + "vlm_yes_no_margin": 3.0249999523162843, + "vlm_token_credit": -0.24470181297510862, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.14383065700531 + ], + "opposite_logprob_tokens": [ + -0.39383065700531006 + ], + "logprob_reward": -1.14383065700531, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.14383065700531, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1173698827624321, + 0.08722905814647675, + 0.2097621113061905, + 0.06996290385723114, + 0.035936273634433746, + 0.08579415082931519, + 0.05407145246863365, + 0.0601615346968174, + 0.1562533974647522, + 0.12345917522907257 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -1.14383065700531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020610567182302475 + ], + "opposite_logprob_tokens": [ + -3.8956105709075928 + ], + "logprob_reward": -0.020610567182302475, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020610567182302475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15996083617210388, + 0.17205742001533508, + 0.10248468071222305, + 0.04356769844889641, + 0.030588200315833092, + 0.07999203354120255, + 0.04674254357814789, + 0.0615246556699276, + 0.0651031881570816, + 0.2379787266254425 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.020610567182302475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080753989517689 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080753989517689, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080753989517689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11316412687301636, + 0.0940161943435669, + 0.04192308336496353, + 0.1603730469942093, + 0.19914916157722473, + 0.054894737899303436, + 0.06858459115028381, + 0.11757221072912216, + 0.07614500820636749, + 0.0741778090596199 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.011080753989517689 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803644865751266 + ], + "opposite_logprob_tokens": [ + -3.52980375289917 + ], + "logprob_reward": -0.029803644865751266, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803644865751266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1285884827375412, + 0.1796690970659256, + 0.21992181241512299, + 0.06894341111183167, + 0.03972155600786209, + 0.0427764356136322, + 0.07878431677818298, + 0.1332879662513733, + 0.05653843656182289, + 0.05176851153373718 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.029803644865751266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are three young men visible huddled inside a moving SUV?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man in the passenger seat wearing a faded blue crewneck sweatshirt and has sandy-blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is another young man visible in a black hoodie leaning against a roll cage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show harsh bright sunlight filtering through dusty windows creating rapidly shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818344183266163 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.01818344183266163, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818344183266163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08775747567415237, + 0.048857297748327255, + 0.03329845517873764, + 0.03394189476966858, + 0.06931357830762863, + 0.16237404942512512, + 0.02765859290957451, + 0.04202623292803764, + 0.41666364669799805, + 0.0781087651848793 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.01818344183266163 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_1/index_tensor([5284, 5284])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_1/index_tensor([5284, 5284])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b7f71c28dc986f6c273c412c13129165d72300c2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_1/index_tensor([5284, 5284])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a distinctive '80s anime style, a medium profile shot perfectly complements a classic bullet train as it glides uncanny backwards on elevated tracks beneath a dark night sky. Hand-drawn animation lends the train a clean, transparent aesthetic; its sleek white metal body is bisected by a continuous royal blue stripe, and evenly spaced passenger windows reflect the scene. Angled streaks of rain stream down the glass, capturing and distorting the vibrant light of the sprawling, blurry metropolis in the background. The city below is an out-of-focus dreamscape of towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons. A distinctive film grain is employed throughout the visuals, adding a tactile, vintage quality to the imagery. As the train travels in reverse, dramatic, stylized anamorphic shots periodically sweep horizontally across the screen, creating a moody, cinematic, and nostalgic atmosphere.", + "seed": 11727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_1/index_5284_seed_11727_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.302012435067445, + "vlm_logprob": -0.302012435067445, + "vlm_yes_no_margin": 2.449999952316284, + "vlm_token_credit": -0.302012435067445, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3881470859050751 + ], + "opposite_logprob_tokens": [ + -1.1381471157073975 + ], + "logprob_reward": -0.3881470859050751, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3881470859050751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07808840274810791, + 0.020664595067501068, + 0.19366097450256348, + 0.35409730672836304, + 0.04102420061826706, + 0.12881390750408173, + 0.03769882395863533, + 0.11152993142604828, + 0.011771952733397484, + 0.02264995314180851 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.3881470859050751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006758686620742083 + ], + "opposite_logprob_tokens": [ + -5.006758689880371 + ], + "logprob_reward": -0.006758686620742083, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006758686620742083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07210881263017654, + 0.09919559955596924, + 0.28121528029441833, + 0.3126191794872284, + 0.03273790702223778, + 0.06780961900949478, + 0.05601776763796806, + 0.039186760783195496, + 0.015885954722762108, + 0.02322305180132389 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.006758686620742083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538803339004517 + ], + "opposite_logprob_tokens": [ + -0.4288803040981293 + ], + "logprob_reward": -1.0538803339004517, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538803339004517, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16483262181282043, + 0.08029759675264359, + 0.3383980691432953, + 0.025044303387403488, + 0.05480517819523811, + 0.1824590563774109, + 0.042319707572460175, + 0.08459857851266861, + 0.008930107578635216, + 0.018314825370907784 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -1.0538803339004517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197255209088326 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.018197255209088326, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018197255209088326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06455551087856293, + 0.029196500778198242, + 0.47642552852630615, + 0.22783131897449493, + 0.029508642852306366, + 0.08823059499263763, + 0.03143933415412903, + 0.036480579525232315, + 0.008466102182865143, + 0.00786596443504095 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.018197255209088326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307881370186806 + ], + "opposite_logprob_tokens": [ + -3.168078899383545 + ], + "logprob_reward": -0.04307881370186806, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307881370186806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04182184487581253, + 0.16260835528373718, + 0.17123182117938995, + 0.32484984397888184, + 0.08217974007129669, + 0.16286613047122955, + 0.018809007480740547, + 0.0115627720952034, + 0.011905535124242306, + 0.012164914980530739 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.04307881370186806 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a distinctive '80s anime style, a medium profile shot perfectly complements a classic bullet train as it glides uncanny backwards on elevated tracks beneath a dark night sky. Hand-drawn animation lends the train a clean, transparent aesthetic; its sleek white metal body is bisected by a continuous royal blue stripe, and evenly spaced passenger windows reflect the scene. Angled streaks of rain stream down the glass, capturing and distorting the vibrant light of the sprawling, blurry metropolis in the background. The city below is an out-of-focus dreamscape of towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons. A distinctive film grain is employed throughout the visuals, adding a tactile, vintage quality to the imagery. As the train travels in reverse, dramatic, stylized anamorphic shots periodically sweep horizontally across the screen, creating a moody, cinematic, and nostalgic atmosphere.", + "seed": 11728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_1/index_5284_seed_11728_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13087419411167503, + "vlm_logprob": -0.13087419411167503, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.13087419411167503, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2829868793487549 + ], + "opposite_logprob_tokens": [ + -1.4079868793487549 + ], + "logprob_reward": -0.2829868793487549, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2829868793487549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24779421091079712, + 0.18405890464782715, + 0.046595193445682526, + 0.0703849270939827, + 0.1363554745912552, + 0.05106841027736664, + 0.028092293068766594, + 0.09275662153959274, + 0.06285053491592407, + 0.08004340529441833 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2829868793487549 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004655949305742979 + ], + "opposite_logprob_tokens": [ + -5.379655838012695 + ], + "logprob_reward": -0.004655949305742979, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004655949305742979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22183045744895935, + 0.20736299455165863, + 0.05526512861251831, + 0.040899209678173065, + 0.11865048855543137, + 0.05543256178498268, + 0.01680181361734867, + 0.16973647475242615, + 0.09184624254703522, + 0.022174622863531113 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.004655949305742979 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134431540966034 + ], + "opposite_logprob_tokens": [ + -1.3134431838989258 + ], + "logprob_reward": -0.3134431540966034, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134431540966034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08010520786046982, + 0.03566431999206543, + 0.03788115829229355, + 0.032751549035310745, + 0.0374937579035759, + 0.07205869257450104, + 0.02385811321437359, + 0.5362966656684875, + 0.11875351518392563, + 0.02513706311583519 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.3134431540966034 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638269543647766 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638269543647766, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638269543647766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16868604719638824, + 0.08768372982740402, + 0.054769743233919144, + 0.02477523684501648, + 0.02019646018743515, + 0.1323966681957245, + 0.013304623775184155, + 0.30987393856048584, + 0.16739647090435028, + 0.020917093381285667 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.004638269543647766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486467182636261 + ], + "opposite_logprob_tokens": [ + -3.0486466884613037 + ], + "logprob_reward": -0.0486467182636261, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486467182636261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058552514761686325, + 0.14855219423770905, + 0.03636850789189339, + 0.07951834797859192, + 0.038814157247543335, + 0.046769432723522186, + 0.016192186623811722, + 0.5467795133590698, + 0.013520412147045135, + 0.014932694844901562 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.0486467182636261 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a distinctive '80s anime style, a medium profile shot perfectly complements a classic bullet train as it glides uncanny backwards on elevated tracks beneath a dark night sky. Hand-drawn animation lends the train a clean, transparent aesthetic; its sleek white metal body is bisected by a continuous royal blue stripe, and evenly spaced passenger windows reflect the scene. Angled streaks of rain stream down the glass, capturing and distorting the vibrant light of the sprawling, blurry metropolis in the background. The city below is an out-of-focus dreamscape of towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons. A distinctive film grain is employed throughout the visuals, adding a tactile, vintage quality to the imagery. As the train travels in reverse, dramatic, stylized anamorphic shots periodically sweep horizontally across the screen, creating a moody, cinematic, and nostalgic atmosphere.", + "seed": 11729, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_1/index_5284_seed_11729_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19830388948321342, + "vlm_logprob": -0.19830388948321342, + "vlm_yes_no_margin": 2.7749999940395353, + "vlm_token_credit": -0.19830388948321342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4754015803337097 + ], + "opposite_logprob_tokens": [ + -0.9754015803337097 + ], + "logprob_reward": -0.4754015803337097, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4754015803337097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28695857524871826, + 0.046591173857450485, + 0.21272549033164978, + 0.022306213155388832, + 0.05644339695572853, + 0.07603295147418976, + 0.08435209095478058, + 0.09312013536691666, + 0.04280721768736839, + 0.07866277545690536 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.4754015803337097 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012568079866468906 + ], + "opposite_logprob_tokens": [ + -4.38756799697876 + ], + "logprob_reward": -0.012568079866468906, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012568079866468906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20136165618896484, + 0.062322184443473816, + 0.15867550671100616, + 0.047993652522563934, + 0.06108042597770691, + 0.055357180535793304, + 0.13674472272396088, + 0.07112223654985428, + 0.13073128461837769, + 0.0746111050248146 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.012568079866468906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742765724658966 + ], + "opposite_logprob_tokens": [ + -0.9742765426635742 + ], + "logprob_reward": -0.4742765724658966, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4742765724658966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13564088940620422, + 0.08636724203824997, + 0.08415162563323975, + 0.034634653478860855, + 0.2542096674442291, + 0.09003093838691711, + 0.052692003548145294, + 0.0634525790810585, + 0.1365991234779358, + 0.06222127377986908 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.4742765724658966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081579141318798 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081579141318798, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081579141318798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35396063327789307, + 0.08649533987045288, + 0.18272210657596588, + 0.04193998500704765, + 0.03131067007780075, + 0.09140446782112122, + 0.04851730540394783, + 0.052877530455589294, + 0.06776317954063416, + 0.043008770793676376 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.011081579141318798 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191635608673096 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.018191635608673096, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191635608673096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14636695384979248, + 0.08817656338214874, + 0.22057808935642242, + 0.03234712406992912, + 0.19492079317569733, + 0.040612731128931046, + 0.052858058363199234, + 0.06647547334432602, + 0.1027551218867302, + 0.05490904301404953 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.018191635608673096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a distinctive '80s anime style, a medium profile shot perfectly complements a classic bullet train as it glides uncanny backwards on elevated tracks beneath a dark night sky. Hand-drawn animation lends the train a clean, transparent aesthetic; its sleek white metal body is bisected by a continuous royal blue stripe, and evenly spaced passenger windows reflect the scene. Angled streaks of rain stream down the glass, capturing and distorting the vibrant light of the sprawling, blurry metropolis in the background. The city below is an out-of-focus dreamscape of towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons. A distinctive film grain is employed throughout the visuals, adding a tactile, vintage quality to the imagery. As the train travels in reverse, dramatic, stylized anamorphic shots periodically sweep horizontally across the screen, creating a moody, cinematic, and nostalgic atmosphere.", + "seed": 11730, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_1/index_5284_seed_11730_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14053425565361977, + "vlm_logprob": -0.14053425565361977, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.14053425565361977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20275449752807617 + ], + "opposite_logprob_tokens": [ + -1.7027544975280762 + ], + "logprob_reward": -0.20275449752807617, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20275449752807617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08361215889453888, + 0.028514476493000984, + 0.14177966117858887, + 0.026416363194584846, + 0.07102975994348526, + 0.4550728499889374, + 0.07158707827329636, + 0.017990225926041603, + 0.08708364516496658, + 0.01691381074488163 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.20275449752807617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007649415638297796 + ], + "opposite_logprob_tokens": [ + -4.8826494216918945 + ], + "logprob_reward": -0.007649415638297796, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007649415638297796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05015949904918671, + 0.04012250527739525, + 0.2212875485420227, + 0.03888818621635437, + 0.08757824450731277, + 0.1358322948217392, + 0.12908662855625153, + 0.07295896112918854, + 0.2037184089422226, + 0.020367644727230072 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.007649415638297796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742584824562073 + ], + "opposite_logprob_tokens": [ + -0.9742584824562073 + ], + "logprob_reward": -0.4742584824562073, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742584824562073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1245020180940628, + 0.06116986647248268, + 0.21501141786575317, + 0.036391615867614746, + 0.0957152247428894, + 0.2708754241466522, + 0.07997990399599075, + 0.03783975914120674, + 0.04003504663705826, + 0.038479678332805634 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.4742584824562073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019407500512897968 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019407500512897968, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019407500512897968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08363442122936249, + 0.0866636112332344, + 0.061041366308927536, + 0.03543752059340477, + 0.29181596636772156, + 0.07037002593278885, + 0.14127609133720398, + 0.16760899126529694, + 0.03624032437801361, + 0.025911621749401093 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.0019407500512897968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style distinctive '80s anime with hand-drawn animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic bullet train with a sleek white metal body and a continuous royal blue stripe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving backwards on elevated tracks beneath a dark night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a blurry metropolis with out-of-focus towering silhouettes and glowing neon signs in saturated pinks, electric blues, and crimsons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there dramatic, stylized anamorphic shots that sweep horizontally across the screen periodically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606813259422779 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.01606813259422779, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606813259422779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03521675989031792, + 0.03943246975541115, + 0.42471420764923096, + 0.039222948253154755, + 0.12329792231321335, + 0.20940688252449036, + 0.055776674300432205, + 0.015477413311600685, + 0.034011345356702805, + 0.023443395271897316 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.01606813259422779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_10/index_tensor([1854, 1854])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_10/index_tensor([1854, 1854])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0dd19dde54774b167bd0a751089b416dbd80915f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_10/index_tensor([1854, 1854])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a wide shot of a dark, abyssal trench, then unfolds with a slow, deliberate, and tightly focused camera movement, gliding smoothly through the inky water. The environment is illuminated by the chaotic, flickering neon glow of giant, submerged holographic advertisements, which glitch and distort, casting shifting hues of electronic magenta and cyan across the dense, grainy surface. Glittering, pixelated digital noise rains down like raindrops as the camera drifts past a school of tiny, chrome-plated robotic cleaner fish, equipped with glowing red optical sensors, which swim erratically. The camera focuses on the scene's central subject: a massive bioluminescent jellyfish drifting peacefully in the shattered depths. Its translucent crystal bell, etched with intricate patterns of living, pulsating circuitry, glows an ethereal blue, rhythmically contracting and expanding. With each gentle pulse, it illuminates the surrounding darkness, revealing massive, gossamer-thin tentacles, each hundreds of feet long, slowly and majestically unfurling with a languid, hypnotic grace. The camera continues to push in, closer and closer, until the frame is filled with the captivating, hypnotic expansion of the biological form, its organic, serene beauty contrasting starkly against the backdrop of the vast cyberpunk underwater city’s silhouette in the distance, creating a profound atmosphere of awe and solitary grandeur.", + "seed": 5957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_10/index_1854_seed_5957_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.032543208601418884, + "vlm_logprob": -0.032543208601418884, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.032543208601418884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02374253422021866 + ], + "opposite_logprob_tokens": [ + -3.773742437362671 + ], + "logprob_reward": -0.02374253422021866, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02374253422021866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12353373318910599, + 0.2180718183517456, + 0.05458682402968407, + 0.01910368911921978, + 0.34391072392463684, + 0.032747987657785416, + 0.020134730264544487, + 0.1487756073474884, + 0.012949962168931961, + 0.026184942573308945 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.02374253422021866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812897205352783 + ], + "opposite_logprob_tokens": [ + -3.2881288528442383 + ], + "logprob_reward": -0.03812897205352783, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812897205352783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08992958813905716, + 0.17840011417865753, + 0.08057095855474472, + 0.04716520756483078, + 0.18275219202041626, + 0.09451230615377426, + 0.04473881796002388, + 0.19755753874778748, + 0.023561734706163406, + 0.06081158667802811 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.03812897205352783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007210753974504769 + ], + "opposite_logprob_tokens": [ + -7.250720977783203 + ], + "logprob_reward": -0.0007210753974504769, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007210753974504769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08130326122045517, + 0.05890582129359245, + 0.02949593961238861, + 0.022872624918818474, + 0.07860729843378067, + 0.20010077953338623, + 0.107265904545784, + 0.31463074684143066, + 0.0394979752600193, + 0.06731963157653809 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.0007210753974504769 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062037866562604904 + ], + "opposite_logprob_tokens": [ + -2.812037944793701 + ], + "logprob_reward": -0.062037866562604904, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062037866562604904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03872008994221687, + 0.02860894240438938, + 0.03668983280658722, + 0.11553017050027847, + 0.04562927782535553, + 0.03203607723116875, + 0.061659689992666245, + 0.5962149500846863, + 0.01560190785676241, + 0.029308971017599106 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.062037866562604904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808559477329254 + ], + "opposite_logprob_tokens": [ + -3.288085699081421 + ], + "logprob_reward": -0.03808559477329254, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808559477329254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08172482997179031, + 0.053818464279174805, + 0.02675861120223999, + 0.03922582045197487, + 0.0440300852060318, + 0.12527593970298767, + 0.04358881711959839, + 0.3829575479030609, + 0.07724713534116745, + 0.12537269294261932 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.03808559477329254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a wide shot of a dark, abyssal trench, then unfolds with a slow, deliberate, and tightly focused camera movement, gliding smoothly through the inky water. The environment is illuminated by the chaotic, flickering neon glow of giant, submerged holographic advertisements, which glitch and distort, casting shifting hues of electronic magenta and cyan across the dense, grainy surface. Glittering, pixelated digital noise rains down like raindrops as the camera drifts past a school of tiny, chrome-plated robotic cleaner fish, equipped with glowing red optical sensors, which swim erratically. The camera focuses on the scene's central subject: a massive bioluminescent jellyfish drifting peacefully in the shattered depths. Its translucent crystal bell, etched with intricate patterns of living, pulsating circuitry, glows an ethereal blue, rhythmically contracting and expanding. With each gentle pulse, it illuminates the surrounding darkness, revealing massive, gossamer-thin tentacles, each hundreds of feet long, slowly and majestically unfurling with a languid, hypnotic grace. The camera continues to push in, closer and closer, until the frame is filled with the captivating, hypnotic expansion of the biological form, its organic, serene beauty contrasting starkly against the backdrop of the vast cyberpunk underwater city’s silhouette in the distance, creating a profound atmosphere of awe and solitary grandeur.", + "seed": 5958, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_10/index_1854_seed_5958_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.038033867662306875, + "vlm_logprob": -0.038033867662306875, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.038033867662306875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07063782960176468 + ], + "opposite_logprob_tokens": [ + -2.6956379413604736 + ], + "logprob_reward": -0.07063782960176468, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07063782960176468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27765965461730957, + 0.07049787044525146, + 0.26177236437797546, + 0.11433732509613037, + 0.04297111928462982, + 0.04847272112965584, + 0.06221918389201164, + 0.06739959120750427, + 0.030539564788341522, + 0.024130605161190033 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07063782960176468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043096285313367844 + ], + "opposite_logprob_tokens": [ + -3.1680963039398193 + ], + "logprob_reward": -0.043096285313367844, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043096285313367844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29037973284721375, + 0.159091517329216, + 0.10094272345304489, + 0.09349359571933746, + 0.05384181812405586, + 0.10872869938611984, + 0.06724370270967484, + 0.07365735620260239, + 0.029081661254167557, + 0.023539165034890175 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.043096285313367844 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009233264136128128 + ], + "opposite_logprob_tokens": [ + -7.000923156738281 + ], + "logprob_reward": -0.0009233264136128128, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009233264136128128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18899621069431305, + 0.05106480419635773, + 0.08191166073083878, + 0.27871617674827576, + 0.08865956962108612, + 0.07820817083120346, + 0.061537519097328186, + 0.08887319266796112, + 0.053879592567682266, + 0.02815309166908264 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0009233264136128128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579038187861443 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579038187861443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579038187861443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1603700965642929, + 0.03515958786010742, + 0.07974765449762344, + 0.13101500272750854, + 0.0398547388613224, + 0.08328145742416382, + 0.08249933272600174, + 0.07310217618942261, + 0.26136165857315063, + 0.05360829457640648 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.020579038187861443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549328587949276 + ], + "opposite_logprob_tokens": [ + -2.9299328327178955 + ], + "logprob_reward": -0.0549328587949276, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549328587949276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2257910966873169, + 0.07376937568187714, + 0.08086970448493958, + 0.32145535945892334, + 0.09145943075418472, + 0.055144187062978745, + 0.04760730639100075, + 0.033529628068208694, + 0.03912164270877838, + 0.03125227987766266 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0549328587949276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a wide shot of a dark, abyssal trench, then unfolds with a slow, deliberate, and tightly focused camera movement, gliding smoothly through the inky water. The environment is illuminated by the chaotic, flickering neon glow of giant, submerged holographic advertisements, which glitch and distort, casting shifting hues of electronic magenta and cyan across the dense, grainy surface. Glittering, pixelated digital noise rains down like raindrops as the camera drifts past a school of tiny, chrome-plated robotic cleaner fish, equipped with glowing red optical sensors, which swim erratically. The camera focuses on the scene's central subject: a massive bioluminescent jellyfish drifting peacefully in the shattered depths. Its translucent crystal bell, etched with intricate patterns of living, pulsating circuitry, glows an ethereal blue, rhythmically contracting and expanding. With each gentle pulse, it illuminates the surrounding darkness, revealing massive, gossamer-thin tentacles, each hundreds of feet long, slowly and majestically unfurling with a languid, hypnotic grace. The camera continues to push in, closer and closer, until the frame is filled with the captivating, hypnotic expansion of the biological form, its organic, serene beauty contrasting starkly against the backdrop of the vast cyberpunk underwater city’s silhouette in the distance, creating a profound atmosphere of awe and solitary grandeur.", + "seed": 5959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_10/index_1854_seed_5959_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.057490773615427315, + "vlm_logprob": -0.057490773615427315, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.057490773615427315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20230607688426971 + ], + "opposite_logprob_tokens": [ + -1.7023060321807861 + ], + "logprob_reward": -0.20230607688426971, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20230607688426971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12728415429592133, + 0.15176168084144592, + 0.08675551414489746, + 0.048709988594055176, + 0.021575462073087692, + 0.16588172316551208, + 0.03913944214582443, + 0.04578289017081261, + 0.06337732821702957, + 0.24973176419734955 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.20230607688426971 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043097082525491714 + ], + "opposite_logprob_tokens": [ + -3.1680970191955566 + ], + "logprob_reward": -0.043097082525491714, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043097082525491714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1468365490436554, + 0.22023311257362366, + 0.07888549566268921, + 0.08638282865285873, + 0.0361643023788929, + 0.1962803453207016, + 0.02741609886288643, + 0.036606959998607635, + 0.08010857552289963, + 0.0910857766866684 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.043097082525491714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015159078175202012 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015159078175202012, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015159078175202012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055821724236011505, + 0.05430498346686363, + 0.06893100589513779, + 0.054339583963155746, + 0.12285128980875015, + 0.2807447016239166, + 0.08051283657550812, + 0.09306073933839798, + 0.05074907839298248, + 0.13868407905101776 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.0015159078175202012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634584717452526 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634584717452526, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634584717452526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04893201217055321, + 0.05119999125599861, + 0.03718993067741394, + 0.03820648416876793, + 0.033866267651319504, + 0.08947185426950455, + 0.11937562376260757, + 0.2850886285305023, + 0.12660391628742218, + 0.1700652539730072 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.02634584717452526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188953675329685 + ], + "opposite_logprob_tokens": [ + -4.264188766479492 + ], + "logprob_reward": -0.014188953675329685, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188953675329685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13543133437633514, + 0.07059253007173538, + 0.05846607685089111, + 0.09537210315465927, + 0.10041205585002899, + 0.3046063482761383, + 0.025954751297831535, + 0.09111057221889496, + 0.05491284281015396, + 0.06314142048358917 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.014188953675329685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a wide shot of a dark, abyssal trench, then unfolds with a slow, deliberate, and tightly focused camera movement, gliding smoothly through the inky water. The environment is illuminated by the chaotic, flickering neon glow of giant, submerged holographic advertisements, which glitch and distort, casting shifting hues of electronic magenta and cyan across the dense, grainy surface. Glittering, pixelated digital noise rains down like raindrops as the camera drifts past a school of tiny, chrome-plated robotic cleaner fish, equipped with glowing red optical sensors, which swim erratically. The camera focuses on the scene's central subject: a massive bioluminescent jellyfish drifting peacefully in the shattered depths. Its translucent crystal bell, etched with intricate patterns of living, pulsating circuitry, glows an ethereal blue, rhythmically contracting and expanding. With each gentle pulse, it illuminates the surrounding darkness, revealing massive, gossamer-thin tentacles, each hundreds of feet long, slowly and majestically unfurling with a languid, hypnotic grace. The camera continues to push in, closer and closer, until the frame is filled with the captivating, hypnotic expansion of the biological form, its organic, serene beauty contrasting starkly against the backdrop of the vast cyberpunk underwater city’s silhouette in the distance, creating a profound atmosphere of awe and solitary grandeur.", + "seed": 5960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_10/index_1854_seed_5960_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008418184379115701, + "vlm_logprob": -0.008418184379115701, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.008418184379115701, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018498754128813744 + ], + "opposite_logprob_tokens": [ + -4.01849889755249 + ], + "logprob_reward": -0.018498754128813744, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018498754128813744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10097744315862656, + 0.048671189695596695, + 0.0241540614515543, + 0.018921228125691414, + 0.06249021738767624, + 0.2141578048467636, + 0.05864806845784187, + 0.13617578148841858, + 0.29976940155029297, + 0.03603479266166687 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.018498754128813744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008661440573632717 + ], + "opposite_logprob_tokens": [ + -4.758661270141602 + ], + "logprob_reward": -0.008661440573632717, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008661440573632717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09796155244112015, + 0.061736587435007095, + 0.06722794473171234, + 0.038022108376026154, + 0.06589226424694061, + 0.32472464442253113, + 0.04845864325761795, + 0.09091813117265701, + 0.1642945408821106, + 0.040763601660728455 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.008661440573632717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010461101774126291 + ], + "opposite_logprob_tokens": [ + -6.876046180725098 + ], + "logprob_reward": -0.0010461101774126291, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010461101774126291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08480167388916016, + 0.04887143522500992, + 0.058145273476839066, + 0.04565950110554695, + 0.05250726267695427, + 0.2625884711742401, + 0.06693516671657562, + 0.0703590139746666, + 0.276337593793869, + 0.03379463031888008 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.0010461101774126291 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251304246485233 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251304246485233, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251304246485233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04697221517562866, + 0.029743395745754242, + 0.019769296050071716, + 0.021525489166378975, + 0.03777116537094116, + 0.048607148230075836, + 0.08039800077676773, + 0.08528602123260498, + 0.5692057013511658, + 0.060721542686223984 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.005251304246485233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, abyssal trench with inky water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are giant submerged holographic advertisements visible, glowing with chaotic flickering neon in magenta and cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive bioluminescent jellyfish with a translucent crystal bell etched with pulsating circuitry visible as the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the jellyfish have gossamer-thin tentacles hundreds of feet long that slowly unfurl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide shot and slowly push in until the frame is filled with the jellyfish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863331276923418 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.00863331276923418, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863331276923418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10211020708084106, + 0.05139501765370369, + 0.04901570826768875, + 0.027635283768177032, + 0.05711009353399277, + 0.15137793123722076, + 0.11219334602355957, + 0.07609334588050842, + 0.2683136463165283, + 0.1047554612159729 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.00863331276923418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_11/index_tensor([9362, 9362])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_11/index_tensor([9362, 9362])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d22ea3904e06d485549f0783c0a6b5b6746b93ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_11/index_tensor([9362, 9362])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, slow-motion shot from a horizontal angle focuses squarely on a jade pendant dangling from the waist. This delicate, pale green Hetian jade pendant, polished to a smooth, sleek finish and intricately carved with auspicious cloud patterns, is securely fastened by a dark brown, hand-woven silk cord to the waist of a man dressed in a moon-white, dark-patterned brocade robe. Below the pendant, a rouge-red tassel, made from hundreds of delicate threads, dangles, secured at the top by a tightly wound gold thread. As the wearer strides leisurely, the camera remains steady, capturing the jade pendant's gentle, rhythmic sway. Each movement reflects the soft afternoon light filtering through the gaps in the bamboo forest, revealing the jade's inner textures. At the same time, the silk tassels swayed more nimbly, each silk thread drawing an elegant and independent arc in the air, sometimes gathering, sometimes floating, gently brushing the side of the brocade robe, and shining with the unique warm luster of silk under the light. The whole picture reveals a quiet, elegant and classically poetic dynamic beauty in the ultimate details.", + "seed": 11498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_11/index_9362_seed_11498_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021169397607445718, + "vlm_logprob": -0.021169397607445718, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.021169397607445718, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012596921063959599 + ], + "opposite_logprob_tokens": [ + -4.51259708404541 + ], + "logprob_reward": -0.012596921063959599, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012596921063959599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18070881068706512, + 0.09160826355218887, + 0.08975900709629059, + 0.070013128221035, + 0.11886079609394073, + 0.027800559997558594, + 0.1029181107878685, + 0.1531730592250824, + 0.06902972608804703, + 0.09612856060266495 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.012596921063959599 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03379514440894127 + ], + "opposite_logprob_tokens": [ + -3.408795118331909 + ], + "logprob_reward": -0.03379514440894127, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03379514440894127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20073001086711884, + 0.11710318177938461, + 0.07355547696352005, + 0.06773331761360168, + 0.13760995864868164, + 0.035697679966688156, + 0.12882791459560394, + 0.08518879860639572, + 0.07450616359710693, + 0.0790475457906723 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03379514440894127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026379866525530815 + ], + "opposite_logprob_tokens": [ + -3.6513798236846924 + ], + "logprob_reward": -0.026379866525530815, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026379866525530815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10987557470798492, + 0.08960335701704025, + 0.07289239764213562, + 0.06240067631006241, + 0.2257061004638672, + 0.014211194589734077, + 0.19227708876132965, + 0.11751142144203186, + 0.03092716448009014, + 0.08459508419036865 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.026379866525530815 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780227206647396 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780227206647396, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780227206647396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11130379885435104, + 0.06859394162893295, + 0.12232167273759842, + 0.0863136574625969, + 0.16539281606674194, + 0.04926338791847229, + 0.05167519673705101, + 0.1432817578315735, + 0.10478436946868896, + 0.09706941992044449 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.009780227206647396 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294828832149506 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294828832149506, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294828832149506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16143345832824707, + 0.08059414476156235, + 0.09914284199476242, + 0.07210000604391098, + 0.17039236426353455, + 0.04392826184630394, + 0.032756634056568146, + 0.1531616896390915, + 0.10650688409805298, + 0.07998370379209518 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.023294828832149506 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, slow-motion shot from a horizontal angle focuses squarely on a jade pendant dangling from the waist. This delicate, pale green Hetian jade pendant, polished to a smooth, sleek finish and intricately carved with auspicious cloud patterns, is securely fastened by a dark brown, hand-woven silk cord to the waist of a man dressed in a moon-white, dark-patterned brocade robe. Below the pendant, a rouge-red tassel, made from hundreds of delicate threads, dangles, secured at the top by a tightly wound gold thread. As the wearer strides leisurely, the camera remains steady, capturing the jade pendant's gentle, rhythmic sway. Each movement reflects the soft afternoon light filtering through the gaps in the bamboo forest, revealing the jade's inner textures. At the same time, the silk tassels swayed more nimbly, each silk thread drawing an elegant and independent arc in the air, sometimes gathering, sometimes floating, gently brushing the side of the brocade robe, and shining with the unique warm luster of silk under the light. The whole picture reveals a quiet, elegant and classically poetic dynamic beauty in the ultimate details.", + "seed": 11499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_11/index_9362_seed_11499_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029715451784431933, + "vlm_logprob": -0.029715451784431933, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.029715451784431933, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01310250535607338 + ], + "opposite_logprob_tokens": [ + -4.3881025314331055 + ], + "logprob_reward": -0.01310250535607338, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01310250535607338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1920796036720276, + 0.12140499800443649, + 0.03874834254384041, + 0.026688791811466217, + 0.0297370795160532, + 0.024802986532449722, + 0.30707067251205444, + 0.04907367005944252, + 0.11574755609035492, + 0.09464626014232635 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.01310250535607338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814366087317467 + ], + "opposite_logprob_tokens": [ + -3.2881436347961426 + ], + "logprob_reward": -0.03814366087317467, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814366087317467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35741546750068665, + 0.12632296979427338, + 0.017204243689775467, + 0.060932788997888565, + 0.030637111514806747, + 0.019284427165985107, + 0.15810132026672363, + 0.061357248574495316, + 0.11729563772678375, + 0.051448751240968704 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.03814366087317467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373302146792412 + ], + "opposite_logprob_tokens": [ + -3.4087331295013428 + ], + "logprob_reward": -0.03373302146792412, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373302146792412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3444201350212097, + 0.0893363207578659, + 0.026832379400730133, + 0.05278429388999939, + 0.03026767633855343, + 0.013025226071476936, + 0.2790907323360443, + 0.027613746002316475, + 0.07108491659164429, + 0.06554456055164337 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.03373302146792412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635086007416248 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635086007416248, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635086007416248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11994192004203796, + 0.11771737784147263, + 0.04142872616648674, + 0.08415790647268295, + 0.046881116926670074, + 0.05130748078227043, + 0.2929176092147827, + 0.08898810297250748, + 0.11767958849668503, + 0.0389801487326622 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.008635086007416248 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496298521757126 + ], + "opposite_logprob_tokens": [ + -2.9299628734588623 + ], + "logprob_reward": -0.05496298521757126, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496298521757126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3023541569709778, + 0.13010326027870178, + 0.03155798092484474, + 0.11648759245872498, + 0.02761983498930931, + 0.03665119409561157, + 0.06198783963918686, + 0.07361916452646255, + 0.1881967931985855, + 0.03142223134636879 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.05496298521757126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, slow-motion shot from a horizontal angle focuses squarely on a jade pendant dangling from the waist. This delicate, pale green Hetian jade pendant, polished to a smooth, sleek finish and intricately carved with auspicious cloud patterns, is securely fastened by a dark brown, hand-woven silk cord to the waist of a man dressed in a moon-white, dark-patterned brocade robe. Below the pendant, a rouge-red tassel, made from hundreds of delicate threads, dangles, secured at the top by a tightly wound gold thread. As the wearer strides leisurely, the camera remains steady, capturing the jade pendant's gentle, rhythmic sway. Each movement reflects the soft afternoon light filtering through the gaps in the bamboo forest, revealing the jade's inner textures. At the same time, the silk tassels swayed more nimbly, each silk thread drawing an elegant and independent arc in the air, sometimes gathering, sometimes floating, gently brushing the side of the brocade robe, and shining with the unique warm luster of silk under the light. The whole picture reveals a quiet, elegant and classically poetic dynamic beauty in the ultimate details.", + "seed": 11500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_11/index_9362_seed_11500_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018231852166354656, + "vlm_logprob": -0.018231852166354656, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.018231852166354656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004795834422111511 + ], + "opposite_logprob_tokens": [ + -5.629796028137207 + ], + "logprob_reward": -0.004795834422111511, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004795834422111511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29173678159713745, + 0.07884935289621353, + 0.2385702282190323, + 0.06613177061080933, + 0.04286963492631912, + 0.06212418153882027, + 0.10235795378684998, + 0.04416365176439285, + 0.01894388347864151, + 0.05425260588526726 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.004795834422111511 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023331981152296066 + ], + "opposite_logprob_tokens": [ + -3.773331880569458 + ], + "logprob_reward": -0.023331981152296066, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023331981152296066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26140904426574707, + 0.09763126820325851, + 0.1765916645526886, + 0.055711060762405396, + 0.06490262597799301, + 0.023244284093379974, + 0.19625107944011688, + 0.03891315311193466, + 0.03769995644688606, + 0.04764581471681595 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.023331981152296066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198424950242043 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198424950242043, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198424950242043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24398212134838104, + 0.06605297327041626, + 0.17536811530590057, + 0.10550332069396973, + 0.12516064941883087, + 0.06712008267641068, + 0.10556720942258835, + 0.037332165986299515, + 0.022414881736040115, + 0.051498495042324066 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.018198424950242043 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732163019478321 + ], + "opposite_logprob_tokens": [ + -5.006731986999512 + ], + "logprob_reward": -0.006732163019478321, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732163019478321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09087979793548584, + 0.08008099347352982, + 0.3110451102256775, + 0.07539031654596329, + 0.06143252179026604, + 0.03705919161438942, + 0.1190861314535141, + 0.04399926960468292, + 0.067787766456604, + 0.11323892325162888 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.006732163019478321 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810085728764534 + ], + "opposite_logprob_tokens": [ + -3.2881009578704834 + ], + "logprob_reward": -0.03810085728764534, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810085728764534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18519434332847595, + 0.06798043847084045, + 0.15798534452915192, + 0.10830609500408173, + 0.08784123510122299, + 0.08078145980834961, + 0.05852866172790527, + 0.10383716970682144, + 0.04647016152739525, + 0.10307508707046509 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03810085728764534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, slow-motion shot from a horizontal angle focuses squarely on a jade pendant dangling from the waist. This delicate, pale green Hetian jade pendant, polished to a smooth, sleek finish and intricately carved with auspicious cloud patterns, is securely fastened by a dark brown, hand-woven silk cord to the waist of a man dressed in a moon-white, dark-patterned brocade robe. Below the pendant, a rouge-red tassel, made from hundreds of delicate threads, dangles, secured at the top by a tightly wound gold thread. As the wearer strides leisurely, the camera remains steady, capturing the jade pendant's gentle, rhythmic sway. Each movement reflects the soft afternoon light filtering through the gaps in the bamboo forest, revealing the jade's inner textures. At the same time, the silk tassels swayed more nimbly, each silk thread drawing an elegant and independent arc in the air, sometimes gathering, sometimes floating, gently brushing the side of the brocade robe, and shining with the unique warm luster of silk under the light. The whole picture reveals a quiet, elegant and classically poetic dynamic beauty in the ultimate details.", + "seed": 11501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_11/index_9362_seed_11501_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023392528388649227, + "vlm_logprob": -0.023392528388649227, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.023392528388649227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019709106534719467 + ], + "opposite_logprob_tokens": [ + -4.01970911026001 + ], + "logprob_reward": -0.019709106534719467, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019709106534719467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05388186126947403, + 0.0305489432066679, + 0.035493381321430206, + 0.017859727144241333, + 0.01767919212579727, + 0.0836130753159523, + 0.02438780479133129, + 0.0990779846906662, + 0.041270408779382706, + 0.5961876511573792 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.019709106534719467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02987711690366268 + ], + "opposite_logprob_tokens": [ + -3.529877185821533 + ], + "logprob_reward": -0.02987711690366268, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02987711690366268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06895720213651657, + 0.08485279977321625, + 0.06869848817586899, + 0.017278851941227913, + 0.042570825666189194, + 0.17660240828990936, + 0.03439640626311302, + 0.1382356733083725, + 0.04750274866819382, + 0.32090458273887634 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.02987711690366268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087828315794468 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011087828315794468, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087828315794468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08300256729125977, + 0.08267137408256531, + 0.03917049989104271, + 0.0675823763012886, + 0.0705297589302063, + 0.2203025370836258, + 0.039378128945827484, + 0.1748192310333252, + 0.04669447988271713, + 0.1758490949869156 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.011087828315794468 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625637110322714 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.007625637110322714, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625637110322714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1387178748846054, + 0.1377931386232376, + 0.020158573985099792, + 0.03333831951022148, + 0.07680507004261017, + 0.059743333607912064, + 0.12064611911773682, + 0.049756184220314026, + 0.03717165067791939, + 0.3258698284626007 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.007625637110322714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a jade pendant dangling from a waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the pendant made of pale green Hetian jade with auspicious cloud patterns and a dark brown hand-woven silk cord?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wearer a man dressed in a moon-white brocade robe with dark patterns and a rouge-red tassel below the pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a bamboo forest with soft afternoon light filtering through the gaps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain steady while capturing the pendant and tassel swaying as the wearer strides?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662953078746796 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.048662953078746796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662953078746796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09039703011512756, + 0.15344983339309692, + 0.02738863416016102, + 0.06347482651472092, + 0.05310164391994476, + 0.07537514716386795, + 0.052811399102211, + 0.043183375149965286, + 0.07589825242757797, + 0.36491987109184265 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.048662953078746796 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_12/index_tensor([4318, 4318])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_12/index_tensor([4318, 4318])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c08018be8e5173e60e458def9f61f8c9adb2689e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_12/index_tensor([4318, 4318])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, upward-tilting shot captures a lone figure struggling along a winding mountain path of jagged stone steps and slippery mud. A thick, damp, and cold mist, like a faint ink painting, engulfs the distant path and the ghostly silhouettes of ancient pine trees looming in the background, creating a sense of secluded silence and oppression. The figure is a young swordsman, stabbing a narrow, ancient longsword with a cold metallic sheen deep into the dirt and gravel beneath his feet, using it for support. His entire body rests on a hand gripping the leather-wrapped hilt, its knuckles white with exertion. He wears a dark gray, rough linen robe, the hem frayed and stained with mud from the long journey. His long, tangled black hair, damp with sweat and mist, plasters to his sharply defined face, revealing a long, old scar running from his brow to his temple. His chest heaves violently, each labored, rapid breath a visible puff of white steam in the cold air. His lips part slightly, his eyes a mixture of extreme fatigue and unyielding determination. As the camera steadily and calmly zooms in on him, the frame gradually tightens, focusing the viewer's attention entirely on his shoulders, which tremble slightly with his breathing, and a face filled with struggle and determination. The entire scene, cast in cold tones and soft, diffused light, creates an atmosphere of loneliness, tenacity, and epic tension.", + "seed": 29599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_12/index_4318_seed_29599_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06718680188059807, + "vlm_logprob": -0.06718680188059807, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.06718680188059807, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06257091462612152 + ], + "opposite_logprob_tokens": [ + -2.812570810317993 + ], + "logprob_reward": -0.06257091462612152, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06257091462612152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3026714622974396, + 0.050631385296583176, + 0.07048453390598297, + 0.08791385591030121, + 0.07739294320344925, + 0.11727514117956161, + 0.13798025250434875, + 0.06356843560934067, + 0.054251838475465775, + 0.0378301739692688 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.06257091462612152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255893051624298 + ], + "opposite_logprob_tokens": [ + -1.6005892753601074 + ], + "logprob_reward": -0.2255893051624298, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255893051624298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3599441349506378, + 0.08753401041030884, + 0.04419534653425217, + 0.06972786039113998, + 0.0722680613398552, + 0.09434640407562256, + 0.09549079090356827, + 0.07360633462667465, + 0.06835680454969406, + 0.03453029319643974 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.2255893051624298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606214977800846 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.01606214977800846, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606214977800846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44995975494384766, + 0.0902261883020401, + 0.050582557916641235, + 0.08606646955013275, + 0.07456138730049133, + 0.11717395484447479, + 0.040563859045505524, + 0.027618082240223885, + 0.033823162317276, + 0.02942456491291523 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.01606214977800846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001936228945851326 + ], + "opposite_logprob_tokens": [ + -6.251936435699463 + ], + "logprob_reward": -0.001936228945851326, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001936228945851326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1454269289970398, + 0.06102049723267555, + 0.06132678687572479, + 0.1287999302148819, + 0.17678391933441162, + 0.16020557284355164, + 0.08569437265396118, + 0.03823280334472656, + 0.07449418306350708, + 0.06801505386829376 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.001936228945851326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029775410890579224 + ], + "opposite_logprob_tokens": [ + -3.529775381088257 + ], + "logprob_reward": -0.029775410890579224, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029775410890579224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18164551258087158, + 0.12093966454267502, + 0.09095415472984314, + 0.08928877115249634, + 0.05959661677479744, + 0.07385416328907013, + 0.03458651155233383, + 0.08101314306259155, + 0.14131487905979156, + 0.1268066018819809 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.029775410890579224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting shot captures a lone figure struggling along a winding mountain path of jagged stone steps and slippery mud. A thick, damp, and cold mist, like a faint ink painting, engulfs the distant path and the ghostly silhouettes of ancient pine trees looming in the background, creating a sense of secluded silence and oppression. The figure is a young swordsman, stabbing a narrow, ancient longsword with a cold metallic sheen deep into the dirt and gravel beneath his feet, using it for support. His entire body rests on a hand gripping the leather-wrapped hilt, its knuckles white with exertion. He wears a dark gray, rough linen robe, the hem frayed and stained with mud from the long journey. His long, tangled black hair, damp with sweat and mist, plasters to his sharply defined face, revealing a long, old scar running from his brow to his temple. His chest heaves violently, each labored, rapid breath a visible puff of white steam in the cold air. His lips part slightly, his eyes a mixture of extreme fatigue and unyielding determination. As the camera steadily and calmly zooms in on him, the frame gradually tightens, focusing the viewer's attention entirely on his shoulders, which tremble slightly with his breathing, and a face filled with struggle and determination. The entire scene, cast in cold tones and soft, diffused light, creates an atmosphere of loneliness, tenacity, and epic tension.", + "seed": 29600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_12/index_4318_seed_29600_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036928913090378046, + "vlm_logprob": -0.036928913090378046, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.036928913090378046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07069170475006104 + ], + "opposite_logprob_tokens": [ + -2.6956915855407715 + ], + "logprob_reward": -0.07069170475006104, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07069170475006104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12507259845733643, + 0.10581683367490768, + 0.24157364666461945, + 0.06951969116926193, + 0.03540046140551567, + 0.04531178995966911, + 0.023319583386182785, + 0.06594710052013397, + 0.20651018619537354, + 0.08152810484170914 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.07069170475006104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904371410608292 + ], + "opposite_logprob_tokens": [ + -2.464043617248535 + ], + "logprob_reward": -0.08904371410608292, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904371410608292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20189866423606873, + 0.07383439689874649, + 0.17010794579982758, + 0.07093914598226547, + 0.05505021661520004, + 0.04924742877483368, + 0.04836201295256615, + 0.0715983510017395, + 0.17555786669254303, + 0.08340402692556381 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.08904371410608292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246561020612717 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246561020612717, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246561020612717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20160426199436188, + 0.09490830451250076, + 0.39477965235710144, + 0.10194184631109238, + 0.025317348539829254, + 0.03169001638889313, + 0.024444017559289932, + 0.03154059499502182, + 0.053114645183086395, + 0.04065927863121033 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.005246561020612717 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036106412298977375 + ], + "opposite_logprob_tokens": [ + -5.628610610961914 + ], + "logprob_reward": -0.0036106412298977375, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036106412298977375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2614786922931671, + 0.08194949477910995, + 0.0888400673866272, + 0.11881395429372787, + 0.03517419472336769, + 0.06964470446109772, + 0.06077834963798523, + 0.15532095730304718, + 0.052479103207588196, + 0.07552042603492737 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0036106412298977375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016051944345235825 + ], + "opposite_logprob_tokens": [ + -4.141051769256592 + ], + "logprob_reward": -0.016051944345235825, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016051944345235825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1707664281129837, + 0.1503743976354599, + 0.1037190854549408, + 0.12064901739358902, + 0.05967292934656143, + 0.026577265933156013, + 0.05111492797732353, + 0.08150874823331833, + 0.09983531385660172, + 0.13578183948993683 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.016051944345235825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting shot captures a lone figure struggling along a winding mountain path of jagged stone steps and slippery mud. A thick, damp, and cold mist, like a faint ink painting, engulfs the distant path and the ghostly silhouettes of ancient pine trees looming in the background, creating a sense of secluded silence and oppression. The figure is a young swordsman, stabbing a narrow, ancient longsword with a cold metallic sheen deep into the dirt and gravel beneath his feet, using it for support. His entire body rests on a hand gripping the leather-wrapped hilt, its knuckles white with exertion. He wears a dark gray, rough linen robe, the hem frayed and stained with mud from the long journey. His long, tangled black hair, damp with sweat and mist, plasters to his sharply defined face, revealing a long, old scar running from his brow to his temple. His chest heaves violently, each labored, rapid breath a visible puff of white steam in the cold air. His lips part slightly, his eyes a mixture of extreme fatigue and unyielding determination. As the camera steadily and calmly zooms in on him, the frame gradually tightens, focusing the viewer's attention entirely on his shoulders, which tremble slightly with his breathing, and a face filled with struggle and determination. The entire scene, cast in cold tones and soft, diffused light, creates an atmosphere of loneliness, tenacity, and epic tension.", + "seed": 29601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_12/index_4318_seed_29601_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.033808550145477054, + "vlm_logprob": -0.033808550145477054, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.033808550145477054, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030708078294992447 + ], + "opposite_logprob_tokens": [ + -3.530708074569702 + ], + "logprob_reward": -0.030708078294992447, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030708078294992447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11359289288520813, + 0.043874550610780716, + 0.030320318415760994, + 0.026546502485871315, + 0.04715491831302643, + 0.053842801600694656, + 0.5147008299827576, + 0.060208238661289215, + 0.022084273397922516, + 0.08767470717430115 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.030708078294992447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294469982385635 + ], + "opposite_logprob_tokens": [ + -2.2379446029663086 + ], + "logprob_reward": -0.11294469982385635, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294469982385635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2273772954940796, + 0.07454896718263626, + 0.07984279841184616, + 0.06115289404988289, + 0.05720190331339836, + 0.05166502669453621, + 0.3036523759365082, + 0.03248186782002449, + 0.03416403755545616, + 0.0779128298163414 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.11294469982385635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036100472789257765 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.0036100472789257765, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036100472789257765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2712380290031433, + 0.0377633273601532, + 0.08542647957801819, + 0.25791648030281067, + 0.06976424157619476, + 0.03898938000202179, + 0.1842210739850998, + 0.027356283739209175, + 0.013194614090025425, + 0.014130177907645702 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0036100472789257765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611116437241435 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.003611116437241435, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611116437241435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11364724487066269, + 0.05239149183034897, + 0.054408762603998184, + 0.06941600143909454, + 0.0705571323633194, + 0.09574930369853973, + 0.32675403356552124, + 0.07781641185283661, + 0.06885531544685364, + 0.07040421664714813 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.003611116437241435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01816880889236927 + ], + "opposite_logprob_tokens": [ + -4.018168926239014 + ], + "logprob_reward": -0.01816880889236927, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01816880889236927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1439341902732849, + 0.05309079587459564, + 0.06316620856523514, + 0.040361613035202026, + 0.13236850500106812, + 0.1643010526895523, + 0.2781424820423126, + 0.023323409259319305, + 0.0438242107629776, + 0.057487521320581436 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.01816880889236927 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward-tilting shot captures a lone figure struggling along a winding mountain path of jagged stone steps and slippery mud. A thick, damp, and cold mist, like a faint ink painting, engulfs the distant path and the ghostly silhouettes of ancient pine trees looming in the background, creating a sense of secluded silence and oppression. The figure is a young swordsman, stabbing a narrow, ancient longsword with a cold metallic sheen deep into the dirt and gravel beneath his feet, using it for support. His entire body rests on a hand gripping the leather-wrapped hilt, its knuckles white with exertion. He wears a dark gray, rough linen robe, the hem frayed and stained with mud from the long journey. His long, tangled black hair, damp with sweat and mist, plasters to his sharply defined face, revealing a long, old scar running from his brow to his temple. His chest heaves violently, each labored, rapid breath a visible puff of white steam in the cold air. His lips part slightly, his eyes a mixture of extreme fatigue and unyielding determination. As the camera steadily and calmly zooms in on him, the frame gradually tightens, focusing the viewer's attention entirely on his shoulders, which tremble slightly with his breathing, and a face filled with struggle and determination. The entire scene, cast in cold tones and soft, diffused light, creates an atmosphere of loneliness, tenacity, and epic tension.", + "seed": 29602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_12/index_4318_seed_29602_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09090761500410735, + "vlm_logprob": -0.09090761500410735, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.09090761500410735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12768742442131042 + ], + "opposite_logprob_tokens": [ + -2.127687454223633 + ], + "logprob_reward": -0.12768742442131042, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12768742442131042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3761429190635681, + 0.008456229232251644, + 0.024059342220425606, + 0.05504990741610527, + 0.05698099359869957, + 0.05653386563062668, + 0.3374801278114319, + 0.016852563247084618, + 0.033185724169015884, + 0.03525831177830696 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.12768742442131042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134286403656006 + ], + "opposite_logprob_tokens": [ + -1.40634286403656 + ], + "logprob_reward": -0.28134286403656006, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134286403656006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32964786887168884, + 0.01499171368777752, + 0.02533658780157566, + 0.0561714805662632, + 0.024412374943494797, + 0.037592679262161255, + 0.4653591811656952, + 0.015255376696586609, + 0.01639283075928688, + 0.01483991090208292 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.28134286403656006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031894787680357695 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.0031894787680357695, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031894787680357695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2347916215658188, + 0.018249323591589928, + 0.012289701029658318, + 0.04366937279701233, + 0.01987719163298607, + 0.01621353253722191, + 0.5885732173919678, + 0.03490079566836357, + 0.013992991298437119, + 0.017442286014556885 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0031894787680357695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639340288937092 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639340288937092, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639340288937092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16134847700595856, + 0.008064847439527512, + 0.041210319846868515, + 0.048570070415735245, + 0.02583150938153267, + 0.0756024420261383, + 0.5714284181594849, + 0.03546031564474106, + 0.010513040237128735, + 0.021970529109239578 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.008639340288937092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young swordsman wearing a dark gray, rough linen robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the swordsman stabbing a narrow, ancient longsword with a cold metallic sheen into the dirt and gravel beneath his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a winding mountain path of jagged stone steps and slippery mud with ancient pine trees in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene filled with a thick, damp, and cold mist that creates a soft, diffused lighting effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly zoom in on the swordsman, focusing on his shoulders and face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033678967505693436 + ], + "opposite_logprob_tokens": [ + -3.4086790084838867 + ], + "logprob_reward": -0.033678967505693436, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033678967505693436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3763122260570526, + 0.008111806586384773, + 0.026990382000803947, + 0.10905914008617401, + 0.03304000943899155, + 0.01474603172391653, + 0.35542839765548706, + 0.03378673270344734, + 0.009881660342216492, + 0.03264361992478371 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.033678967505693436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_13/index_tensor([3835, 3835])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_13/index_tensor([3835, 3835])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..35ad37eacf85c1546dc9d0f12ec1f066235887ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_13/index_tensor([3835, 3835])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle shot, the camera panning rapidly to the right, closely follows a laser-powered city train as it silently hurtles at breakneck speed through a canyon of majestic neoclassical buildings. The train's aerodynamic shape, like a bullet's nose, its smooth, polished exterior, like liquid metal, reflects the towering silhouettes of the surrounding buildings as it moves, creating a vibrant and dynamic image. A steady, intense blue laser beam emanating from the train's chassis, hovering above the ground, serves as the primary source of light for the entire scene, illuminating the massive Corinthian columns and intricate carvings of the buildings on either side, creating a dramatic interplay of light and shadow. As the train speeds along, it casts a sharp, elongated, and rapidly shifting shadow on the smooth, obsidian pavement, creating a stark contrast with its own blue light. The entire scene is shrouded in a powerful blue hue, its cold light permeating every corner of the frame, creating a surreal atmosphere that is both futuristic and timeless, imbued with a sense of coldness, solemnity, and powerful electricity.", + "seed": 21170, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_13/index_3835_seed_21170_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2711220525205135, + "vlm_logprob": -0.2711220525205135, + "vlm_yes_no_margin": 2.125000011920929, + "vlm_token_credit": -0.2711220525205135, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4293753504753113 + ], + "opposite_logprob_tokens": [ + -1.054375410079956 + ], + "logprob_reward": -0.4293753504753113, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4293753504753113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14430280029773712, + 0.12324761599302292, + 0.11886285245418549, + 0.12892112135887146, + 0.06057282164692879, + 0.03693166747689247, + 0.07277712225914001, + 0.21941250562667847, + 0.04370562732219696, + 0.05126583203673363 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.4293753504753113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.826144814491272 + ], + "opposite_logprob_tokens": [ + -0.576144814491272 + ], + "logprob_reward": -0.826144814491272, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.826144814491272, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4445916414260864, + 0.06919781118631363, + 0.026239609345793724, + 0.1532846987247467, + 0.06865999102592468, + 0.03622313216328621, + 0.03174170106649399, + 0.01949269510805607, + 0.05597588047385216, + 0.09459282457828522 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.826144814491272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331392839550972 + ], + "opposite_logprob_tokens": [ + -3.7733139991760254 + ], + "logprob_reward": -0.02331392839550972, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331392839550972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11491657048463821, + 0.06263776868581772, + 0.09601064771413803, + 0.38601505756378174, + 0.03731486573815346, + 0.05353457108139992, + 0.047763507813215256, + 0.10508984327316284, + 0.05800556764006615, + 0.0387115478515625 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.02331392839550972 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371585160493851 + ], + "opposite_logprob_tokens": [ + -3.4087159633636475 + ], + "logprob_reward": -0.03371585160493851, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371585160493851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17022845149040222, + 0.09101708978414536, + 0.08274777978658676, + 0.19896581768989563, + 0.048625558614730835, + 0.03919556736946106, + 0.07334756851196289, + 0.14619046449661255, + 0.08445136994123459, + 0.06523039191961288 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.03371585160493851 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043060317635536194 + ], + "opposite_logprob_tokens": [ + -3.168060302734375 + ], + "logprob_reward": -0.043060317635536194, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043060317635536194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14931142330169678, + 0.2625671327114105, + 0.11813925206661224, + 0.11707282066345215, + 0.06292928010225296, + 0.04877807945013046, + 0.0755787268280983, + 0.04542898014187813, + 0.04620340093970299, + 0.07399094849824905 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.043060317635536194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot, the camera panning rapidly to the right, closely follows a laser-powered city train as it silently hurtles at breakneck speed through a canyon of majestic neoclassical buildings. The train's aerodynamic shape, like a bullet's nose, its smooth, polished exterior, like liquid metal, reflects the towering silhouettes of the surrounding buildings as it moves, creating a vibrant and dynamic image. A steady, intense blue laser beam emanating from the train's chassis, hovering above the ground, serves as the primary source of light for the entire scene, illuminating the massive Corinthian columns and intricate carvings of the buildings on either side, creating a dramatic interplay of light and shadow. As the train speeds along, it casts a sharp, elongated, and rapidly shifting shadow on the smooth, obsidian pavement, creating a stark contrast with its own blue light. The entire scene is shrouded in a powerful blue hue, its cold light permeating every corner of the frame, creating a surreal atmosphere that is both futuristic and timeless, imbued with a sense of coldness, solemnity, and powerful electricity.", + "seed": 21171, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_13/index_3835_seed_21171_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3089935928583145, + "vlm_logprob": -0.3089935928583145, + "vlm_yes_no_margin": 1.9, + "vlm_token_credit": -0.3089935928583145, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8265061974525452 + ], + "opposite_logprob_tokens": [ + -0.5765061974525452 + ], + "logprob_reward": -0.8265061974525452, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8265061974525452, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08382190763950348, + 0.04918136075139046, + 0.016775382682681084, + 0.6822448968887329, + 0.010138978250324726, + 0.020752498880028725, + 0.021656746044754982, + 0.01383543387055397, + 0.05705806612968445, + 0.04453468322753906 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.8265061974525452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233515501022339 + ], + "opposite_logprob_tokens": [ + -0.8983515501022339 + ], + "logprob_reward": -0.5233515501022339, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233515501022339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09733446687459946, + 0.08872063457965851, + 0.2246875762939453, + 0.08948312699794769, + 0.039818719029426575, + 0.054845020174980164, + 0.16578315198421478, + 0.0598943717777729, + 0.04049656540155411, + 0.13893640041351318 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.5233515501022339 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211166650056839 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211166650056839, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211166650056839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09928154945373535, + 0.051334407180547714, + 0.053948432207107544, + 0.4283428490161896, + 0.039825811982154846, + 0.026223555207252502, + 0.09547416865825653, + 0.03528951108455658, + 0.06717637181282043, + 0.10310327261686325 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.014211166650056839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811141476035118 + ], + "opposite_logprob_tokens": [ + -3.288111448287964 + ], + "logprob_reward": -0.03811141476035118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811141476035118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055019740015268326, + 0.04187406972050667, + 0.014255953952670097, + 0.5730662941932678, + 0.016090327873826027, + 0.04416874051094055, + 0.04249913617968559, + 0.013011299073696136, + 0.090663380920887, + 0.10935107618570328 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.03811141476035118 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427876353263855 + ], + "opposite_logprob_tokens": [ + -2.0177876949310303 + ], + "logprob_reward": -0.1427876353263855, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427876353263855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01934140734374523, + 0.03970127925276756, + 0.024180885404348373, + 0.7248976826667786, + 0.0504533126950264, + 0.044953200966119766, + 0.00873966421931982, + 0.010175149887800217, + 0.05272291973233223, + 0.024834508076310158 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.1427876353263855 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot, the camera panning rapidly to the right, closely follows a laser-powered city train as it silently hurtles at breakneck speed through a canyon of majestic neoclassical buildings. The train's aerodynamic shape, like a bullet's nose, its smooth, polished exterior, like liquid metal, reflects the towering silhouettes of the surrounding buildings as it moves, creating a vibrant and dynamic image. A steady, intense blue laser beam emanating from the train's chassis, hovering above the ground, serves as the primary source of light for the entire scene, illuminating the massive Corinthian columns and intricate carvings of the buildings on either side, creating a dramatic interplay of light and shadow. As the train speeds along, it casts a sharp, elongated, and rapidly shifting shadow on the smooth, obsidian pavement, creating a stark contrast with its own blue light. The entire scene is shrouded in a powerful blue hue, its cold light permeating every corner of the frame, creating a surreal atmosphere that is both futuristic and timeless, imbued with a sense of coldness, solemnity, and powerful electricity.", + "seed": 21172, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_13/index_3835_seed_21172_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5802110675722361, + "vlm_logprob": -0.5802110675722361, + "vlm_yes_no_margin": 1.775000023841858, + "vlm_token_credit": -0.5802110675722361, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6937673687934875 + ], + "opposite_logprob_tokens": [ + -0.6937673687934875 + ], + "logprob_reward": -0.6937673687934875, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6937673687934875, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21276353299617767, + 0.060051556676626205, + 0.3551415503025055, + 0.03314812108874321, + 0.02480791136622429, + 0.03466939553618431, + 0.022841600701212883, + 0.04368377849459648, + 0.04921271279454231, + 0.16367985308170319 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.6937673687934875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1270124912261963 + ], + "opposite_logprob_tokens": [ + -0.12701256573200226 + ], + "logprob_reward": -2.1270124912261963, + "yes_no_margin_reward": -1.9999998807907104, + "token_credit_reward": -2.1270124912261963, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2422667145729065, + 0.020359577611088753, + 0.5746519565582275, + 0.023517832159996033, + 0.01855851709842682, + 0.009471919387578964, + 0.010526470839977264, + 0.02163742482662201, + 0.02434086613357067, + 0.05466868728399277 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -2.1270124912261963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029859529808163643 + ], + "opposite_logprob_tokens": [ + -3.5298595428466797 + ], + "logprob_reward": -0.029859529808163643, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029859529808163643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3227095305919647, + 0.0365423709154129, + 0.26090818643569946, + 0.04609883576631546, + 0.028519025072455406, + 0.03909328579902649, + 0.018297139555215836, + 0.047495439648628235, + 0.06707186996936798, + 0.13326434791088104 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.029859529808163643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020610567182302475 + ], + "opposite_logprob_tokens": [ + -3.8956105709075928 + ], + "logprob_reward": -0.020610567182302475, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020610567182302475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10130254924297333, + 0.015979180112481117, + 0.7433222532272339, + 0.02271200157701969, + 0.015211501158773899, + 0.012468458153307438, + 0.020512523129582405, + 0.009373369626700878, + 0.01603340171277523, + 0.043084755539894104 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.020610567182302475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980538085103035 + ], + "opposite_logprob_tokens": [ + -3.5298054218292236 + ], + "logprob_reward": -0.02980538085103035, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980538085103035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09011213481426239, + 0.02685990184545517, + 0.7244421243667603, + 0.0320328027009964, + 0.015144918113946915, + 0.033811651170253754, + 0.01053066086024046, + 0.006667933892458677, + 0.0331917330622673, + 0.027206139639019966 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02980538085103035 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot, the camera panning rapidly to the right, closely follows a laser-powered city train as it silently hurtles at breakneck speed through a canyon of majestic neoclassical buildings. The train's aerodynamic shape, like a bullet's nose, its smooth, polished exterior, like liquid metal, reflects the towering silhouettes of the surrounding buildings as it moves, creating a vibrant and dynamic image. A steady, intense blue laser beam emanating from the train's chassis, hovering above the ground, serves as the primary source of light for the entire scene, illuminating the massive Corinthian columns and intricate carvings of the buildings on either side, creating a dramatic interplay of light and shadow. As the train speeds along, it casts a sharp, elongated, and rapidly shifting shadow on the smooth, obsidian pavement, creating a stark contrast with its own blue light. The entire scene is shrouded in a powerful blue hue, its cold light permeating every corner of the frame, creating a surreal atmosphere that is both futuristic and timeless, imbued with a sense of coldness, solemnity, and powerful electricity.", + "seed": 21173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_13/index_3835_seed_21173_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.28854133524000647, + "vlm_logprob": -0.28854133524000647, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.28854133524000647, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07117985934019089 + ], + "opposite_logprob_tokens": [ + -2.6961798667907715 + ], + "logprob_reward": -0.07117985934019089, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07117985934019089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21812087297439575, + 0.0979168638586998, + 0.04905080422759056, + 0.10784889757633209, + 0.047521620988845825, + 0.29410406947135925, + 0.08252124488353729, + 0.04308929294347763, + 0.018545987084507942, + 0.0412803590297699 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.07117985934019089 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313425898551941 + ], + "opposite_logprob_tokens": [ + -0.3134258985519409 + ], + "logprob_reward": -1.313425898551941, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313425898551941, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5264825224876404, + 0.09958387166261673, + 0.061770033091306686, + 0.027967654168605804, + 0.031390879303216934, + 0.13551412522792816, + 0.050913143903017044, + 0.02742401696741581, + 0.016504833474755287, + 0.02244897559285164 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -1.313425898551941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060379460453987 + ], + "opposite_logprob_tokens": [ + -3.895603895187378 + ], + "logprob_reward": -0.02060379460453987, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060379460453987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33084461092948914, + 0.07826343923807144, + 0.24347390234470367, + 0.03639262914657593, + 0.06626389920711517, + 0.0559985525906086, + 0.08944260329008102, + 0.029810454696416855, + 0.02741888165473938, + 0.04209105297923088 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.02060379460453987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208933338522911 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208933338522911, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208933338522911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34199970960617065, + 0.11595950275659561, + 0.16860397160053253, + 0.02514679729938507, + 0.13296769559383392, + 0.04754938185214996, + 0.09410334378480911, + 0.016042079776525497, + 0.027525916695594788, + 0.030101636424660683 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.014208933338522911 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a train with an aerodynamic, bullet-nose shape and a smooth, polished liquid-metal exterior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train moving at high speed through a canyon of neoclassical buildings featuring Corinthian columns and intricate carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a steady, intense blue laser beam emanating from the train's chassis and hovering above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a smooth, obsidian pavement with a sharp, elongated, and rapidly shifting shadow cast by the train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right to follow the train?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288190364837646 + ], + "opposite_logprob_tokens": [ + -3.7732882499694824 + ], + "logprob_reward": -0.023288190364837646, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288190364837646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30499106645584106, + 0.27588391304016113, + 0.06087903305888176, + 0.042821094393730164, + 0.09529482573270798, + 0.06868939101696014, + 0.05580419674515724, + 0.028393972665071487, + 0.03990476205945015, + 0.02733773924410343 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.023288190364837646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_14/index_tensor([894, 894])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_14/index_tensor([894, 894])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..217925043919614c3701d5ec6740ebf6f9800bff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_14/index_tensor([894, 894])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "breathtaking aerial drone view, the camera tilted vertically downward, slowly and steadily tracking an octopus as it moved through clear, sun-drenched shallows. Beneath the crystal-clear turquoise waters, the seabed is a pristine canvas of fine white sand. Bright overhead light penetrates the surface, casting a shifting, grid-like pattern of caustics across the sand. The octopus's skin, a complex camouflage of mottled reddish-brown and sandy beige, makes it almost blend in with its surroundings. It propels itself forward with deliberate, undulating movements, its eight powerful tentacles extending and contracting in a captivating, coordinated dance, rows of pale white suckers visible as they grasp and release the sand. With each graceful movement, the tips of the tentacles gently stir the seabed, stirring up clouds of delicate, swirling sand particles that hang briefly suspended in the water like miniature nebulae before slowly settling, adding a dynamic quality to the image. The entire scene is filled with an atmosphere of tranquility and focus, capturing a pure, undisturbed moment of nature.", + "seed": 22348, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_14/index_894_seed_22348_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03478609952144325, + "vlm_logprob": -0.03478609952144325, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.03478609952144325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12478050589561462 + ], + "opposite_logprob_tokens": [ + -2.2497804164886475 + ], + "logprob_reward": -0.12478050589561462, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12478050589561462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40528181195259094, + 0.06377091258764267, + 0.09491242468357086, + 0.07605492323637009, + 0.033888448029756546, + 0.08371606469154358, + 0.06380660086870193, + 0.043637461960315704, + 0.04481367766857147, + 0.09011771529912949 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.12478050589561462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866025872528553 + ], + "opposite_logprob_tokens": [ + -4.758660316467285 + ], + "logprob_reward": -0.00866025872528553, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866025872528553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15583783388137817, + 0.055789023637771606, + 0.19460895657539368, + 0.028847679495811462, + 0.08564258366823196, + 0.08646240085363388, + 0.06327757239341736, + 0.10428987443447113, + 0.11075553297996521, + 0.11448860168457031 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.00866025872528553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031939942855387926 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031939942855387926, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031939942855387926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2224467396736145, + 0.04432706534862518, + 0.06934256106615067, + 0.04837532714009285, + 0.2604467272758484, + 0.2186455875635147, + 0.039826150983572006, + 0.020930752158164978, + 0.038593973964452744, + 0.03706512972712517 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0031939942855387926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615273628383875 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615273628383875, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615273628383875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20881666243076324, + 0.053671542555093765, + 0.12969863414764404, + 0.04511876031756401, + 0.06737519055604935, + 0.08919570595026016, + 0.0631767213344574, + 0.08605049550533295, + 0.1270352154970169, + 0.12986108660697937 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.003615273628383875 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368046507239342 + ], + "opposite_logprob_tokens": [ + -3.4086804389953613 + ], + "logprob_reward": -0.03368046507239342, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368046507239342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4654402732849121, + 0.05673979967832565, + 0.08213553577661514, + 0.015562634915113449, + 0.03491656482219696, + 0.11207302659749985, + 0.07567976415157318, + 0.028985153883695602, + 0.039121415466070175, + 0.08934592455625534 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.03368046507239342 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking aerial drone view, the camera tilted vertically downward, slowly and steadily tracking an octopus as it moved through clear, sun-drenched shallows. Beneath the crystal-clear turquoise waters, the seabed is a pristine canvas of fine white sand. Bright overhead light penetrates the surface, casting a shifting, grid-like pattern of caustics across the sand. The octopus's skin, a complex camouflage of mottled reddish-brown and sandy beige, makes it almost blend in with its surroundings. It propels itself forward with deliberate, undulating movements, its eight powerful tentacles extending and contracting in a captivating, coordinated dance, rows of pale white suckers visible as they grasp and release the sand. With each graceful movement, the tips of the tentacles gently stir the seabed, stirring up clouds of delicate, swirling sand particles that hang briefly suspended in the water like miniature nebulae before slowly settling, adding a dynamic quality to the image. The entire scene is filled with an atmosphere of tranquility and focus, capturing a pure, undisturbed moment of nature.", + "seed": 22349, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_14/index_894_seed_22349_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04144641594029963, + "vlm_logprob": -0.04144641594029963, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.04144641594029963, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11681787669658661 + ], + "opposite_logprob_tokens": [ + -2.2418179512023926 + ], + "logprob_reward": -0.11681787669658661, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11681787669658661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2034001499414444, + 0.13292242586612701, + 0.07524038851261139, + 0.13654005527496338, + 0.04990186169743538, + 0.0701766237616539, + 0.10282100737094879, + 0.0337115079164505, + 0.06432391703128815, + 0.1309620887041092 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.11681787669658661 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00363107118755579 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.00363107118755579, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00363107118755579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14722977578639984, + 0.1168052926659584, + 0.033163104206323624, + 0.028979333117604256, + 0.052358824759721756, + 0.28003743290901184, + 0.05828415974974632, + 0.1037939265370369, + 0.06323162466287613, + 0.11611653119325638 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.00363107118755579 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193875541910529 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.003193875541910529, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193875541910529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19707128405570984, + 0.05121256038546562, + 0.047827813774347305, + 0.026573926210403442, + 0.07373892515897751, + 0.18121251463890076, + 0.06703311949968338, + 0.04593493044376373, + 0.17217978835105896, + 0.13721521198749542 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.003193875541910529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636608529835939 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636608529835939, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636608529835939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0843501016497612, + 0.0998474508523941, + 0.051679860800504684, + 0.05048542842268944, + 0.06565152108669281, + 0.11583849042654037, + 0.09613896906375885, + 0.12829802930355072, + 0.18546293675899506, + 0.12224721908569336 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.004636608529835939 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895264774560928 + ], + "opposite_logprob_tokens": [ + -2.5789525508880615 + ], + "logprob_reward": -0.07895264774560928, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895264774560928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21424682438373566, + 0.08550380915403366, + 0.056576862931251526, + 0.04253477230668068, + 0.0489017479121685, + 0.09231328964233398, + 0.06601795554161072, + 0.06396043300628662, + 0.07099432498216629, + 0.25894999504089355 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.07895264774560928 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking aerial drone view, the camera tilted vertically downward, slowly and steadily tracking an octopus as it moved through clear, sun-drenched shallows. Beneath the crystal-clear turquoise waters, the seabed is a pristine canvas of fine white sand. Bright overhead light penetrates the surface, casting a shifting, grid-like pattern of caustics across the sand. The octopus's skin, a complex camouflage of mottled reddish-brown and sandy beige, makes it almost blend in with its surroundings. It propels itself forward with deliberate, undulating movements, its eight powerful tentacles extending and contracting in a captivating, coordinated dance, rows of pale white suckers visible as they grasp and release the sand. With each graceful movement, the tips of the tentacles gently stir the seabed, stirring up clouds of delicate, swirling sand particles that hang briefly suspended in the water like miniature nebulae before slowly settling, adding a dynamic quality to the image. The entire scene is filled with an atmosphere of tranquility and focus, capturing a pure, undisturbed moment of nature.", + "seed": 22350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_14/index_894_seed_22350_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07234580861404538, + "vlm_logprob": -0.07234580861404538, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.07234580861404538, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31985387206077576 + ], + "opposite_logprob_tokens": [ + -1.3198539018630981 + ], + "logprob_reward": -0.31985387206077576, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31985387206077576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07605889439582825, + 0.048659950494766235, + 0.0408860482275486, + 0.03382571414113045, + 0.027873197570443153, + 0.03384022414684296, + 0.08132736384868622, + 0.015798022970557213, + 0.2475270926952362, + 0.3942035436630249 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.31985387206077576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865151360630989 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.00865151360630989, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865151360630989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09366060048341751, + 0.058983609080314636, + 0.0761791244149208, + 0.02478027157485485, + 0.11357767879962921, + 0.026721391826868057, + 0.12353499978780746, + 0.029461242258548737, + 0.2168174833059311, + 0.2362835556268692 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.00865151360630989 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253464724868536 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.01253464724868536, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253464724868536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030870618298649788, + 0.030292633920907974, + 0.0711946189403534, + 0.048410672694444656, + 0.06087953969836235, + 0.027987398207187653, + 0.2000131607055664, + 0.07185596972703934, + 0.1901235282421112, + 0.2683718800544739 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.01253464724868536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046355403028428555 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.0046355403028428555, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046355403028428555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06102258339524269, + 0.05060442537069321, + 0.06433556228876114, + 0.020808877423405647, + 0.04324301704764366, + 0.0347617045044899, + 0.09049440175294876, + 0.043016329407691956, + 0.10991153866052628, + 0.4818016290664673 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.0046355403028428555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016053469851613045 + ], + "opposite_logprob_tokens": [ + -4.141053676605225 + ], + "logprob_reward": -0.016053469851613045, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016053469851613045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05068330094218254, + 0.05089009180665016, + 0.06931805610656738, + 0.09098998457193375, + 0.07113626599311829, + 0.02930453233420849, + 0.06024058163166046, + 0.025560060515999794, + 0.18183402717113495, + 0.3700430691242218 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.016053469851613045 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking aerial drone view, the camera tilted vertically downward, slowly and steadily tracking an octopus as it moved through clear, sun-drenched shallows. Beneath the crystal-clear turquoise waters, the seabed is a pristine canvas of fine white sand. Bright overhead light penetrates the surface, casting a shifting, grid-like pattern of caustics across the sand. The octopus's skin, a complex camouflage of mottled reddish-brown and sandy beige, makes it almost blend in with its surroundings. It propels itself forward with deliberate, undulating movements, its eight powerful tentacles extending and contracting in a captivating, coordinated dance, rows of pale white suckers visible as they grasp and release the sand. With each graceful movement, the tips of the tentacles gently stir the seabed, stirring up clouds of delicate, swirling sand particles that hang briefly suspended in the water like miniature nebulae before slowly settling, adding a dynamic quality to the image. The entire scene is filled with an atmosphere of tranquility and focus, capturing a pure, undisturbed moment of nature.", + "seed": 22351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_14/index_894_seed_22351_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.034380363090895115, + "vlm_logprob": -0.034380363090895115, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.034380363090895115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07420122623443604 + ], + "opposite_logprob_tokens": [ + -2.8242011070251465 + ], + "logprob_reward": -0.07420122623443604, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07420122623443604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6188096404075623, + 0.05857451632618904, + 0.026400098577141762, + 0.09418530762195587, + 0.012209008447825909, + 0.017004653811454773, + 0.1004604771733284, + 0.04233158007264137, + 0.016782812774181366, + 0.01324198767542839 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.07420122623443604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004109153989702463 + ], + "opposite_logprob_tokens": [ + -5.5041093826293945 + ], + "logprob_reward": -0.004109153989702463, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004109153989702463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27127498388290405, + 0.171076700091362, + 0.07316340506076813, + 0.08780642598867416, + 0.05928574874997139, + 0.04994490370154381, + 0.10554346442222595, + 0.09116174280643463, + 0.05028170719742775, + 0.04046088457107544 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.004109153989702463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004950728034600616 + ], + "opposite_logprob_tokens": [ + -7.625494956970215 + ], + "logprob_reward": -0.0004950728034600616, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004950728034600616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15973815321922302, + 0.09080798923969269, + 0.08752336353063583, + 0.20609928667545319, + 0.09920992702245712, + 0.034723326563835144, + 0.08321191370487213, + 0.11036689579486847, + 0.06418419629335403, + 0.06413489580154419 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0004950728034600616 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092888906598091 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092888906598091, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092888906598091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4410302937030792, + 0.09429018944501877, + 0.0572207048535347, + 0.05086950212717056, + 0.03838527575135231, + 0.021489785984158516, + 0.1596362590789795, + 0.06298870593309402, + 0.0407695397734642, + 0.033319782465696335 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.004092888906598091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in an aerial drone view tilted vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an octopus visible moving through clear, sun-drenched shallow water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the seabed visible as a pristine canvas of fine white sand with a shifting, grid-like pattern of caustics?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the octopus display mottled reddish-brown and sandy beige skin with visible pale white suckers on its tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are clouds of swirling sand particles visible being stirred up by the octopus's tentacles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900347352027893 + ], + "opposite_logprob_tokens": [ + -2.464003562927246 + ], + "logprob_reward": -0.08900347352027893, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900347352027893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.456261545419693, + 0.057262953370809555, + 0.06964189559221268, + 0.06855771690607071, + 0.03295246884226799, + 0.06603644788265228, + 0.07101414352655411, + 0.07965847849845886, + 0.06114695221185684, + 0.03746733069419861 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.08900347352027893 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_15/index_tensor([6910, 6910])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_15/index_tensor([6910, 6910])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d6d8ec2d0f7e30c1d698f3a2081f81f856a1d7a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_15/index_tensor([6910, 6910])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid, eye-level tracking shot follows two young Chinese children, a girl and a boy, as they playfully chase each other through a tranquil, classical Chinese garden. The girl, leading the chase, wears a vibrant crimson silk robe with intricate gold embroidery, her dark hair tied in two neat buns adorned with small red ribbons. She glances back, her face lit up with a cheerful, playful laugh. The boy, following closely behind, in a matching dark blue robe, stretches his arms outstretched, joyfully attempting to tag her. Their silk robes flow gracefully behind them, woven nimbly between the massive, porous gray limestone. The camera pans with them as they run past a tranquil koi pond, its surface like glass, reflecting the weeping willows lining the shore and the glint of large orange and white koi swimming below. The entire scene is bathed in the warm golden glow of the afternoon sun, casting long, soft shadows through the delicate leaves of bamboo and maple trees, creating a dreamy, pastoral atmosphere of pure, innocent joy.", + "seed": 31526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_15/index_6910_seed_31526_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0739786222577095, + "vlm_logprob": -0.0739786222577095, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.0739786222577095, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03854072466492653 + ], + "opposite_logprob_tokens": [ + -3.288540840148926 + ], + "logprob_reward": -0.03854072466492653, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03854072466492653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03406404331326485, + 0.047852594405412674, + 0.05005669221282005, + 0.5414148569107056, + 0.0714341253042221, + 0.01540929265320301, + 0.017253395169973373, + 0.14563660323619843, + 0.018610412254929543, + 0.05826801061630249 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.03854072466492653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012567020952701569 + ], + "opposite_logprob_tokens": [ + -4.387567043304443 + ], + "logprob_reward": -0.012567020952701569, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012567020952701569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032898176461458206, + 0.11133013665676117, + 0.043214552104473114, + 0.541382372379303, + 0.057070136070251465, + 0.02594999596476555, + 0.0237787626683712, + 0.06150072440505028, + 0.012175233103334904, + 0.09069990366697311 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.012567020952701569 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329133450984955 + ], + "opposite_logprob_tokens": [ + -3.7732913494110107 + ], + "logprob_reward": -0.02329133450984955, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329133450984955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029103877022862434, + 0.023803401738405228, + 0.0346243679523468, + 0.7077312469482422, + 0.05695291981101036, + 0.02688467502593994, + 0.012239518575370312, + 0.03818199038505554, + 0.014587825164198875, + 0.05589018389582634 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.02329133450984955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197062700986862 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014197062700986862, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197062700986862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10443886369466782, + 0.057040564715862274, + 0.029067857190966606, + 0.06385336816310883, + 0.05164329335093498, + 0.032500553876161575, + 0.04737064614892006, + 0.31803247332572937, + 0.1390591263771057, + 0.15699318051338196 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.014197062700986862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281296968460083 + ], + "opposite_logprob_tokens": [ + -1.406296968460083 + ], + "logprob_reward": -0.281296968460083, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281296968460083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09064102172851562, + 0.05961238965392113, + 0.05912663787603378, + 0.1509820520877838, + 0.08536557108163834, + 0.05053305625915527, + 0.05576756224036217, + 0.2559499442577362, + 0.09742333739995956, + 0.0945984348654747 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.281296968460083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, eye-level tracking shot follows two young Chinese children, a girl and a boy, as they playfully chase each other through a tranquil, classical Chinese garden. The girl, leading the chase, wears a vibrant crimson silk robe with intricate gold embroidery, her dark hair tied in two neat buns adorned with small red ribbons. She glances back, her face lit up with a cheerful, playful laugh. The boy, following closely behind, in a matching dark blue robe, stretches his arms outstretched, joyfully attempting to tag her. Their silk robes flow gracefully behind them, woven nimbly between the massive, porous gray limestone. The camera pans with them as they run past a tranquil koi pond, its surface like glass, reflecting the weeping willows lining the shore and the glint of large orange and white koi swimming below. The entire scene is bathed in the warm golden glow of the afternoon sun, casting long, soft shadows through the delicate leaves of bamboo and maple trees, creating a dreamy, pastoral atmosphere of pure, innocent joy.", + "seed": 31527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_15/index_6910_seed_31527_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.044819741416722535, + "vlm_logprob": -0.044819741416722535, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.044819741416722535, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038446661084890366 + ], + "opposite_logprob_tokens": [ + -3.2884466648101807 + ], + "logprob_reward": -0.038446661084890366, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038446661084890366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5686097741127014, + 0.07102566957473755, + 0.038379114121198654, + 0.04831259325146675, + 0.04253203049302101, + 0.045943163335323334, + 0.03880693390965462, + 0.06916682422161102, + 0.03754226863384247, + 0.03968164697289467 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.038446661084890366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753476802259684 + ], + "opposite_logprob_tokens": [ + -5.006753444671631 + ], + "logprob_reward": -0.006753476802259684, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753476802259684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3942818343639374, + 0.15340779721736908, + 0.09095906466245651, + 0.04918324202299118, + 0.0795360803604126, + 0.04155001416802406, + 0.024056393653154373, + 0.06974011659622192, + 0.03361273556947708, + 0.06367269903421402 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006753476802259684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263509564101696 + ], + "opposite_logprob_tokens": [ + -3.651350975036621 + ], + "logprob_reward": -0.0263509564101696, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263509564101696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22732700407505035, + 0.08622749149799347, + 0.0665045976638794, + 0.09944717586040497, + 0.12258194386959076, + 0.07423192262649536, + 0.07273052632808685, + 0.160821795463562, + 0.04789905995130539, + 0.04222850129008293 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0263509564101696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778574109077454 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778574109077454, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778574109077454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7482394576072693, + 0.044780902564525604, + 0.034121595323085785, + 0.01098130363970995, + 0.025744838640093803, + 0.013975916430354118, + 0.011957939714193344, + 0.0402444526553154, + 0.01412107516080141, + 0.05583259090781212 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.009778574109077454 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276903867721558 + ], + "opposite_logprob_tokens": [ + -2.0177690982818604 + ], + "logprob_reward": -0.14276903867721558, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276903867721558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45086047053337097, + 0.04928610101342201, + 0.052379343658685684, + 0.04714968428015709, + 0.06223184987902641, + 0.024847358465194702, + 0.07998844981193542, + 0.05242439731955528, + 0.09281269460916519, + 0.08801959455013275 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.14276903867721558 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, eye-level tracking shot follows two young Chinese children, a girl and a boy, as they playfully chase each other through a tranquil, classical Chinese garden. The girl, leading the chase, wears a vibrant crimson silk robe with intricate gold embroidery, her dark hair tied in two neat buns adorned with small red ribbons. She glances back, her face lit up with a cheerful, playful laugh. The boy, following closely behind, in a matching dark blue robe, stretches his arms outstretched, joyfully attempting to tag her. Their silk robes flow gracefully behind them, woven nimbly between the massive, porous gray limestone. The camera pans with them as they run past a tranquil koi pond, its surface like glass, reflecting the weeping willows lining the shore and the glint of large orange and white koi swimming below. The entire scene is bathed in the warm golden glow of the afternoon sun, casting long, soft shadows through the delicate leaves of bamboo and maple trees, creating a dreamy, pastoral atmosphere of pure, innocent joy.", + "seed": 31528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_15/index_6910_seed_31528_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08730366863310338, + "vlm_logprob": -0.08730366863310338, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.08730366863310338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06267347931861877 + ], + "opposite_logprob_tokens": [ + -2.812673568725586 + ], + "logprob_reward": -0.06267347931861877, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06267347931861877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0891762226819992, + 0.3086712658405304, + 0.12283133715391159, + 0.044802434742450714, + 0.05163729563355446, + 0.04955475404858589, + 0.09714910387992859, + 0.09332773834466934, + 0.09729164093732834, + 0.04555815830826759 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.06267347931861877 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023319052532315254 + ], + "opposite_logprob_tokens": [ + -3.7733190059661865 + ], + "logprob_reward": -0.023319052532315254, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023319052532315254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08599268645048141, + 0.38969868421554565, + 0.10303153097629547, + 0.0365266352891922, + 0.036061760038137436, + 0.03459455445408821, + 0.13694758713245392, + 0.06212963908910751, + 0.06461615115404129, + 0.05040079355239868 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.023319052532315254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980595827102661 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980595827102661, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980595827102661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09810323268175125, + 0.11331566423177719, + 0.11336994916200638, + 0.0688290148973465, + 0.050162166357040405, + 0.05401933193206787, + 0.0937323197722435, + 0.1933257132768631, + 0.12325938045978546, + 0.09188327193260193 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.02980595827102661 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038617491722107 + ], + "opposite_logprob_tokens": [ + -1.9103862047195435 + ], + "logprob_reward": -0.16038617491722107, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038617491722107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2725416123867035, + 0.11057620495557785, + 0.1767098307609558, + 0.05090341717004776, + 0.09784040600061417, + 0.020668966695666313, + 0.18520304560661316, + 0.022611437365412712, + 0.030453959479928017, + 0.03249109908938408 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.16038617491722107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033367812633514 + ], + "opposite_logprob_tokens": [ + -1.9103336334228516 + ], + "logprob_reward": -0.16033367812633514, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033367812633514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13111287355422974, + 0.03743315488100052, + 0.07836805284023285, + 0.08185060322284698, + 0.041531696915626526, + 0.053413692861795425, + 0.17266735434532166, + 0.11735311150550842, + 0.15239527821540833, + 0.1338741034269333 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.16033367812633514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, eye-level tracking shot follows two young Chinese children, a girl and a boy, as they playfully chase each other through a tranquil, classical Chinese garden. The girl, leading the chase, wears a vibrant crimson silk robe with intricate gold embroidery, her dark hair tied in two neat buns adorned with small red ribbons. She glances back, her face lit up with a cheerful, playful laugh. The boy, following closely behind, in a matching dark blue robe, stretches his arms outstretched, joyfully attempting to tag her. Their silk robes flow gracefully behind them, woven nimbly between the massive, porous gray limestone. The camera pans with them as they run past a tranquil koi pond, its surface like glass, reflecting the weeping willows lining the shore and the glint of large orange and white koi swimming below. The entire scene is bathed in the warm golden glow of the afternoon sun, casting long, soft shadows through the delicate leaves of bamboo and maple trees, creating a dreamy, pastoral atmosphere of pure, innocent joy.", + "seed": 31529, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_15/index_6910_seed_31529_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05783644299954176, + "vlm_logprob": -0.05783644299954176, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05783644299954176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07056128978729248 + ], + "opposite_logprob_tokens": [ + -2.695561408996582 + ], + "logprob_reward": -0.07056128978729248, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07056128978729248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1055682823061943, + 0.0407063327729702, + 0.15578125417232513, + 0.11223365366458893, + 0.06374181807041168, + 0.07711362838745117, + 0.07300480455160141, + 0.22872182726860046, + 0.09562988579273224, + 0.047498445957899094 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.07056128978729248 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008659313432872295 + ], + "opposite_logprob_tokens": [ + -4.758659362792969 + ], + "logprob_reward": -0.008659313432872295, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008659313432872295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2173973172903061, + 0.05265525355935097, + 0.1307462602853775, + 0.09408541023731232, + 0.034384585916996, + 0.022483063861727715, + 0.07191930711269379, + 0.19522470235824585, + 0.08700425922870636, + 0.09409976750612259 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.008659313432872295 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634863369166851 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.02634863369166851, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634863369166851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11889465898275375, + 0.05465259775519371, + 0.0786481574177742, + 0.06125814467668533, + 0.04935735464096069, + 0.04390210285782814, + 0.08793371915817261, + 0.3342486321926117, + 0.12435761094093323, + 0.04674699530005455 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02634863369166851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328539453446865 + ], + "opposite_logprob_tokens": [ + -3.773285388946533 + ], + "logprob_reward": -0.02328539453446865, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328539453446865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28739285469055176, + 0.06020725518465042, + 0.20128481090068817, + 0.18838542699813843, + 0.058370426297187805, + 0.018102208152413368, + 0.056972794234752655, + 0.05450739338994026, + 0.03707414120435715, + 0.03770279511809349 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02328539453446865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young Chinese children, a girl and a boy, visible chasing each other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl wearing a vibrant crimson silk robe with intricate gold embroidery and her hair in two buns with red ribbons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy wearing a matching dark blue robe and stretching his arms outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include massive porous gray limestone, a tranquil koi pond with orange and white fish, and weeping willows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an eye-level tracking shot that pans with the children as they run?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032758355140686 + ], + "opposite_logprob_tokens": [ + -1.9103275537490845 + ], + "logprob_reward": -0.16032758355140686, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032758355140686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13188660144805908, + 0.05944482982158661, + 0.11053208261728287, + 0.22762486338615417, + 0.084644615650177, + 0.05209541693329811, + 0.0614779107272625, + 0.13170050084590912, + 0.07095389068126678, + 0.06963936984539032 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.16032758355140686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_2/index_tensor([4830, 4830])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_2/index_tensor([4830, 4830])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f160ba9527ed74febaccaf4c2ca90661838ad18 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_2/index_tensor([4830, 4830])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "rapidly rotating 360-degree medium shot follows a nimble male hunter in the heart of a dark, ancient forest. His long, dark brown hair is tied into a messy topknot, a few sweat-soaked strands plastering his angular features. His eyes, sharp as a hawk, warily scan every shadow around him for any potential danger. He wears a tight-fitting hunting suit made of dark tanned leather and rough linen, the frayed edges and scratches on the shoulders silently betraying his vast experience. As the camera zooms past him, he calmly reaches for the handmade wooden quiver behind him, his fingers precisely grasping the end of an arrow. Then, with an incredibly slow and controlled movement, contrasting sharply with the camera's rapid movement, he slowly pulls the arrow from the quiver. As the arrow leaves the quiver, the mysterious blue runes carved on the shaft begin to be activated one by one, emitting a cold and bright light. This light instantly becomes the main light source of the picture, illuminating his focused and stern face, as well as the tiny dust particles flying in the air. The whole scene, between the dynamic lens and the static accumulation of power, creates a highly tense, focused and explosive mysterious atmosphere.", + "seed": 9586, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_2/index_4830_seed_9586_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.29687841385602953, + "vlm_logprob": -0.29687841385602953, + "vlm_yes_no_margin": 2.099999988079071, + "vlm_token_credit": -0.29687841385602953, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03063177689909935 + ], + "opposite_logprob_tokens": [ + -3.5306317806243896 + ], + "logprob_reward": -0.03063177689909935, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03063177689909935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2453039437532425, + 0.06266675144433975, + 0.0841856300830841, + 0.027394376695156097, + 0.02937738597393036, + 0.04302277788519859, + 0.20631539821624756, + 0.14233437180519104, + 0.07455512881278992, + 0.08484424650669098 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.03063177689909935 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901455461978912 + ], + "opposite_logprob_tokens": [ + -2.579014539718628 + ], + "logprob_reward": -0.07901455461978912, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901455461978912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17089992761611938, + 0.06483175605535507, + 0.12892012298107147, + 0.05199464038014412, + 0.034135572612285614, + 0.055647511035203934, + 0.21788890659809113, + 0.09818815439939499, + 0.07712967693805695, + 0.10036379843950272 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.07901455461978912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235736846923828 + ], + "opposite_logprob_tokens": [ + -0.34857362508773804 + ], + "logprob_reward": -1.2235736846923828, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2235736846923828, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11896085739135742, + 0.06243078038096428, + 0.09182936698198318, + 0.061888888478279114, + 0.029449427500367165, + 0.05214732512831688, + 0.27052536606788635, + 0.11489519476890564, + 0.16737870872020721, + 0.030494142323732376 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -1.2235736846923828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815260902047157 + ], + "opposite_logprob_tokens": [ + -3.2881526947021484 + ], + "logprob_reward": -0.03815260902047157, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815260902047157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08915702998638153, + 0.07555410265922546, + 0.09988922625780106, + 0.030151281505823135, + 0.05777578055858612, + 0.13396400213241577, + 0.25614747405052185, + 0.06048363074660301, + 0.10172491520643234, + 0.0951526015996933 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.03815260902047157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1130194440484047 + ], + "opposite_logprob_tokens": [ + -2.2380194664001465 + ], + "logprob_reward": -0.1130194440484047, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1130194440484047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09144821017980576, + 0.05547972023487091, + 0.05326490476727486, + 0.05489327386021614, + 0.08081713318824768, + 0.06643836200237274, + 0.10123231261968613, + 0.12739066779613495, + 0.11356987059116364, + 0.25546547770500183 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.1130194440484047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapidly rotating 360-degree medium shot follows a nimble male hunter in the heart of a dark, ancient forest. His long, dark brown hair is tied into a messy topknot, a few sweat-soaked strands plastering his angular features. His eyes, sharp as a hawk, warily scan every shadow around him for any potential danger. He wears a tight-fitting hunting suit made of dark tanned leather and rough linen, the frayed edges and scratches on the shoulders silently betraying his vast experience. As the camera zooms past him, he calmly reaches for the handmade wooden quiver behind him, his fingers precisely grasping the end of an arrow. Then, with an incredibly slow and controlled movement, contrasting sharply with the camera's rapid movement, he slowly pulls the arrow from the quiver. As the arrow leaves the quiver, the mysterious blue runes carved on the shaft begin to be activated one by one, emitting a cold and bright light. This light instantly becomes the main light source of the picture, illuminating his focused and stern face, as well as the tiny dust particles flying in the air. The whole scene, between the dynamic lens and the static accumulation of power, creates a highly tense, focused and explosive mysterious atmosphere.", + "seed": 9587, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_2/index_4830_seed_9587_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2304335432127118, + "vlm_logprob": -0.2304335432127118, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.2304335432127118, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011512276716530323 + ], + "opposite_logprob_tokens": [ + -4.511512279510498 + ], + "logprob_reward": -0.011512276716530323, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011512276716530323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1542983502149582, + 0.24981927871704102, + 0.042080678045749664, + 0.0446925163269043, + 0.05400189757347107, + 0.11014020442962646, + 0.10253002494573593, + 0.10382724553346634, + 0.03887174278497696, + 0.09973808377981186 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.011512276716530323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370386362075806 + ], + "opposite_logprob_tokens": [ + -3.4087038040161133 + ], + "logprob_reward": -0.03370386362075806, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370386362075806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09108014404773712, + 0.16330762207508087, + 0.03788117691874504, + 0.04040471464395523, + 0.07091066986322403, + 0.08108963817358017, + 0.1657593697309494, + 0.1487923562526703, + 0.042740702629089355, + 0.1580336093902588 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.03370386362075806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538290739059448 + ], + "opposite_logprob_tokens": [ + -0.4288290739059448 + ], + "logprob_reward": -1.0538290739059448, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538290739059448, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10925066471099854, + 0.059277571737766266, + 0.13266991078853607, + 0.0682443380355835, + 0.1565309464931488, + 0.14151395857334137, + 0.08643277734518051, + 0.0969129204750061, + 0.09018442034721375, + 0.0589824914932251 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -1.0538290739059448 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306475952267647 + ], + "opposite_logprob_tokens": [ + -3.773306369781494 + ], + "logprob_reward": -0.023306475952267647, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306475952267647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10709524899721146, + 0.17540234327316284, + 0.050098106265068054, + 0.042741503566503525, + 0.10792046785354614, + 0.20797765254974365, + 0.13211849331855774, + 0.05448564141988754, + 0.05744452401995659, + 0.06471607089042664 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.023306475952267647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816025868058205 + ], + "opposite_logprob_tokens": [ + -3.529815912246704 + ], + "logprob_reward": -0.029816025868058205, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816025868058205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05985251069068909, + 0.1417064666748047, + 0.07653927803039551, + 0.03955568000674248, + 0.06023590639233589, + 0.17766974866390228, + 0.14341102540493011, + 0.16090436279773712, + 0.05952382832765579, + 0.08060113340616226 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.029816025868058205 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapidly rotating 360-degree medium shot follows a nimble male hunter in the heart of a dark, ancient forest. His long, dark brown hair is tied into a messy topknot, a few sweat-soaked strands plastering his angular features. His eyes, sharp as a hawk, warily scan every shadow around him for any potential danger. He wears a tight-fitting hunting suit made of dark tanned leather and rough linen, the frayed edges and scratches on the shoulders silently betraying his vast experience. As the camera zooms past him, he calmly reaches for the handmade wooden quiver behind him, his fingers precisely grasping the end of an arrow. Then, with an incredibly slow and controlled movement, contrasting sharply with the camera's rapid movement, he slowly pulls the arrow from the quiver. As the arrow leaves the quiver, the mysterious blue runes carved on the shaft begin to be activated one by one, emitting a cold and bright light. This light instantly becomes the main light source of the picture, illuminating his focused and stern face, as well as the tiny dust particles flying in the air. The whole scene, between the dynamic lens and the static accumulation of power, creates a highly tense, focused and explosive mysterious atmosphere.", + "seed": 9588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_2/index_4830_seed_9588_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21781638599932193, + "vlm_logprob": -0.21781638599932193, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.21781638599932193, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021513549610972404 + ], + "opposite_logprob_tokens": [ + -3.8965134620666504 + ], + "logprob_reward": -0.021513549610972404, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021513549610972404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25046947598457336, + 0.1376982182264328, + 0.046233467757701874, + 0.08141458034515381, + 0.07420635968446732, + 0.043934863060712814, + 0.04011765122413635, + 0.14302748441696167, + 0.12338617444038391, + 0.05951175093650818 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.021513549610972404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497753992676735 + ], + "opposite_logprob_tokens": [ + -2.9299776554107666 + ], + "logprob_reward": -0.05497753992676735, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497753992676735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22264432907104492, + 0.12052590399980545, + 0.04196864739060402, + 0.15214143693447113, + 0.10372088104486465, + 0.05100567266345024, + 0.030199596658349037, + 0.05389254167675972, + 0.1361152082681656, + 0.08778571337461472 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.05497753992676735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742223620414734 + ], + "opposite_logprob_tokens": [ + -0.4742223620414734 + ], + "logprob_reward": -0.9742223620414734, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742223620414734, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09470047056674957, + 0.1931910216808319, + 0.06774025410413742, + 0.0402471162378788, + 0.06320898234844208, + 0.06324046850204468, + 0.12576176226139069, + 0.15170207619667053, + 0.06569887697696686, + 0.13450895249843597 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.9742223620414734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033723801374435425 + ], + "opposite_logprob_tokens": [ + -3.408723831176758 + ], + "logprob_reward": -0.033723801374435425, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033723801374435425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15363064408302307, + 0.12897664308547974, + 0.05717868730425835, + 0.08175218105316162, + 0.05858363211154938, + 0.07570764422416687, + 0.1236257255077362, + 0.09856344759464264, + 0.11153499037027359, + 0.11044639348983765 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.033723801374435425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644677042961121 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004644677042961121, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644677042961121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09146828204393387, + 0.07785090804100037, + 0.046452149748802185, + 0.027905352413654327, + 0.05180378630757332, + 0.030366672202944756, + 0.05878037214279175, + 0.05311756208539009, + 0.07894966006278992, + 0.48330527544021606 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004644677042961121 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "rapidly rotating 360-degree medium shot follows a nimble male hunter in the heart of a dark, ancient forest. His long, dark brown hair is tied into a messy topknot, a few sweat-soaked strands plastering his angular features. His eyes, sharp as a hawk, warily scan every shadow around him for any potential danger. He wears a tight-fitting hunting suit made of dark tanned leather and rough linen, the frayed edges and scratches on the shoulders silently betraying his vast experience. As the camera zooms past him, he calmly reaches for the handmade wooden quiver behind him, his fingers precisely grasping the end of an arrow. Then, with an incredibly slow and controlled movement, contrasting sharply with the camera's rapid movement, he slowly pulls the arrow from the quiver. As the arrow leaves the quiver, the mysterious blue runes carved on the shaft begin to be activated one by one, emitting a cold and bright light. This light instantly becomes the main light source of the picture, illuminating his focused and stern face, as well as the tiny dust particles flying in the air. The whole scene, between the dynamic lens and the static accumulation of power, creates a highly tense, focused and explosive mysterious atmosphere.", + "seed": 9589, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_2/index_4830_seed_9589_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2906527167186141, + "vlm_logprob": -0.2906527167186141, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.2906527167186141, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008350103162229061 + ], + "opposite_logprob_tokens": [ + -4.883349895477295 + ], + "logprob_reward": -0.008350103162229061, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008350103162229061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07927238941192627, + 0.23692475259304047, + 0.043282415717840195, + 0.08401643484830856, + 0.041336122900247574, + 0.032173510640859604, + 0.05492411181330681, + 0.030167430639266968, + 0.14565551280975342, + 0.25224730372428894 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.008350103162229061 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307367652654648 + ], + "opposite_logprob_tokens": [ + -3.1680736541748047 + ], + "logprob_reward": -0.04307367652654648, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307367652654648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11258260905742645, + 0.19425010681152344, + 0.08104608207941055, + 0.1418207585811615, + 0.05023591220378876, + 0.11646249145269394, + 0.05264058709144592, + 0.038922905921936035, + 0.10191325098276138, + 0.11012529581785202 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.04307367652654648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3133773803710938 + ], + "opposite_logprob_tokens": [ + -0.31337738037109375 + ], + "logprob_reward": -1.3133773803710938, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3133773803710938, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12405868619680405, + 0.238570898771286, + 0.0992799922823906, + 0.11905647814273834, + 0.08469357341527939, + 0.08454149216413498, + 0.10190954804420471, + 0.03694714233279228, + 0.03925647959113121, + 0.07168573141098022 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -1.3133773803710938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637951821088791 + ], + "opposite_logprob_tokens": [ + -3.6513795852661133 + ], + "logprob_reward": -0.02637951821088791, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637951821088791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22385065257549286, + 0.14444874227046967, + 0.056257620453834534, + 0.06820426881313324, + 0.050212305039167404, + 0.09259147197008133, + 0.19461652636528015, + 0.04248324781656265, + 0.05037650838494301, + 0.07695867121219635 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02637951821088791 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a male hunter with long dark brown hair tied in a messy topknot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter wearing a tight-fitting suit made of dark tanned leather and rough linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapidly rotating 360-degree medium shot around the hunter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter slowly pull an arrow from a handmade wooden quiver while the camera zooms past him?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do blue runes on the arrow shaft activate and emit a cold, bright light that becomes the main light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208290532231331 + ], + "opposite_logprob_tokens": [ + -2.8120830059051514 + ], + "logprob_reward": -0.06208290532231331, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208290532231331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0783662348985672, + 0.07683515548706055, + 0.037712980061769485, + 0.02631506137549877, + 0.034374918788671494, + 0.02584586665034294, + 0.18780732154846191, + 0.048618584871292114, + 0.0642257109284401, + 0.4198981523513794 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.06208290532231331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_3/index_tensor([2249, 2249])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_3/index_tensor([2249, 2249])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7784972ccad983b049038b55c1dce72928aafaa1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_3/index_tensor([2249, 2249])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-flying, sideways drone shot captured the spectacular spectacle of an exquisitely carved dragon boat, soaring through the water like an arrow from a bow. The boat's deep red wooden hull, intricately carved with golden dragon scales, gleamed with a restrained luster in the soft morning sunlight. Its dragon head, glaring, stood tall, its whiskers billowing in the wind. On board, dozens of muscular rowers, uniformly dressed in white tank tops, leaned forward, their faces determined. With astonishing consistency, their oars sliced through the water with powerful force and swiftness, then thrust back fiercely, each stroke sending waves of white foam flying. At the bow, a shirtless drummer pounded a massive cowhide drum with thunderous force, each drumstick drop perfectly timed to the rowers' movements. The drumbeats echoed across the river. The vast river appears boundless in the mist, while on both sides of the river, rolling green hills appear in the distance, their outlines looming in the morning fog, creating a subtle transition between highlights and shadows. The overall color scheme is dominated by the black, white, and gray of ink painting, with only the deep red and gold of the boat's hull as embellishment, creating a grand atmosphere of solemnity, power, and classical aesthetics, perfectly recreating a flowing ink painting full of movement and charm.", + "seed": 16612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_3/index_2249_seed_16612_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04214879544451833, + "vlm_logprob": -0.04214879544451833, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.04214879544451833, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.041626837104558945 + ], + "opposite_logprob_tokens": [ + -3.2916269302368164 + ], + "logprob_reward": -0.041626837104558945, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.041626837104558945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1605352908372879, + 0.035384006798267365, + 0.2375117987394333, + 0.051886532455682755, + 0.10224052518606186, + 0.06298195570707321, + 0.12771789729595184, + 0.0701521709561348, + 0.09026730805635452, + 0.06132245808839798 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.041626837104558945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032649338245392 + ], + "opposite_logprob_tokens": [ + -2.3503265380859375 + ], + "logprob_reward": -0.10032649338245392, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032649338245392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05726466700434685, + 0.03981897234916687, + 0.1283228099346161, + 0.030314510688185692, + 0.03224814683198929, + 0.028146831318736076, + 0.05501976236701012, + 0.548187255859375, + 0.055522918701171875, + 0.025154121220111847 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.10032649338245392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06059323251247406, + 0.02226709946990013, + 0.06553865969181061, + 0.027439892292022705, + 0.10240772366523743, + 0.03527761995792389, + 0.03818119689822197, + 0.11743170022964478, + 0.1034998670220375, + 0.42736300826072693 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.005947866942733526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187660999596119 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187660999596119, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187660999596119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10686861723661423, + 0.042150966823101044, + 0.1557430475950241, + 0.013377492316067219, + 0.045398611575365067, + 0.03790302202105522, + 0.11983685940504074, + 0.23979920148849487, + 0.11122830212116241, + 0.12769389152526855 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.014187660999596119 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865511879324913 + ], + "opposite_logprob_tokens": [ + -3.0486550331115723 + ], + "logprob_reward": -0.04865511879324913, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865511879324913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055215734988451004, + 0.03289834409952164, + 0.02890564315021038, + 0.02363845519721508, + 0.17954689264297485, + 0.14832109212875366, + 0.19739237427711487, + 0.20422886312007904, + 0.08277479559183121, + 0.04707776755094528 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.04865511879324913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-flying, sideways drone shot captured the spectacular spectacle of an exquisitely carved dragon boat, soaring through the water like an arrow from a bow. The boat's deep red wooden hull, intricately carved with golden dragon scales, gleamed with a restrained luster in the soft morning sunlight. Its dragon head, glaring, stood tall, its whiskers billowing in the wind. On board, dozens of muscular rowers, uniformly dressed in white tank tops, leaned forward, their faces determined. With astonishing consistency, their oars sliced through the water with powerful force and swiftness, then thrust back fiercely, each stroke sending waves of white foam flying. At the bow, a shirtless drummer pounded a massive cowhide drum with thunderous force, each drumstick drop perfectly timed to the rowers' movements. The drumbeats echoed across the river. The vast river appears boundless in the mist, while on both sides of the river, rolling green hills appear in the distance, their outlines looming in the morning fog, creating a subtle transition between highlights and shadows. The overall color scheme is dominated by the black, white, and gray of ink painting, with only the deep red and gold of the boat's hull as embellishment, creating a grand atmosphere of solemnity, power, and classical aesthetics, perfectly recreating a flowing ink painting full of movement and charm.", + "seed": 16613, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_3/index_2249_seed_16613_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05540091004222632, + "vlm_logprob": -0.05540091004222632, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.05540091004222632, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042174991220235825 + ], + "opposite_logprob_tokens": [ + -3.417175054550171 + ], + "logprob_reward": -0.042174991220235825, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.042174991220235825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23793724179267883, + 0.06665203720331192, + 0.08913896977901459, + 0.03973199799656868, + 0.030274704098701477, + 0.07161003351211548, + 0.3186650276184082, + 0.0678081139922142, + 0.03372488543391228, + 0.04445701837539673 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.042174991220235825 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989115417003632 + ], + "opposite_logprob_tokens": [ + -1.8048911094665527 + ], + "logprob_reward": -0.17989115417003632, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989115417003632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16244208812713623, + 0.09601955115795135, + 0.06707863509654999, + 0.02893945388495922, + 0.051412831991910934, + 0.0338032990694046, + 0.42820823192596436, + 0.06804940849542618, + 0.027989396825432777, + 0.03605709597468376 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.17989115417003632 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03419626131653786, + 0.010327930562198162, + 0.017358925193548203, + 0.006648141425102949, + 0.03134271502494812, + 0.012686763890087605, + 0.7661576271057129, + 0.01838119700551033, + 0.00826963409781456, + 0.09463075548410416 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281319066882133 + ], + "opposite_logprob_tokens": [ + -3.7732813358306885 + ], + "logprob_reward": -0.023281319066882133, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281319066882133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09207316488027573, + 0.026573752984404564, + 0.017630722373723984, + 0.034858956933021545, + 0.010383383370935917, + 0.009893596172332764, + 0.6393612623214722, + 0.022794736549258232, + 0.02026088908314705, + 0.12616950273513794 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.023281319066882133 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578335970640182 + ], + "opposite_logprob_tokens": [ + -3.895578384399414 + ], + "logprob_reward": -0.020578335970640182, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578335970640182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24272970855236053, + 0.06430473923683167, + 0.18665999174118042, + 0.060287587344646454, + 0.019212117418646812, + 0.026125002652406693, + 0.19137665629386902, + 0.0676780566573143, + 0.033527810126543045, + 0.10809831321239471 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.020578335970640182 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-flying, sideways drone shot captured the spectacular spectacle of an exquisitely carved dragon boat, soaring through the water like an arrow from a bow. The boat's deep red wooden hull, intricately carved with golden dragon scales, gleamed with a restrained luster in the soft morning sunlight. Its dragon head, glaring, stood tall, its whiskers billowing in the wind. On board, dozens of muscular rowers, uniformly dressed in white tank tops, leaned forward, their faces determined. With astonishing consistency, their oars sliced through the water with powerful force and swiftness, then thrust back fiercely, each stroke sending waves of white foam flying. At the bow, a shirtless drummer pounded a massive cowhide drum with thunderous force, each drumstick drop perfectly timed to the rowers' movements. The drumbeats echoed across the river. The vast river appears boundless in the mist, while on both sides of the river, rolling green hills appear in the distance, their outlines looming in the morning fog, creating a subtle transition between highlights and shadows. The overall color scheme is dominated by the black, white, and gray of ink painting, with only the deep red and gold of the boat's hull as embellishment, creating a grand atmosphere of solemnity, power, and classical aesthetics, perfectly recreating a flowing ink painting full of movement and charm.", + "seed": 16614, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_3/index_2249_seed_16614_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06196591835469008, + "vlm_logprob": -0.06196591835469008, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.06196591835469008, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10089621692895889 + ], + "opposite_logprob_tokens": [ + -2.475896120071411 + ], + "logprob_reward": -0.10089621692895889, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10089621692895889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08824021369218826, + 0.06386324018239975, + 0.33250346779823303, + 0.04219730570912361, + 0.07609390467405319, + 0.06035427376627922, + 0.04948566481471062, + 0.053395260125398636, + 0.18826931715011597, + 0.045597441494464874 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.10089621692895889 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907250314950943 + ], + "opposite_logprob_tokens": [ + -2.4640724658966064 + ], + "logprob_reward": -0.08907250314950943, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907250314950943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06118633598089218, + 0.03940024971961975, + 0.2779221832752228, + 0.050915319472551346, + 0.08945069462060928, + 0.05759114772081375, + 0.047262731939554214, + 0.2680436074733734, + 0.08477360010147095, + 0.023454129695892334 + ], + "top_frames": [ + 2, + 7, + 4 + ], + "selected_reward": -0.08907250314950943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080282740294933 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080282740294933, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080282740294933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06804535537958145, + 0.05263223499059677, + 0.2459288239479065, + 0.03802599385380745, + 0.04326431080698967, + 0.036609258502721786, + 0.19704750180244446, + 0.06120413914322853, + 0.05331280454993248, + 0.203929603099823 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.011080282740294933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797974973917007 + ], + "opposite_logprob_tokens": [ + -3.5297980308532715 + ], + "logprob_reward": -0.029797974973917007, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797974973917007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1693717986345291, + 0.09167861193418503, + 0.10400289297103882, + 0.05055062845349312, + 0.18662065267562866, + 0.0430474691092968, + 0.04926295578479767, + 0.07900185137987137, + 0.13956625759601593, + 0.08689690381288528 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.029797974973917007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898261398077011 + ], + "opposite_logprob_tokens": [ + -2.5789825916290283 + ], + "logprob_reward": -0.07898261398077011, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898261398077011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20908351242542267, + 0.07991262525320053, + 0.030602680519223213, + 0.09358219802379608, + 0.12542933225631714, + 0.03186100721359253, + 0.038950953632593155, + 0.3002186715602875, + 0.05196022987365723, + 0.03839882090687752 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.07898261398077011 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-flying, sideways drone shot captured the spectacular spectacle of an exquisitely carved dragon boat, soaring through the water like an arrow from a bow. The boat's deep red wooden hull, intricately carved with golden dragon scales, gleamed with a restrained luster in the soft morning sunlight. Its dragon head, glaring, stood tall, its whiskers billowing in the wind. On board, dozens of muscular rowers, uniformly dressed in white tank tops, leaned forward, their faces determined. With astonishing consistency, their oars sliced through the water with powerful force and swiftness, then thrust back fiercely, each stroke sending waves of white foam flying. At the bow, a shirtless drummer pounded a massive cowhide drum with thunderous force, each drumstick drop perfectly timed to the rowers' movements. The drumbeats echoed across the river. The vast river appears boundless in the mist, while on both sides of the river, rolling green hills appear in the distance, their outlines looming in the morning fog, creating a subtle transition between highlights and shadows. The overall color scheme is dominated by the black, white, and gray of ink painting, with only the deep red and gold of the boat's hull as embellishment, creating a grand atmosphere of solemnity, power, and classical aesthetics, perfectly recreating a flowing ink painting full of movement and charm.", + "seed": 16615, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_3/index_2249_seed_16615_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09727360233664513, + "vlm_logprob": -0.09727360233664513, + "vlm_yes_no_margin": 2.450000023841858, + "vlm_token_credit": -0.09727360233664513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1340954750776291 + ], + "opposite_logprob_tokens": [ + -2.1340954303741455 + ], + "logprob_reward": -0.1340954750776291, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1340954750776291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14014744758605957, + 0.25980058312416077, + 0.038210660219192505, + 0.041854921728372574, + 0.07963748276233673, + 0.10529926419258118, + 0.08300261199474335, + 0.07068726420402527, + 0.15580390393733978, + 0.02555590681731701 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.1340954750776291 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284934103488922 + ], + "opposite_logprob_tokens": [ + -2.0178494453430176 + ], + "logprob_reward": -0.14284934103488922, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14284934103488922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024024877697229385, + 0.6024478673934937, + 0.015544894151389599, + 0.03393344581127167, + 0.07500876486301422, + 0.043015748262405396, + 0.04096745699644089, + 0.07503103464841843, + 0.06090719997882843, + 0.029118720442056656 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.14284934103488922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866601899266243 + ], + "opposite_logprob_tokens": [ + -3.048666000366211 + ], + "logprob_reward": -0.04866601899266243, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866601899266243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1547493040561676, + 0.12315841019153595, + 0.1516394466161728, + 0.044531166553497314, + 0.08366242796182632, + 0.12093119323253632, + 0.07724467664957047, + 0.06493812799453735, + 0.06540306657552719, + 0.11374213546514511 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04866601899266243 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033697985112667084 + ], + "opposite_logprob_tokens": [ + -3.408698081970215 + ], + "logprob_reward": -0.033697985112667084, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033697985112667084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04651539400219917, + 0.5886379480361938, + 0.0398954413831234, + 0.09954087436199188, + 0.04808606952428818, + 0.059419889003038406, + 0.03571602329611778, + 0.033301763236522675, + 0.037804730236530304, + 0.01108186598867178 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.033697985112667084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-flying, sideways view of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boat's hull deep red and intricately carved with golden dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dozens of rowers visible wearing white tank tops and leaning forward with oars slicing the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shirtless drummer pounding a massive cowhide drum at the bow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a vast misty river with rolling green hills in the distance, rendered in a black, white, and gray ink painting style with only red and gold accents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270591914653778 + ], + "opposite_logprob_tokens": [ + -2.1270592212677 + ], + "logprob_reward": -0.1270591914653778, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270591914653778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1556142270565033, + 0.3135218620300293, + 0.032931819558143616, + 0.028070803731679916, + 0.07734479755163193, + 0.0654720813035965, + 0.16807721555233002, + 0.07995905727148056, + 0.06092647463083267, + 0.01808168739080429 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.1270591914653778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_4/index_tensor([1149, 1149])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_4/index_tensor([1149, 1149])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..03354bbd30b705ee1acdf143d2b4a2b9b3eca0ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_4/index_tensor([1149, 1149])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tender close-up, the camera held still, focuses on a gentle mother and her newborn baby in her arms. The mother's long, warm chestnut hair is loosely tied in a low bun, with strands gently falling against her delicate face. She wears a soft, off-white knit sweater, its texture visible in the soft afternoon light streaming in from the side window. Slowly and cautiously, she lowers her head, a contented, serene smile playing on her lips. When her eyes meet the newly opened eyes of the child in her arms, they instantly overflow with inexpressible affection and love. Wrapped in a pale yellow cotton swaddle, the tiny infant has chubby cheeks and fair skin with a healthy rosy glow. Its large, clear, and bright eyes, as bright as obsidian, gaze upward at its mother with curiosity and trust. The sunlight casts a faint golden halo on the mother's eyelashes and the baby's forehead. The background is an out-of-focus, warm corner of the room. The main colors of the whole picture are warm white and light yellow, creating an extremely peaceful, pure and safe intimate atmosphere.", + "seed": 20439, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_4/index_1149_seed_20439_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12938212119042874, + "vlm_logprob": -0.12938212119042874, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.12938212119042874, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004430953413248062 + ], + "opposite_logprob_tokens": [ + -6.004430770874023 + ], + "logprob_reward": -0.004430953413248062, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.004430953413248062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30454182624816895, + 0.05692430958151817, + 0.0273812934756279, + 0.044710174202919006, + 0.10680806636810303, + 0.05030915141105652, + 0.20729702711105347, + 0.026676839217543602, + 0.048152077943086624, + 0.12719926238059998 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.004430953413248062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332114987075329 + ], + "opposite_logprob_tokens": [ + -3.7733211517333984 + ], + "logprob_reward": -0.02332114987075329, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332114987075329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47090092301368713, + 0.07534900307655334, + 0.05180848017334938, + 0.038630127906799316, + 0.06557994335889816, + 0.0588749423623085, + 0.11833476275205612, + 0.029843615368008614, + 0.042892251163721085, + 0.0477859303355217 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02332114987075329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033717695623636246 + ], + "opposite_logprob_tokens": [ + -3.408717632293701 + ], + "logprob_reward": -0.033717695623636246, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033717695623636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.600669264793396, + 0.03544315695762634, + 0.04341242089867592, + 0.08041780441999435, + 0.12489910423755646, + 0.02365436777472496, + 0.025473544374108315, + 0.02063600718975067, + 0.014590635895729065, + 0.0308037381619215 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.033717695623636246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205814331769943 + ], + "opposite_logprob_tokens": [ + -2.812058210372925 + ], + "logprob_reward": -0.06205814331769943, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205814331769943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.76911461353302, + 0.026213422417640686, + 0.01229950413107872, + 0.017597611993551254, + 0.03073391504585743, + 0.017604580149054527, + 0.02849968522787094, + 0.010206932201981544, + 0.011751695536077023, + 0.07597806304693222 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.06205814331769943 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233826637268066 + ], + "opposite_logprob_tokens": [ + -0.8983826637268066 + ], + "logprob_reward": -0.5233826637268066, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233826637268066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5672951936721802, + 0.015185756608843803, + 0.013550804927945137, + 0.013651201501488686, + 0.24890278279781342, + 0.012738587334752083, + 0.039730507880449295, + 0.008810088969767094, + 0.016470573842525482, + 0.06366443634033203 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.5233826637268066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tender close-up, the camera held still, focuses on a gentle mother and her newborn baby in her arms. The mother's long, warm chestnut hair is loosely tied in a low bun, with strands gently falling against her delicate face. She wears a soft, off-white knit sweater, its texture visible in the soft afternoon light streaming in from the side window. Slowly and cautiously, she lowers her head, a contented, serene smile playing on her lips. When her eyes meet the newly opened eyes of the child in her arms, they instantly overflow with inexpressible affection and love. Wrapped in a pale yellow cotton swaddle, the tiny infant has chubby cheeks and fair skin with a healthy rosy glow. Its large, clear, and bright eyes, as bright as obsidian, gaze upward at its mother with curiosity and trust. The sunlight casts a faint golden halo on the mother's eyelashes and the baby's forehead. The background is an out-of-focus, warm corner of the room. The main colors of the whole picture are warm white and light yellow, creating an extremely peaceful, pure and safe intimate atmosphere.", + "seed": 20440, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_4/index_1149_seed_20440_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21740500833839177, + "vlm_logprob": -0.21740500833839177, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.21740500833839177, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004764988087117672 + ], + "opposite_logprob_tokens": [ + -6.254765033721924 + ], + "logprob_reward": -0.004764988087117672, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.004764988087117672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16071805357933044, + 0.16970789432525635, + 0.0538339838385582, + 0.06259482353925705, + 0.04506708309054375, + 0.10604266822338104, + 0.056912075728178024, + 0.04738229885697365, + 0.10434141010046005, + 0.19339974224567413 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.004764988087117672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043163079768419266 + ], + "opposite_logprob_tokens": [ + -3.1681630611419678 + ], + "logprob_reward": -0.043163079768419266, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043163079768419266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12507414817810059, + 0.18591757118701935, + 0.05356552079319954, + 0.039017241448163986, + 0.04969286546111107, + 0.058349885046482086, + 0.22320905327796936, + 0.09938139468431473, + 0.03165053948760033, + 0.13414181768894196 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.043163079768419266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007049769163132 + ], + "opposite_logprob_tokens": [ + -2.695070505142212 + ], + "logprob_reward": -0.07007049769163132, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007049769163132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12644553184509277, + 0.20222525298595428, + 0.086885467171669, + 0.04247608035802841, + 0.08561227470636368, + 0.14393040537834167, + 0.06020794063806534, + 0.07003237307071686, + 0.04257889837026596, + 0.13960574567317963 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.07007049769163132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428406536579132 + ], + "opposite_logprob_tokens": [ + -2.017840623855591 + ], + "logprob_reward": -0.1428406536579132, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428406536579132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11446327716112137, + 0.0772901102900505, + 0.06103821098804474, + 0.09960570931434631, + 0.03454631194472313, + 0.15135686099529266, + 0.060839779675006866, + 0.06614230573177338, + 0.1156664490699768, + 0.2190510332584381 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.1428406536579132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261858224868774 + ], + "opposite_logprob_tokens": [ + -0.5761858224868774 + ], + "logprob_reward": -0.8261858224868774, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261858224868774, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10301043838262558, + 0.08234632015228271, + 0.018215307965874672, + 0.01848280243575573, + 0.01387910358607769, + 0.11585867404937744, + 0.03199002146720886, + 0.10402128100395203, + 0.031240185722708702, + 0.48095592856407166 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.8261858224868774 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "tender close-up, the camera held still, focuses on a gentle mother and her newborn baby in her arms. The mother's long, warm chestnut hair is loosely tied in a low bun, with strands gently falling against her delicate face. She wears a soft, off-white knit sweater, its texture visible in the soft afternoon light streaming in from the side window. Slowly and cautiously, she lowers her head, a contented, serene smile playing on her lips. When her eyes meet the newly opened eyes of the child in her arms, they instantly overflow with inexpressible affection and love. Wrapped in a pale yellow cotton swaddle, the tiny infant has chubby cheeks and fair skin with a healthy rosy glow. Its large, clear, and bright eyes, as bright as obsidian, gaze upward at its mother with curiosity and trust. The sunlight casts a faint golden halo on the mother's eyelashes and the baby's forehead. The background is an out-of-focus, warm corner of the room. The main colors of the whole picture are warm white and light yellow, creating an extremely peaceful, pure and safe intimate atmosphere.", + "seed": 20441, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_4/index_1149_seed_20441_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11331683676689863, + "vlm_logprob": -0.11331683676689863, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.11331683676689863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008731991983950138 + ], + "opposite_logprob_tokens": [ + -5.383731842041016 + ], + "logprob_reward": -0.008731991983950138, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.008731991983950138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07734273374080658, + 0.03657928854227066, + 0.07751554995775223, + 0.027951274067163467, + 0.05188428983092308, + 0.05809476599097252, + 0.07458551973104477, + 0.09784023463726044, + 0.2899470627307892, + 0.2082592397928238 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.008731991983950138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029841942712664604 + ], + "opposite_logprob_tokens": [ + -3.529841899871826 + ], + "logprob_reward": -0.029841942712664604, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029841942712664604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08642483502626419, + 0.056464940309524536, + 0.05988883599638939, + 0.04053180664777756, + 0.14248709380626678, + 0.07254364341497421, + 0.06397875398397446, + 0.05886029079556465, + 0.28198549151420593, + 0.1368342936038971 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.029841942712664604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033630579710007 + ], + "opposite_logprob_tokens": [ + -2.3503363132476807 + ], + "logprob_reward": -0.10033630579710007, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033630579710007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09469424188137054, + 0.12338397651910782, + 0.05742846801877022, + 0.021891852840781212, + 0.06202469766139984, + 0.05154617503285408, + 0.04390784725546837, + 0.23348435759544373, + 0.19835390150547028, + 0.11328452825546265 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.10033630579710007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899407297372818 + ], + "opposite_logprob_tokens": [ + -2.578994035720825 + ], + "logprob_reward": -0.07899407297372818, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899407297372818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0323113314807415, + 0.018926681950688362, + 0.08917145431041718, + 0.024882590398192406, + 0.019186003133654594, + 0.04340897500514984, + 0.026576125994324684, + 0.07156984508037567, + 0.3686336278915405, + 0.30533337593078613 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.07899407297372818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34867987036705017 + ], + "opposite_logprob_tokens": [ + -1.2236799001693726 + ], + "logprob_reward": -0.34867987036705017, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34867987036705017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05067064240574837, + 0.029840150848031044, + 0.03772249072790146, + 0.024960028007626534, + 0.040660154074430466, + 0.07276130467653275, + 0.021909866482019424, + 0.05505288019776344, + 0.40827676653862, + 0.25814568996429443 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.34867987036705017 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tender close-up, the camera held still, focuses on a gentle mother and her newborn baby in her arms. The mother's long, warm chestnut hair is loosely tied in a low bun, with strands gently falling against her delicate face. She wears a soft, off-white knit sweater, its texture visible in the soft afternoon light streaming in from the side window. Slowly and cautiously, she lowers her head, a contented, serene smile playing on her lips. When her eyes meet the newly opened eyes of the child in her arms, they instantly overflow with inexpressible affection and love. Wrapped in a pale yellow cotton swaddle, the tiny infant has chubby cheeks and fair skin with a healthy rosy glow. Its large, clear, and bright eyes, as bright as obsidian, gaze upward at its mother with curiosity and trust. The sunlight casts a faint golden halo on the mother's eyelashes and the baby's forehead. The background is an out-of-focus, warm corner of the room. The main colors of the whole picture are warm white and light yellow, creating an extremely peaceful, pure and safe intimate atmosphere.", + "seed": 20442, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_4/index_1149_seed_20442_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11089780805632472, + "vlm_logprob": -0.11089780805632472, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.11089780805632472, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004138240125030279 + ], + "opposite_logprob_tokens": [ + -6.254138469696045 + ], + "logprob_reward": -0.004138240125030279, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.004138240125030279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05405373126268387, + 0.5205437541007996, + 0.051785629242658615, + 0.04719822108745575, + 0.044915489852428436, + 0.08646690100431442, + 0.04232759028673172, + 0.034344885498285294, + 0.0500139556825161, + 0.06834983080625534 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.004138240125030279 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014229852706193924 + ], + "opposite_logprob_tokens": [ + -4.264229774475098 + ], + "logprob_reward": -0.014229852706193924, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014229852706193924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0938742458820343, + 0.6228913068771362, + 0.05132651701569557, + 0.041467614471912384, + 0.016738558188080788, + 0.03357468172907829, + 0.007594130467623472, + 0.09122718125581741, + 0.014516379684209824, + 0.026789333671331406 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.014229852706193924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868214204907417 + ], + "opposite_logprob_tokens": [ + -3.04868221282959 + ], + "logprob_reward": -0.04868214204907417, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868214204907417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014262350276112556, + 0.9005929827690125, + 0.018801026046276093, + 0.006547017954289913, + 0.005599966738373041, + 0.004032040946185589, + 0.0020078655797988176, + 0.010167956352233887, + 0.011849284172058105, + 0.026139531284570694 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.04868214204907417 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003260686993599 + ], + "opposite_logprob_tokens": [ + -2.3503260612487793 + ], + "logprob_reward": -0.1003260686993599, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003260686993599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09615588188171387, + 0.2593851387500763, + 0.09788831323385239, + 0.04698260873556137, + 0.02948959544301033, + 0.060872308909893036, + 0.0797000303864479, + 0.06159757077693939, + 0.07764869183301926, + 0.19027990102767944 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.1003260686993599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a mother holding a newborn baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a soft off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby wrapped in a pale yellow cotton swaddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mother slowly lower her head to meet the baby's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38711273670196533 + ], + "opposite_logprob_tokens": [ + -1.1371127367019653 + ], + "logprob_reward": -0.38711273670196533, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38711273670196533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054959673434495926, + 0.5335791707038879, + 0.12108129262924194, + 0.04734257608652115, + 0.021354833617806435, + 0.03647255524992943, + 0.01783718168735504, + 0.032307177782058716, + 0.041839949786663055, + 0.09322559833526611 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.38711273670196533 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_5/index_tensor([4773, 4773])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_5/index_tensor([4773, 4773])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fcaa452afe6366733652aa6c2fd307816cae7007 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_5/index_tensor([4773, 4773])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "head-tracking shot begins from a low angle, focusing on a young apprentice standing alone in the center of the cold stone floor of a solemn, circular courtroom. He wears a simple, scuffed, earth-brown apprentice's robe, his hands clasped nervously before him. As he slowly and with measured force raises his head, the camera performs a steady, smooth upward tilt. This movement reveals the vast, oppressive space: towering circular stone walls carved with ancient runes, and a circular opening at the center of the vast dome. Under global illumination, several distinct, textured beams of light pour down from this opening, piercing through the airborne dust and casting long, sharply defined shadows on the ground. As the apprentice's gaze finally rises above the horizon, the camera settles on the elderly wizard in the courtroom. He wore a magnificent robe of deep purple velvet, the collar and cuffs embroidered with intricate arcane patterns in gold thread. He leaned slightly forward from a high-backed obsidian chair, his wrinkled face imbued with undeniable majesty. Through his long white brows, his piercing eyes cast a stern gaze. The apprentice's unwavering and unyielding gaze collided fiercely in a space shrouded in light and shadow, creating a tense, silent, yet powerful confrontation.", + "seed": 26042, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_5/index_4773_seed_26042_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03386251274496317, + "vlm_logprob": -0.03386251274496317, + "vlm_yes_no_margin": 4.800000023841858, + "vlm_token_credit": -0.03386251274496317, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0038233529776334763 + ], + "opposite_logprob_tokens": [ + -5.753823280334473 + ], + "logprob_reward": -0.0038233529776334763, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0038233529776334763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18929621577262878, + 0.09189686924219131, + 0.15712356567382812, + 0.24311509728431702, + 0.060792453587055206, + 0.06934904307126999, + 0.022823059931397438, + 0.044787175953388214, + 0.059011299163103104, + 0.06180517002940178 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0038233529776334763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277927577495575 + ], + "opposite_logprob_tokens": [ + -2.0177793502807617 + ], + "logprob_reward": -0.14277927577495575, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14277927577495575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05544484406709671, + 0.061906252056360245, + 0.19299164414405823, + 0.07912776619195938, + 0.062349364161491394, + 0.031732767820358276, + 0.04225033149123192, + 0.17395876348018646, + 0.19421125948429108, + 0.10602705180644989 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.14277927577495575 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031911423429846764 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031911423429846764, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031911423429846764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11165297031402588, + 0.0694689005613327, + 0.08984057605266571, + 0.05776093155145645, + 0.11544030904769897, + 0.23105496168136597, + 0.05012847110629082, + 0.17370015382766724, + 0.05034827068448067, + 0.05060451105237007 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.0031911423429846764 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013368725776672363 + ], + "opposite_logprob_tokens": [ + -6.626337051391602 + ], + "logprob_reward": -0.0013368725776672363, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013368725776672363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15786683559417725, + 0.11440973728895187, + 0.09854329377412796, + 0.17122535407543182, + 0.06307835876941681, + 0.13604754209518433, + 0.024849139153957367, + 0.05736518278717995, + 0.06807886064052582, + 0.1085357591509819 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0013368725776672363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181920051574707 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181920051574707, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181920051574707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10211918503046036, + 0.04916391149163246, + 0.054389577358961105, + 0.062489308416843414, + 0.06297379732131958, + 0.0893203541636467, + 0.04325288534164429, + 0.20527972280979156, + 0.13294227421283722, + 0.1980690062046051 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.018181920051574707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "head-tracking shot begins from a low angle, focusing on a young apprentice standing alone in the center of the cold stone floor of a solemn, circular courtroom. He wears a simple, scuffed, earth-brown apprentice's robe, his hands clasped nervously before him. As he slowly and with measured force raises his head, the camera performs a steady, smooth upward tilt. This movement reveals the vast, oppressive space: towering circular stone walls carved with ancient runes, and a circular opening at the center of the vast dome. Under global illumination, several distinct, textured beams of light pour down from this opening, piercing through the airborne dust and casting long, sharply defined shadows on the ground. As the apprentice's gaze finally rises above the horizon, the camera settles on the elderly wizard in the courtroom. He wore a magnificent robe of deep purple velvet, the collar and cuffs embroidered with intricate arcane patterns in gold thread. He leaned slightly forward from a high-backed obsidian chair, his wrinkled face imbued with undeniable majesty. Through his long white brows, his piercing eyes cast a stern gaze. The apprentice's unwavering and unyielding gaze collided fiercely in a space shrouded in light and shadow, creating a tense, silent, yet powerful confrontation.", + "seed": 26043, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_5/index_4773_seed_26043_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0072405140846967695, + "vlm_logprob": -0.0072405140846967695, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.0072405140846967695, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0065731266513466835 + ], + "opposite_logprob_tokens": [ + -5.38157320022583 + ], + "logprob_reward": -0.0065731266513466835, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0065731266513466835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5756846070289612, + 0.03434354439377785, + 0.032799411565065384, + 0.1703931987285614, + 0.023990049958229065, + 0.049112964421510696, + 0.022909406572580338, + 0.05037083849310875, + 0.012895429506897926, + 0.02750059962272644 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0065731266513466835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647849783301353 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647849783301353, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647849783301353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5569818615913391, + 0.026814963668584824, + 0.033900246024131775, + 0.13892191648483276, + 0.03612152487039566, + 0.05583719536662102, + 0.04994560405611992, + 0.047356776893138885, + 0.02121804840862751, + 0.032901864498853683 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.008647849783301353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534293346107006 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534293346107006, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534293346107006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5156514048576355, + 0.01707698591053486, + 0.02654319442808628, + 0.30815646052360535, + 0.024767166003584862, + 0.030355026945471764, + 0.039802201092243195, + 0.02309042401611805, + 0.007352640852332115, + 0.007204458117485046 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.012534293346107006 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017141900025308132 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017141900025308132, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017141900025308132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3828122913837433, + 0.0331423357129097, + 0.08174247294664383, + 0.3331531584262848, + 0.029443122446537018, + 0.03373464569449425, + 0.015196354128420353, + 0.06105925142765045, + 0.018934257328510284, + 0.010782070457935333 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0017141900025308132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733110640197992 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006733110640197992, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733110640197992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6159871220588684, + 0.03268605098128319, + 0.014409104362130165, + 0.10863415896892548, + 0.013287938199937344, + 0.14060050249099731, + 0.03180231526494026, + 0.019742559641599655, + 0.011095178313553333, + 0.011754970997571945 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.006733110640197992 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "head-tracking shot begins from a low angle, focusing on a young apprentice standing alone in the center of the cold stone floor of a solemn, circular courtroom. He wears a simple, scuffed, earth-brown apprentice's robe, his hands clasped nervously before him. As he slowly and with measured force raises his head, the camera performs a steady, smooth upward tilt. This movement reveals the vast, oppressive space: towering circular stone walls carved with ancient runes, and a circular opening at the center of the vast dome. Under global illumination, several distinct, textured beams of light pour down from this opening, piercing through the airborne dust and casting long, sharply defined shadows on the ground. As the apprentice's gaze finally rises above the horizon, the camera settles on the elderly wizard in the courtroom. He wore a magnificent robe of deep purple velvet, the collar and cuffs embroidered with intricate arcane patterns in gold thread. He leaned slightly forward from a high-backed obsidian chair, his wrinkled face imbued with undeniable majesty. Through his long white brows, his piercing eyes cast a stern gaze. The apprentice's unwavering and unyielding gaze collided fiercely in a space shrouded in light and shadow, creating a tense, silent, yet powerful confrontation.", + "seed": 26044, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_5/index_4773_seed_26044_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017337446846067906, + "vlm_logprob": -0.017337446846067906, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.017337446846067906, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008071779273450375 + ], + "opposite_logprob_tokens": [ + -5.0080718994140625 + ], + "logprob_reward": -0.008071779273450375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008071779273450375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19073586165905, + 0.138920396566391, + 0.08568884432315826, + 0.05331980064511299, + 0.03812708705663681, + 0.21301649510860443, + 0.05718112364411354, + 0.09647060930728912, + 0.05226880684494972, + 0.07427097111940384 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.008071779273450375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067168444395065 + ], + "opposite_logprob_tokens": [ + -3.168067216873169 + ], + "logprob_reward": -0.043067168444395065, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067168444395065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31427937746047974, + 0.07177876681089401, + 0.03510773554444313, + 0.08659711480140686, + 0.06751075387001038, + 0.10705827921628952, + 0.12424003332853317, + 0.03415694832801819, + 0.06051439419388771, + 0.09875661879777908 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.043067168444395065 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280620574951172 + ], + "opposite_logprob_tokens": [ + -3.773280620574951 + ], + "logprob_reward": -0.023280620574951172, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280620574951172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3198620676994324, + 0.10302365571260452, + 0.06830064952373505, + 0.06081170588731766, + 0.04903395473957062, + 0.13940365612506866, + 0.11962590366601944, + 0.019290972501039505, + 0.03352940082550049, + 0.08711805939674377 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023280620574951172 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024894457310438156 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024894457310438156, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024894457310438156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16035987436771393, + 0.1628217101097107, + 0.1607089340686798, + 0.03681236505508423, + 0.027462227270007133, + 0.1890358328819275, + 0.08975154906511307, + 0.06296300143003464, + 0.03156950697302818, + 0.07851498574018478 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.0024894457310438156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097782202064991 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.0097782202064991, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097782202064991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07239411026239395, + 0.06271989643573761, + 0.03036840446293354, + 0.06102738156914711, + 0.08534549176692963, + 0.14747458696365356, + 0.23855210840702057, + 0.12785229086875916, + 0.04656809940934181, + 0.12769758701324463 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.0097782202064991 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "head-tracking shot begins from a low angle, focusing on a young apprentice standing alone in the center of the cold stone floor of a solemn, circular courtroom. He wears a simple, scuffed, earth-brown apprentice's robe, his hands clasped nervously before him. As he slowly and with measured force raises his head, the camera performs a steady, smooth upward tilt. This movement reveals the vast, oppressive space: towering circular stone walls carved with ancient runes, and a circular opening at the center of the vast dome. Under global illumination, several distinct, textured beams of light pour down from this opening, piercing through the airborne dust and casting long, sharply defined shadows on the ground. As the apprentice's gaze finally rises above the horizon, the camera settles on the elderly wizard in the courtroom. He wore a magnificent robe of deep purple velvet, the collar and cuffs embroidered with intricate arcane patterns in gold thread. He leaned slightly forward from a high-backed obsidian chair, his wrinkled face imbued with undeniable majesty. Through his long white brows, his piercing eyes cast a stern gaze. The apprentice's unwavering and unyielding gaze collided fiercely in a space shrouded in light and shadow, creating a tense, silent, yet powerful confrontation.", + "seed": 26045, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_5/index_4773_seed_26045_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.017548474366776645, + "vlm_logprob": -0.017548474366776645, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.017548474366776645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004790495615452528 + ], + "opposite_logprob_tokens": [ + -5.629790306091309 + ], + "logprob_reward": -0.004790495615452528, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004790495615452528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6927675604820251, + 0.05187990143895149, + 0.047896429896354675, + 0.024731667712330818, + 0.035464007407426834, + 0.03168850392103195, + 0.026219164952635765, + 0.026809189468622208, + 0.03548746556043625, + 0.027056116610765457 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004790495615452528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048663295805454254 + ], + "opposite_logprob_tokens": [ + -3.048663377761841 + ], + "logprob_reward": -0.048663295805454254, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048663295805454254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33682915568351746, + 0.0909191220998764, + 0.12191560864448547, + 0.03480919077992439, + 0.034700050950050354, + 0.029050668701529503, + 0.06619998067617416, + 0.0745103731751442, + 0.04527771472930908, + 0.16578806936740875 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.048663295805454254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533470056951046 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533470056951046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533470056951046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4620066285133362, + 0.05509185045957565, + 0.056649819016456604, + 0.03152450546622276, + 0.06627959758043289, + 0.05202992632985115, + 0.05175204202532768, + 0.0769047886133194, + 0.05986851826310158, + 0.0878923237323761 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.012533470056951046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001178642618469894 + ], + "opposite_logprob_tokens": [ + -6.751178741455078 + ], + "logprob_reward": -0.001178642618469894, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001178642618469894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3893113434314728, + 0.12617227435112, + 0.10827076435089111, + 0.04527619853615761, + 0.04508327320218086, + 0.13265591859817505, + 0.03915522247552872, + 0.042607031762599945, + 0.03469962254166603, + 0.03676832839846611 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.001178642618469894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a solemn, circular courtroom with a cold stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young apprentice wearing a simple, scuffed, earth-brown robe standing alone in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a steady, smooth upward tilt starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there towering circular stone walls with ancient runes and beams of light pouring down from a central dome opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is an elderly wizard wearing a deep purple velvet robe with gold embroidery visible in a high-backed obsidian chair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576467737555504 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576467737555504, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576467737555504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12576186656951904, + 0.11396545171737671, + 0.07411794364452362, + 0.04758935421705246, + 0.04642288759350777, + 0.08067586272954941, + 0.06547437608242035, + 0.09830311685800552, + 0.1795530468225479, + 0.16813607513904572 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.020576467737555504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_6/index_tensor([2362, 2362])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_6/index_tensor([2362, 2362])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fa34e0e192bc8bdb0d05fde3947434cc14ebfa20 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_6/index_tensor([2362, 2362])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow and graceful upward rotation captures the magnificent moment when a massive golden firework suddenly explodes against the velvety darkness of the night. At the heart of the explosion is a brief, incandescent point of white light, which then emanates in all directions as thousands of thick, shimmering golden beams trace perfect arcs through the air, forming a vast, symmetrical sphere, like a giant golden chrysanthemum in full bloom, its petals tucked away in amber embers. The entire frame is completely illuminated by this sudden burst of light, its golden glow casting a warm halo over the pure black background and leaving behind a fleeting plume of gray smoke at the center of the explosion. As the camera continues to rotate, the viewer is afforded a panoramic view of these golden sparks reaching their climax before steadily and deliberately descending like golden raindrops, eventually fading and disappearing from view. This breathtaking, monumental, yet fleeting visual spectacle is imbued with festive joy and awe.", + "seed": 6555, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_6/index_2362_seed_6555_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11008704481646418, + "vlm_logprob": -0.11008704481646418, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.11008704481646418, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3519139587879181 + ], + "opposite_logprob_tokens": [ + -1.2269139289855957 + ], + "logprob_reward": -0.3519139587879181, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3519139587879181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15047261118888855, + 0.10365986078977585, + 0.06056683883070946, + 0.15000276267528534, + 0.08607884496450424, + 0.08011779189109802, + 0.13724657893180847, + 0.06351363658905029, + 0.0744994506239891, + 0.09384161978960037 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.3519139587879181 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00465962802991271 + ], + "opposite_logprob_tokens": [ + -5.379659652709961 + ], + "logprob_reward": -0.00465962802991271, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00465962802991271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19243879616260529, + 0.16126714646816254, + 0.07491545379161835, + 0.039146751165390015, + 0.040725622326135635, + 0.09122815728187561, + 0.0972522720694542, + 0.08314505219459534, + 0.09728939086198807, + 0.12259140610694885 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.00465962802991271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868316650390625 + ], + "opposite_logprob_tokens": [ + -3.0486831665039062 + ], + "logprob_reward": -0.04868316650390625, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868316650390625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36690187454223633, + 0.1541154980659485, + 0.17250077426433563, + 0.04895210266113281, + 0.06597013771533966, + 0.03003956563770771, + 0.03698857128620148, + 0.021212464198470116, + 0.042635299265384674, + 0.06068366765975952 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04868316650390625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183324486017227 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183324486017227, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183324486017227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07464257627725601, + 0.1797627955675125, + 0.0349624902009964, + 0.027443496510386467, + 0.02633647806942463, + 0.05682867765426636, + 0.045253686606884, + 0.11383530497550964, + 0.20555740594863892, + 0.23537716269493103 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.018183324486017227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12699514627456665 + ], + "opposite_logprob_tokens": [ + -2.126995086669922 + ], + "logprob_reward": -0.12699514627456665, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12699514627456665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2298179715871811, + 0.2877332866191864, + 0.06717286258935928, + 0.08786753565073013, + 0.03714459016919136, + 0.037694256752729416, + 0.029708998277783394, + 0.04622838646173477, + 0.06115550920367241, + 0.11547660827636719 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.12699514627456665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful upward rotation captures the magnificent moment when a massive golden firework suddenly explodes against the velvety darkness of the night. At the heart of the explosion is a brief, incandescent point of white light, which then emanates in all directions as thousands of thick, shimmering golden beams trace perfect arcs through the air, forming a vast, symmetrical sphere, like a giant golden chrysanthemum in full bloom, its petals tucked away in amber embers. The entire frame is completely illuminated by this sudden burst of light, its golden glow casting a warm halo over the pure black background and leaving behind a fleeting plume of gray smoke at the center of the explosion. As the camera continues to rotate, the viewer is afforded a panoramic view of these golden sparks reaching their climax before steadily and deliberately descending like golden raindrops, eventually fading and disappearing from view. This breathtaking, monumental, yet fleeting visual spectacle is imbued with festive joy and awe.", + "seed": 6556, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_6/index_2362_seed_6556_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11145069729536772, + "vlm_logprob": -0.11145069729536772, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.11145069729536772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18126225471496582 + ], + "opposite_logprob_tokens": [ + -1.8062622547149658 + ], + "logprob_reward": -0.18126225471496582, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18126225471496582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16029544174671173, + 0.06808389723300934, + 0.06091193109750748, + 0.11254405975341797, + 0.062131837010383606, + 0.20810304582118988, + 0.08543658256530762, + 0.10017911344766617, + 0.09423984587192535, + 0.048074252903461456 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.18126225471496582 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00527146365493536 + ], + "opposite_logprob_tokens": [ + -5.2552714347839355 + ], + "logprob_reward": -0.00527146365493536, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00527146365493536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15733247995376587, + 0.13537999987602234, + 0.05608958378434181, + 0.05070362985134125, + 0.05855611339211464, + 0.24221262335777283, + 0.05629575625061989, + 0.06366640329360962, + 0.11636938154697418, + 0.06339406967163086 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.00527146365493536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004104554653168 + ], + "opposite_logprob_tokens": [ + -2.6950409412384033 + ], + "logprob_reward": -0.07004104554653168, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004104554653168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15013039112091064, + 0.1268920749425888, + 0.05043056234717369, + 0.04655839875340462, + 0.08794233202934265, + 0.2243478149175644, + 0.049151450395584106, + 0.13154232501983643, + 0.0968398004770279, + 0.03616488352417946 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.07004104554653168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864739626646042 + ], + "opposite_logprob_tokens": [ + -3.048647403717041 + ], + "logprob_reward": -0.04864739626646042, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864739626646042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18089747428894043, + 0.08229152858257294, + 0.0469607375562191, + 0.040971968322992325, + 0.10152526199817657, + 0.11356812715530396, + 0.05361030623316765, + 0.048181138932704926, + 0.08951060473918915, + 0.24248285591602325 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.04864739626646042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520313262939453 + ], + "opposite_logprob_tokens": [ + -1.5020313262939453 + ], + "logprob_reward": -0.2520313262939453, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520313262939453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2440066635608673, + 0.10260943323373795, + 0.06118049845099449, + 0.04107999801635742, + 0.15546628832817078, + 0.07801001518964767, + 0.047775983810424805, + 0.1432873159646988, + 0.07324228435754776, + 0.05334155634045601 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.2520313262939453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful upward rotation captures the magnificent moment when a massive golden firework suddenly explodes against the velvety darkness of the night. At the heart of the explosion is a brief, incandescent point of white light, which then emanates in all directions as thousands of thick, shimmering golden beams trace perfect arcs through the air, forming a vast, symmetrical sphere, like a giant golden chrysanthemum in full bloom, its petals tucked away in amber embers. The entire frame is completely illuminated by this sudden burst of light, its golden glow casting a warm halo over the pure black background and leaving behind a fleeting plume of gray smoke at the center of the explosion. As the camera continues to rotate, the viewer is afforded a panoramic view of these golden sparks reaching their climax before steadily and deliberately descending like golden raindrops, eventually fading and disappearing from view. This breathtaking, monumental, yet fleeting visual spectacle is imbued with festive joy and awe.", + "seed": 6557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_6/index_2362_seed_6557_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06519907801412046, + "vlm_logprob": -0.06519907801412046, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.06519907801412046, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05221927538514137 + ], + "opposite_logprob_tokens": [ + -3.0522193908691406 + ], + "logprob_reward": -0.05221927538514137, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05221927538514137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0698172003030777, + 0.0272526778280735, + 0.04616181552410126, + 0.3423317074775696, + 0.019439037889242172, + 0.29564595222473145, + 0.031230295076966286, + 0.041063226759433746, + 0.0812332034111023, + 0.04582490026950836 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.05221927538514137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00221804971806705 + ], + "opposite_logprob_tokens": [ + -6.127218246459961 + ], + "logprob_reward": -0.00221804971806705, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00221804971806705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07005943357944489, + 0.04229646921157837, + 0.02801462821662426, + 0.5748847126960754, + 0.01677934266626835, + 0.09706015139818192, + 0.03713467717170715, + 0.06989949941635132, + 0.02539750374853611, + 0.03847360983490944 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.00221804971806705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867510497570038 + ], + "opposite_logprob_tokens": [ + -3.048675060272217 + ], + "logprob_reward": -0.04867510497570038, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867510497570038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0777011290192604, + 0.09594419598579407, + 0.026790251955389977, + 0.3419533967971802, + 0.028748247772455215, + 0.15443143248558044, + 0.06842916458845139, + 0.055883266031742096, + 0.08393705636262894, + 0.06618183106184006 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.04867510497570038 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305883124470711 + ], + "opposite_logprob_tokens": [ + -3.1680588722229004 + ], + "logprob_reward": -0.04305883124470711, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305883124470711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05450361967086792, + 0.01720273494720459, + 0.012876089662313461, + 0.40273159742355347, + 0.022398659959435463, + 0.09715278446674347, + 0.07241025567054749, + 0.05717043951153755, + 0.0540258027613163, + 0.20952796936035156 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.04305883124470711 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798241287469864 + ], + "opposite_logprob_tokens": [ + -1.8048241138458252 + ], + "logprob_reward": -0.1798241287469864, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798241287469864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1785510778427124, + 0.12599849700927734, + 0.020977307111024857, + 0.05420234799385071, + 0.0332353450357914, + 0.10798405110836029, + 0.07913127541542053, + 0.0569196417927742, + 0.24053481221199036, + 0.10246562957763672 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.1798241287469864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow and graceful upward rotation captures the magnificent moment when a massive golden firework suddenly explodes against the velvety darkness of the night. At the heart of the explosion is a brief, incandescent point of white light, which then emanates in all directions as thousands of thick, shimmering golden beams trace perfect arcs through the air, forming a vast, symmetrical sphere, like a giant golden chrysanthemum in full bloom, its petals tucked away in amber embers. The entire frame is completely illuminated by this sudden burst of light, its golden glow casting a warm halo over the pure black background and leaving behind a fleeting plume of gray smoke at the center of the explosion. As the camera continues to rotate, the viewer is afforded a panoramic view of these golden sparks reaching their climax before steadily and deliberately descending like golden raindrops, eventually fading and disappearing from view. This breathtaking, monumental, yet fleeting visual spectacle is imbued with festive joy and awe.", + "seed": 6558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_6/index_2362_seed_6558_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10831247656606138, + "vlm_logprob": -0.10831247656606138, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.10831247656606138, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.255256712436676 + ], + "opposite_logprob_tokens": [ + -1.5052566528320312 + ], + "logprob_reward": -0.255256712436676, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.255256712436676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11022493243217468, + 0.04366486892104149, + 0.1595662534236908, + 0.0453864149749279, + 0.07115335017442703, + 0.036786679178476334, + 0.11042504757642746, + 0.052856240421533585, + 0.10223773866891861, + 0.2676984965801239 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.255256712436676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032184727024286985 + ], + "opposite_logprob_tokens": [ + -5.753218650817871 + ], + "logprob_reward": -0.0032184727024286985, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032184727024286985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2648281455039978, + 0.04699072986841202, + 0.08876674622297287, + 0.047376684844493866, + 0.03167352452874184, + 0.07076335698366165, + 0.03913339599967003, + 0.17888374626636505, + 0.09753824770450592, + 0.13404536247253418 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0032184727024286985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907904475927353 + ], + "opposite_logprob_tokens": [ + -2.4640791416168213 + ], + "logprob_reward": -0.08907904475927353, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907904475927353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3604729175567627, + 0.08671334385871887, + 0.13450098037719727, + 0.03794362396001816, + 0.038416314870119095, + 0.03112238273024559, + 0.028366565704345703, + 0.047033607959747314, + 0.15594184398651123, + 0.07948841154575348 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.08907904475927353 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337035171687603 + ], + "opposite_logprob_tokens": [ + -3.408703565597534 + ], + "logprob_reward": -0.0337035171687603, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337035171687603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25692230463027954, + 0.05204068496823311, + 0.06806415319442749, + 0.034600816667079926, + 0.07480777055025101, + 0.04929997771978378, + 0.073567233979702, + 0.07010700553655624, + 0.17894205451011658, + 0.14164800941944122 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0337035171687603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow and graceful upward rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive golden firework explode into thousands of thick, shimmering golden beams forming a symmetrical sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black with a warm golden halo illuminating the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do golden sparks descend like golden raindrops after reaching their climax?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a fleeting plume of gray smoke visible at the center of the explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16030463576316833 + ], + "opposite_logprob_tokens": [ + -1.9103046655654907 + ], + "logprob_reward": -0.16030463576316833, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16030463576316833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31839868426322937, + 0.04206297919154167, + 0.0724167674779892, + 0.0536779910326004, + 0.03713023290038109, + 0.1370096653699875, + 0.04272792115807533, + 0.1490248590707779, + 0.07900112867355347, + 0.068549744784832 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.16030463576316833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_7/index_tensor([6447, 6447])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_7/index_tensor([6447, 6447])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ae687d544698d63515a6c3bc538499c920987f6f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_7/index_tensor([6447, 6447])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "surreal, static, extreme macro shot focuses on a perfect, pale, alabaster surface that fills the frame, illuminated by a single, stark light source from one side, depicting the scene in dramatic black and white contrast. The smooth perfection is suddenly disrupted, as tightly curled spirals of glossy black hair begin to pierce the surface, sprouting upward at an unnatural, accelerating pace. These strands, initially resembling compact watch springs, rapidly and gracefully unfurl in a mesmerizing time-lapse motion, their black, rigid tendrils expanding like the fronds of a rapidly growing fern. The high-contrast, minimalist black palette on a pale off-white plane, combined with the unlikely biological occurrence, creates a deeply hypnotic and unsettling atmosphere, capturing a beautiful and strange moment of creation.", + "seed": 18985, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_7/index_6447_seed_18985_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.045462930016219615, + "vlm_logprob": -0.045462930016219615, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.045462930016219615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04775075614452362 + ], + "opposite_logprob_tokens": [ + -3.29775071144104 + ], + "logprob_reward": -0.04775075614452362, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04775075614452362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26775726675987244, + 0.3014761209487915, + 0.14478382468223572, + 0.08451094478368759, + 0.0756869688630104, + 0.02886265702545643, + 0.038414016366004944, + 0.020744111388921738, + 0.016724998131394386, + 0.021039145067334175 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.04775075614452362 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11306777596473694 + ], + "opposite_logprob_tokens": [ + -2.238067865371704 + ], + "logprob_reward": -0.11306777596473694, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11306777596473694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27400821447372437, + 0.2876591086387634, + 0.12891677021980286, + 0.03395356237888336, + 0.024210171774029732, + 0.08845208585262299, + 0.05597115308046341, + 0.03714961186051369, + 0.022401530295610428, + 0.047277744859457016 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.11306777596473694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005274428054690361 + ], + "opposite_logprob_tokens": [ + -5.255274295806885 + ], + "logprob_reward": -0.005274428054690361, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005274428054690361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23925159871578217, + 0.26410967111587524, + 0.11877638846635818, + 0.052390165627002716, + 0.03738861531019211, + 0.05770258978009224, + 0.07357648760080338, + 0.05182066932320595, + 0.06336801499128342, + 0.04161585122346878 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005274428054690361 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255748514086008 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.01255748514086008, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255748514086008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11348243057727814, + 0.23228168487548828, + 0.147662952542305, + 0.11125212907791138, + 0.04473407566547394, + 0.08075733482837677, + 0.08361712098121643, + 0.05214683711528778, + 0.08309514075517654, + 0.05097030848264694 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01255748514086008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866420477628708 + ], + "opposite_logprob_tokens": [ + -3.048664093017578 + ], + "logprob_reward": -0.04866420477628708, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866420477628708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2865086793899536, + 0.15231309831142426, + 0.10275093466043472, + 0.0710996612906456, + 0.10076547414064407, + 0.06634902209043503, + 0.05095820128917694, + 0.051339782774448395, + 0.07431443780660629, + 0.043600715696811676 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04866420477628708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal, static, extreme macro shot focuses on a perfect, pale, alabaster surface that fills the frame, illuminated by a single, stark light source from one side, depicting the scene in dramatic black and white contrast. The smooth perfection is suddenly disrupted, as tightly curled spirals of glossy black hair begin to pierce the surface, sprouting upward at an unnatural, accelerating pace. These strands, initially resembling compact watch springs, rapidly and gracefully unfurl in a mesmerizing time-lapse motion, their black, rigid tendrils expanding like the fronds of a rapidly growing fern. The high-contrast, minimalist black palette on a pale off-white plane, combined with the unlikely biological occurrence, creates a deeply hypnotic and unsettling atmosphere, capturing a beautiful and strange moment of creation.", + "seed": 18986, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_7/index_6447_seed_18986_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.050626723049208525, + "vlm_logprob": -0.050626723049208525, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.050626723049208525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1500144600868225 + ], + "opposite_logprob_tokens": [ + -2.0250144004821777 + ], + "logprob_reward": -0.1500144600868225, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1500144600868225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09143838286399841, + 0.041141197085380554, + 0.21642833948135376, + 0.0505283959209919, + 0.08044811338186264, + 0.06502944976091385, + 0.09900577366352081, + 0.05249251052737236, + 0.17310300469398499, + 0.13038477301597595 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.1500144600868225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07015173882246017 + ], + "opposite_logprob_tokens": [ + -2.6951518058776855 + ], + "logprob_reward": -0.07015173882246017, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07015173882246017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060745030641555786, + 0.07394007593393326, + 0.4933830201625824, + 0.025295820087194443, + 0.04473689943552017, + 0.023760028183460236, + 0.1444682627916336, + 0.039570920169353485, + 0.0538020059466362, + 0.0402979850769043 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.07015173882246017 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025010991375893354 + ], + "opposite_logprob_tokens": [ + -6.002501010894775 + ], + "logprob_reward": -0.0025010991375893354, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025010991375893354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07106473296880722, + 0.033184345811605453, + 0.070175401866436, + 0.03852419927716255, + 0.08079805970191956, + 0.04305959492921829, + 0.08890896290540695, + 0.05631434544920921, + 0.17781174182891846, + 0.3401585519313812 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.0025010991375893354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004106304608285427 + ], + "opposite_logprob_tokens": [ + -5.504106521606445 + ], + "logprob_reward": -0.004106304608285427, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004106304608285427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04012531414628029, + 0.029076967388391495, + 0.09802020341157913, + 0.024103065952658653, + 0.07201480865478516, + 0.07230789959430695, + 0.06469348818063736, + 0.12028338015079498, + 0.37179121375083923, + 0.1075836792588234 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.004106304608285427 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360012590885162 + ], + "opposite_logprob_tokens": [ + -3.651360034942627 + ], + "logprob_reward": -0.026360012590885162, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360012590885162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05413801595568657, + 0.07818185538053513, + 0.2181478589773178, + 0.02686120569705963, + 0.03636452183127403, + 0.06349069625139236, + 0.1991894543170929, + 0.07222331315279007, + 0.03811603784561157, + 0.21328701078891754 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.026360012590885162 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal, static, extreme macro shot focuses on a perfect, pale, alabaster surface that fills the frame, illuminated by a single, stark light source from one side, depicting the scene in dramatic black and white contrast. The smooth perfection is suddenly disrupted, as tightly curled spirals of glossy black hair begin to pierce the surface, sprouting upward at an unnatural, accelerating pace. These strands, initially resembling compact watch springs, rapidly and gracefully unfurl in a mesmerizing time-lapse motion, their black, rigid tendrils expanding like the fronds of a rapidly growing fern. The high-contrast, minimalist black palette on a pale off-white plane, combined with the unlikely biological occurrence, creates a deeply hypnotic and unsettling atmosphere, capturing a beautiful and strange moment of creation.", + "seed": 18987, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_7/index_6447_seed_18987_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10223584990017116, + "vlm_logprob": -0.10223584990017116, + "vlm_yes_no_margin": 3.849999952316284, + "vlm_token_credit": -0.10223584990017116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.45524346828460693 + ], + "opposite_logprob_tokens": [ + -1.080243468284607 + ], + "logprob_reward": -0.45524346828460693, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.45524346828460693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17776349186897278, + 0.2716551423072815, + 0.16974948346614838, + 0.044345639646053314, + 0.041243527084589005, + 0.12466536462306976, + 0.07616613060235977, + 0.032621148973703384, + 0.021403612568974495, + 0.04038643836975098 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.45524346828460693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029885446652770042 + ], + "opposite_logprob_tokens": [ + -3.5298855304718018 + ], + "logprob_reward": -0.029885446652770042, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029885446652770042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08834973722696304, + 0.6225025653839111, + 0.11560113728046417, + 0.026215683668851852, + 0.023581961169838905, + 0.05404327064752579, + 0.016405539587140083, + 0.02528160810470581, + 0.014569533057510853, + 0.01344894990324974 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.029885446652770042 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653457552194595 + ], + "opposite_logprob_tokens": [ + -5.379653453826904 + ], + "logprob_reward": -0.004653457552194595, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653457552194595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1616528481245041, + 0.2030983865261078, + 0.09850757569074631, + 0.02915984019637108, + 0.028788108378648758, + 0.2266896516084671, + 0.05757327005267143, + 0.04870280623435974, + 0.07727371901273727, + 0.06855377554893494 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.004653457552194595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032025498803704977 + ], + "opposite_logprob_tokens": [ + -5.753202438354492 + ], + "logprob_reward": -0.0032025498803704977, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032025498803704977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0519096702337265, + 0.27716463804244995, + 0.08406052738428116, + 0.03847798705101013, + 0.05387723073363304, + 0.21562372148036957, + 0.09190542250871658, + 0.06910566985607147, + 0.07399207353591919, + 0.04388313740491867 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.0032025498803704977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194327130913734 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.018194327130913734, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018194327130913734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1946077048778534, + 0.3135935962200165, + 0.07501418888568878, + 0.056520089507102966, + 0.032531846314668655, + 0.07929010689258575, + 0.04904988780617714, + 0.11383553594350815, + 0.05669723078608513, + 0.02885979413986206 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.018194327130913734 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal, static, extreme macro shot focuses on a perfect, pale, alabaster surface that fills the frame, illuminated by a single, stark light source from one side, depicting the scene in dramatic black and white contrast. The smooth perfection is suddenly disrupted, as tightly curled spirals of glossy black hair begin to pierce the surface, sprouting upward at an unnatural, accelerating pace. These strands, initially resembling compact watch springs, rapidly and gracefully unfurl in a mesmerizing time-lapse motion, their black, rigid tendrils expanding like the fronds of a rapidly growing fern. The high-contrast, minimalist black palette on a pale off-white plane, combined with the unlikely biological occurrence, creates a deeply hypnotic and unsettling atmosphere, capturing a beautiful and strange moment of creation.", + "seed": 18988, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_7/index_6447_seed_18988_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.033675783406943084, + "vlm_logprob": -0.033675783406943084, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.033675783406943084, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12861847877502441 + ], + "opposite_logprob_tokens": [ + -2.3786184787750244 + ], + "logprob_reward": -0.12861847877502441, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.12861847877502441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19201140105724335, + 0.06284886598587036, + 0.045507658272981644, + 0.047574304044246674, + 0.03447852283716202, + 0.08488086611032486, + 0.09257449209690094, + 0.0894668772816658, + 0.0411720909178257, + 0.30948495864868164 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.12861847877502441 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026404015719890594 + ], + "opposite_logprob_tokens": [ + -3.6514039039611816 + ], + "logprob_reward": -0.026404015719890594, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026404015719890594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08159146457910538, + 0.24618221819400787, + 0.07337271422147751, + 0.11111108958721161, + 0.029878592118620872, + 0.022783175110816956, + 0.13697776198387146, + 0.07087873667478561, + 0.1101156622171402, + 0.11710856854915619 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.026404015719890594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022107940167188644 + ], + "opposite_logprob_tokens": [ + -6.12721061706543 + ], + "logprob_reward": -0.0022107940167188644, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022107940167188644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10863211005926132, + 0.03809962049126625, + 0.07864709943532944, + 0.1103471964597702, + 0.05256517231464386, + 0.03623829409480095, + 0.07763882726430893, + 0.06777424365282059, + 0.13557069003582, + 0.2944867014884949 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.0022107940167188644 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002499315422028303 + ], + "opposite_logprob_tokens": [ + -6.002499103546143 + ], + "logprob_reward": -0.002499315422028303, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002499315422028303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11569187790155411, + 0.041721440851688385, + 0.02937806025147438, + 0.051141105592250824, + 0.03209459409117699, + 0.07764462381601334, + 0.0717705488204956, + 0.12517397105693817, + 0.16636882722377777, + 0.289014995098114 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.002499315422028303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot as a static extreme macro view filling the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a perfect, pale, alabaster surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tightly curled spirals of glossy black hair visible piercing the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the black tendrils unfurl in a time-lapse motion resembling growing fern fronds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image rendered in high-contrast black and white with a single stark light source from one side?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646313101053238 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646313101053238, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646313101053238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2111375480890274, + 0.3264288306236267, + 0.040477290749549866, + 0.05375037342309952, + 0.09216324985027313, + 0.037433475255966187, + 0.061238955706357956, + 0.030555136501789093, + 0.07886885851621628, + 0.06794624775648117 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.008646313101053238 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_8/index_tensor([6529, 6529])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_8/index_tensor([6529, 6529])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d2b56fc2b357075bbd3106bcc0fe264428b99dcb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_8/index_tensor([6529, 6529])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium-sized shot, held at eye level, captures a young woman with long, dark hair, initially seated on a minimalist wooden bench in a brightly lit, modern university commons. She fidgets nervously in an oversized heather-gray hoodie, her body language exuding palpable anxiety. She raises her right hand, nervously brushing it across her cheek, then absently combs her fingers through a lock of hair, her gaze wandering, preoccupied. In the background, another young woman with short, blond hair, wearing a simple yet vibrant royal blue crew-neck shirt, strides directly towards her with steady, purposeful strides. As the girl in blue approaches, the first woman's restlessness abruptly ceases. She raises her head, her gaze locked on the approaching figure, and quickly stands, her posture becoming tense and expectant. The girl in blue pauses in front of her, her expression a blend of gentle concern and determination. As the soft, diffuse light from the large off-screen window illuminates their faces, she partes her lips and begins to speak, creating a quiet, focused atmosphere filled with unspoken tension and the promise of a crucial conversation.", + "seed": 6735, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_8/index_6529_seed_6735_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04343650150112808, + "vlm_logprob": -0.04343650150112808, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04343650150112808, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03230341523885727 + ], + "opposite_logprob_tokens": [ + -3.5323033332824707 + ], + "logprob_reward": -0.03230341523885727, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03230341523885727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1531282365322113, + 0.13446860015392303, + 0.10612713545560837, + 0.10134399682283401, + 0.1204155832529068, + 0.08483637869358063, + 0.12128523737192154, + 0.05151459202170372, + 0.05497633293271065, + 0.07190395146608353 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.03230341523885727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05503316596150398 + ], + "opposite_logprob_tokens": [ + -2.9300332069396973 + ], + "logprob_reward": -0.05503316596150398, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05503316596150398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15597489476203918, + 0.11484146863222122, + 0.06419245898723602, + 0.08050262928009033, + 0.046507641673088074, + 0.049399442970752716, + 0.13563643395900726, + 0.05067696422338486, + 0.1246466413140297, + 0.17762142419815063 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.05503316596150398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031985098030418158 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031985098030418158, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031985098030418158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09129471331834793, + 0.09476953744888306, + 0.08169270306825638, + 0.14758819341659546, + 0.07103017717599869, + 0.03921317681670189, + 0.2135014832019806, + 0.16324344277381897, + 0.042331453412771225, + 0.05533500388264656 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.0031985098030418158 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345614343881607 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.026345614343881607, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345614343881607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11124858260154724, + 0.10275377333164215, + 0.07975571602582932, + 0.09106766432523727, + 0.04933962598443031, + 0.05128975957632065, + 0.19129620492458344, + 0.08715438842773438, + 0.046081848442554474, + 0.1900123953819275 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.026345614343881607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030180215835571 + ], + "opposite_logprob_tokens": [ + -2.350301742553711 + ], + "logprob_reward": -0.10030180215835571, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030180215835571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25741249322891235, + 0.03904809057712555, + 0.08867139369249344, + 0.07978901267051697, + 0.05291810631752014, + 0.026917714625597, + 0.1256900578737259, + 0.024002740159630775, + 0.03992698714137077, + 0.26562339067459106 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.10030180215835571 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-sized shot, held at eye level, captures a young woman with long, dark hair, initially seated on a minimalist wooden bench in a brightly lit, modern university commons. She fidgets nervously in an oversized heather-gray hoodie, her body language exuding palpable anxiety. She raises her right hand, nervously brushing it across her cheek, then absently combs her fingers through a lock of hair, her gaze wandering, preoccupied. In the background, another young woman with short, blond hair, wearing a simple yet vibrant royal blue crew-neck shirt, strides directly towards her with steady, purposeful strides. As the girl in blue approaches, the first woman's restlessness abruptly ceases. She raises her head, her gaze locked on the approaching figure, and quickly stands, her posture becoming tense and expectant. The girl in blue pauses in front of her, her expression a blend of gentle concern and determination. As the soft, diffuse light from the large off-screen window illuminates their faces, she partes her lips and begins to speak, creating a quiet, focused atmosphere filled with unspoken tension and the promise of a crucial conversation.", + "seed": 6736, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_8/index_6529_seed_6736_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05242408160120249, + "vlm_logprob": -0.05242408160120249, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.05242408160120249, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025237547233700752 + ], + "opposite_logprob_tokens": [ + -3.775237560272217 + ], + "logprob_reward": -0.025237547233700752, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025237547233700752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1932632327079773, + 0.0847090557217598, + 0.20372846722602844, + 0.048676613718271255, + 0.07799501717090607, + 0.15396270155906677, + 0.036049734801054, + 0.03696812316775322, + 0.03263461962342262, + 0.13201238214969635 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.025237547233700752 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0621110238134861 + ], + "opposite_logprob_tokens": [ + -2.8121111392974854 + ], + "logprob_reward": -0.0621110238134861, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0621110238134861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15020963549613953, + 0.07714034616947174, + 0.11454197019338608, + 0.05606747418642044, + 0.43651270866394043, + 0.032735712826251984, + 0.03591696172952652, + 0.023721937090158463, + 0.024563327431678772, + 0.048589907586574554 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0621110238134861 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022019920870661736 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022019920870661736, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022019920870661736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08061767369508743, + 0.11688689887523651, + 0.1803441196680069, + 0.029375528916716576, + 0.22515754401683807, + 0.24277186393737793, + 0.024439973756670952, + 0.02267215959727764, + 0.03892401233315468, + 0.03881019726395607 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.0022019920870661736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979450300335884 + ], + "opposite_logprob_tokens": [ + -3.529794454574585 + ], + "logprob_reward": -0.02979450300335884, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979450300335884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20135317742824554, + 0.11727027595043182, + 0.14714723825454712, + 0.0337773822247982, + 0.04677113890647888, + 0.18262352049350739, + 0.040343571454286575, + 0.01769869029521942, + 0.026953093707561493, + 0.18606185913085938 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.02979450300335884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277534186840057 + ], + "opposite_logprob_tokens": [ + -2.017775297164917 + ], + "logprob_reward": -0.14277534186840057, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14277534186840057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10334331542253494, + 0.06114192679524422, + 0.17729315161705017, + 0.06929151713848114, + 0.14686280488967896, + 0.08259840309619904, + 0.11605913192033768, + 0.05509090796113014, + 0.1406002789735794, + 0.047718603163957596 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.14277534186840057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-sized shot, held at eye level, captures a young woman with long, dark hair, initially seated on a minimalist wooden bench in a brightly lit, modern university commons. She fidgets nervously in an oversized heather-gray hoodie, her body language exuding palpable anxiety. She raises her right hand, nervously brushing it across her cheek, then absently combs her fingers through a lock of hair, her gaze wandering, preoccupied. In the background, another young woman with short, blond hair, wearing a simple yet vibrant royal blue crew-neck shirt, strides directly towards her with steady, purposeful strides. As the girl in blue approaches, the first woman's restlessness abruptly ceases. She raises her head, her gaze locked on the approaching figure, and quickly stands, her posture becoming tense and expectant. The girl in blue pauses in front of her, her expression a blend of gentle concern and determination. As the soft, diffuse light from the large off-screen window illuminates their faces, she partes her lips and begins to speak, creating a quiet, focused atmosphere filled with unspoken tension and the promise of a crucial conversation.", + "seed": 6737, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_8/index_6529_seed_6737_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02547146170400083, + "vlm_logprob": -0.02547146170400083, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.02547146170400083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01242974866181612 + ], + "opposite_logprob_tokens": [ + -4.512429714202881 + ], + "logprob_reward": -0.01242974866181612, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01242974866181612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2103159874677658, + 0.03891719877719879, + 0.15241029858589172, + 0.05915939435362816, + 0.1213933676481247, + 0.06326065957546234, + 0.06177929416298866, + 0.17636924982070923, + 0.06112793833017349, + 0.0552666038274765 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.01242974866181612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828520491719246 + ], + "opposite_logprob_tokens": [ + -3.5298285484313965 + ], + "logprob_reward": -0.029828520491719246, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828520491719246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15817898511886597, + 0.04736807569861412, + 0.21626557409763336, + 0.03162069618701935, + 0.05918601527810097, + 0.028657298535108566, + 0.05114619433879852, + 0.3096570074558258, + 0.04269345477223396, + 0.05522672459483147 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.029828520491719246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249182409606874 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.00249182409606874, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249182409606874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11757143586874008, + 0.04065866768360138, + 0.2448211908340454, + 0.06544174998998642, + 0.0719066858291626, + 0.06773190200328827, + 0.09208817780017853, + 0.19996444880962372, + 0.04752941057085991, + 0.05228636413812637 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.00249182409606874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577752962708473 + ], + "opposite_logprob_tokens": [ + -3.8955776691436768 + ], + "logprob_reward": -0.020577752962708473, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577752962708473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2523230314254761, + 0.02348540537059307, + 0.3138866722583771, + 0.023191481828689575, + 0.04584738239645958, + 0.0320853516459465, + 0.2182198017835617, + 0.05075512453913689, + 0.013153155334293842, + 0.02705267257988453 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.020577752962708473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062029462307691574 + ], + "opposite_logprob_tokens": [ + -2.8120293617248535 + ], + "logprob_reward": -0.062029462307691574, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062029462307691574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10945294797420502, + 0.0546925812959671, + 0.18068870902061462, + 0.05608469247817993, + 0.053852181881666183, + 0.14066407084465027, + 0.23823605477809906, + 0.09129499644041061, + 0.028806664049625397, + 0.04622701182961464 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.062029462307691574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-sized shot, held at eye level, captures a young woman with long, dark hair, initially seated on a minimalist wooden bench in a brightly lit, modern university commons. She fidgets nervously in an oversized heather-gray hoodie, her body language exuding palpable anxiety. She raises her right hand, nervously brushing it across her cheek, then absently combs her fingers through a lock of hair, her gaze wandering, preoccupied. In the background, another young woman with short, blond hair, wearing a simple yet vibrant royal blue crew-neck shirt, strides directly towards her with steady, purposeful strides. As the girl in blue approaches, the first woman's restlessness abruptly ceases. She raises her head, her gaze locked on the approaching figure, and quickly stands, her posture becoming tense and expectant. The girl in blue pauses in front of her, her expression a blend of gentle concern and determination. As the soft, diffuse light from the large off-screen window illuminates their faces, she partes her lips and begins to speak, creating a quiet, focused atmosphere filled with unspoken tension and the promise of a crucial conversation.", + "seed": 6738, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_8/index_6529_seed_6738_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03324425178579986, + "vlm_logprob": -0.03324425178579986, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03324425178579986, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023439817130565643 + ], + "opposite_logprob_tokens": [ + -3.898439884185791 + ], + "logprob_reward": -0.023439817130565643, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023439817130565643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2939281761646271, + 0.1284589171409607, + 0.03477637842297554, + 0.07627157121896744, + 0.08413796126842499, + 0.12979689240455627, + 0.1292387843132019, + 0.037667274475097656, + 0.04863154515624046, + 0.03709246218204498 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023439817130565643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04873323813080788 + ], + "opposite_logprob_tokens": [ + -3.0487332344055176 + ], + "logprob_reward": -0.04873323813080788, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04873323813080788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4567745327949524, + 0.07744278013706207, + 0.2084570676088333, + 0.03342156857252121, + 0.034062448889017105, + 0.049666959792375565, + 0.055923283100128174, + 0.04691966250538826, + 0.021929770708084106, + 0.015401897020637989 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04873323813080788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022033003624528646 + ], + "opposite_logprob_tokens": [ + -6.127203464508057 + ], + "logprob_reward": -0.0022033003624528646, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022033003624528646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30907168984413147, + 0.14194931089878082, + 0.036304108798503876, + 0.038030385971069336, + 0.06521326303482056, + 0.08295116573572159, + 0.17145371437072754, + 0.05103341490030289, + 0.07263358682394028, + 0.031359363347291946 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0022033003624528646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801098629832268 + ], + "opposite_logprob_tokens": [ + -3.5298011302948 + ], + "logprob_reward": -0.029801098629832268, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801098629832268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20821663737297058, + 0.1857224553823471, + 0.046821318566799164, + 0.038884326815605164, + 0.04190395772457123, + 0.11870181560516357, + 0.2571141719818115, + 0.03199555724859238, + 0.03510035201907158, + 0.035539429634809494 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.029801098629832268 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long, dark hair wearing an oversized heather-gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit, modern university commons featuring a minimalist wooden bench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a second young woman with short, blond hair wearing a royal blue crew-neck shirt approaching the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the main subject transition from sitting and fidgeting to standing up with a tense posture as the second woman approaches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, held at eye level, and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204380467534065 + ], + "opposite_logprob_tokens": [ + -2.8120439052581787 + ], + "logprob_reward": -0.06204380467534065, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204380467534065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.386603444814682, + 0.27148813009262085, + 0.05827945098280907, + 0.048160020262002945, + 0.07659370452165604, + 0.04091505706310272, + 0.0252132099121809, + 0.04272165521979332, + 0.028910530731081963, + 0.021114839240908623 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.06204380467534065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_9/index_tensor([6269, 6269])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_9/index_tensor([6269, 6269])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..05649004c28af65d0fc5b2d38177f5984dfb7ed1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_9/index_tensor([6269, 6269])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic shot begins at the base of a thick, swirling mass of clouds, moving vertically upward from a powerful, overhead perspective. These clouds are not static, but rather, drawn by an invisible force, coalescing into a vast, slowly rotating vortex of energy. As the camera ascends, at the vortex's center, a mass of dense black energy rapidly condenses and diffuses, like ink smudges on rice paper. Its edges blur, like the natural spread of ink on rice paper, gradually outlining a clear and solemn silhouette of the Chinese character \"吕\". Then, as the camera nears the top of the clouds, this ink-wash form of the character \"吕\" begins a striking reconfiguration, its soft brushstrokes instantly contracting and hardening, transforming into a vast, translucent prism composed of countless geometric facets, its texture shimmering and translucent. Just as the camera completely rose above the sea of clouds, brilliant and dazzling sunlight instantly filled the entire screen. When the dazzling sunlight penetrated the huge prism \"Lu\", the light was refracted and decomposed by its complex crystal structure, projecting countless moving, flickering, colorful geometric light spots on the vast, cotton-like surface of the sea of clouds below, forming a dreamy dance of light and shadow. The whole scene was filled with a grand, mysterious and sacred atmosphere.", + "seed": 29245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_9/index_6269_seed_29245_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10344614461064339, + "vlm_logprob": -0.10344614461064339, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.10344614461064339, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11404038965702057 + ], + "opposite_logprob_tokens": [ + -2.2390403747558594 + ], + "logprob_reward": -0.11404038965702057, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11404038965702057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15960215032100677, + 0.08913100510835648, + 0.05970342084765434, + 0.09918580949306488, + 0.031154021620750427, + 0.03987877070903778, + 0.12338386476039886, + 0.2137109786272049, + 0.09380890429019928, + 0.09044108539819717 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.11404038965702057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298824846744537 + ], + "opposite_logprob_tokens": [ + -2.237988233566284 + ], + "logprob_reward": -0.11298824846744537, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298824846744537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10664451122283936, + 0.44230523705482483, + 0.05052962899208069, + 0.056624192744493484, + 0.028964443132281303, + 0.03607815504074097, + 0.03589852154254913, + 0.06015419587492943, + 0.10144853591918945, + 0.08135255426168442 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.11298824846744537 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015693634748459 + ], + "opposite_logprob_tokens": [ + -1.7015693187713623 + ], + "logprob_reward": -0.2015693634748459, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015693634748459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21684111654758453, + 0.31085604429244995, + 0.06382275372743607, + 0.16106610000133514, + 0.02438521943986416, + 0.020013056695461273, + 0.04980998486280441, + 0.062230031937360764, + 0.04609273001551628, + 0.044883016496896744 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.2015693634748459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493658035993576 + ], + "opposite_logprob_tokens": [ + -2.929936647415161 + ], + "logprob_reward": -0.05493658035993576, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493658035993576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10405775159597397, + 0.13968949019908905, + 0.0524078831076622, + 0.06646902859210968, + 0.026596445590257645, + 0.021449856460094452, + 0.05849090591073036, + 0.10104995220899582, + 0.20234178006649017, + 0.22744692862033844 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.05493658035993576 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033696141093969345 + ], + "opposite_logprob_tokens": [ + -3.408696174621582 + ], + "logprob_reward": -0.033696141093969345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033696141093969345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08260137587785721, + 0.06182776764035225, + 0.04103272408246994, + 0.040311072021722794, + 0.04323497787117958, + 0.018694497644901276, + 0.09171107411384583, + 0.08318866789340973, + 0.24519862234592438, + 0.2921992242336273 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.033696141093969345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot begins at the base of a thick, swirling mass of clouds, moving vertically upward from a powerful, overhead perspective. These clouds are not static, but rather, drawn by an invisible force, coalescing into a vast, slowly rotating vortex of energy. As the camera ascends, at the vortex's center, a mass of dense black energy rapidly condenses and diffuses, like ink smudges on rice paper. Its edges blur, like the natural spread of ink on rice paper, gradually outlining a clear and solemn silhouette of the Chinese character \"吕\". Then, as the camera nears the top of the clouds, this ink-wash form of the character \"吕\" begins a striking reconfiguration, its soft brushstrokes instantly contracting and hardening, transforming into a vast, translucent prism composed of countless geometric facets, its texture shimmering and translucent. Just as the camera completely rose above the sea of clouds, brilliant and dazzling sunlight instantly filled the entire screen. When the dazzling sunlight penetrated the huge prism \"Lu\", the light was refracted and decomposed by its complex crystal structure, projecting countless moving, flickering, colorful geometric light spots on the vast, cotton-like surface of the sea of clouds below, forming a dreamy dance of light and shadow. The whole scene was filled with a grand, mysterious and sacred atmosphere.", + "seed": 29246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_9/index_6269_seed_29246_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03809772310778499, + "vlm_logprob": -0.03809772310778499, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03809772310778499, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04550978168845177 + ], + "opposite_logprob_tokens": [ + -3.1705098152160645 + ], + "logprob_reward": -0.04550978168845177, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04550978168845177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10787145793437958, + 0.07304895669221878, + 0.07194960117340088, + 0.06952302157878876, + 0.33849838376045227, + 0.03645927831530571, + 0.053681448101997375, + 0.06808792054653168, + 0.1230299174785614, + 0.057850003242492676 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.04550978168845177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038154102861881256 + ], + "opposite_logprob_tokens": [ + -3.288154125213623 + ], + "logprob_reward": -0.038154102861881256, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038154102861881256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08867550641298294, + 0.2018156498670578, + 0.08193688094615936, + 0.07534848898649216, + 0.09100349992513657, + 0.022194452583789825, + 0.055626045912504196, + 0.06478297710418701, + 0.24997515976428986, + 0.0686413049697876 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.038154102861881256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904065936803818 + ], + "opposite_logprob_tokens": [ + -2.464040756225586 + ], + "logprob_reward": -0.08904065936803818, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904065936803818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09089536219835281, + 0.41214531660079956, + 0.029027117416262627, + 0.06715328246355057, + 0.060107309371232986, + 0.030161941424012184, + 0.0656891018152237, + 0.04517488181591034, + 0.138170525431633, + 0.06147514656186104 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.08904065936803818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532292865216732 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532292865216732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532292865216732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06544331461191177, + 0.10593020915985107, + 0.04488293081521988, + 0.10232660174369812, + 0.05116928741335869, + 0.03355063870549202, + 0.06340419501066208, + 0.15684308111667633, + 0.30450889468193054, + 0.07194087654352188 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.012532292865216732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251778755337 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251778755337, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251778755337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09155824780464172, + 0.0805327296257019, + 0.06406833976507187, + 0.05553772673010826, + 0.017444884404540062, + 0.022085415199398994, + 0.055880557745695114, + 0.03648298978805542, + 0.3990243375301361, + 0.17738477885723114 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.005251778755337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot begins at the base of a thick, swirling mass of clouds, moving vertically upward from a powerful, overhead perspective. These clouds are not static, but rather, drawn by an invisible force, coalescing into a vast, slowly rotating vortex of energy. As the camera ascends, at the vortex's center, a mass of dense black energy rapidly condenses and diffuses, like ink smudges on rice paper. Its edges blur, like the natural spread of ink on rice paper, gradually outlining a clear and solemn silhouette of the Chinese character \"吕\". Then, as the camera nears the top of the clouds, this ink-wash form of the character \"吕\" begins a striking reconfiguration, its soft brushstrokes instantly contracting and hardening, transforming into a vast, translucent prism composed of countless geometric facets, its texture shimmering and translucent. Just as the camera completely rose above the sea of clouds, brilliant and dazzling sunlight instantly filled the entire screen. When the dazzling sunlight penetrated the huge prism \"Lu\", the light was refracted and decomposed by its complex crystal structure, projecting countless moving, flickering, colorful geometric light spots on the vast, cotton-like surface of the sea of clouds below, forming a dreamy dance of light and shadow. The whole scene was filled with a grand, mysterious and sacred atmosphere.", + "seed": 29247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_9/index_6269_seed_29247_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04319819081574679, + "vlm_logprob": -0.04319819081574679, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.04319819081574679, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06370573490858078 + ], + "opposite_logprob_tokens": [ + -2.8137056827545166 + ], + "logprob_reward": -0.06370573490858078, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06370573490858078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1791788935661316, + 0.23643700778484344, + 0.07588451355695724, + 0.10458490997552872, + 0.0747395008802414, + 0.08868229389190674, + 0.04074911028146744, + 0.05121860280632973, + 0.09187394380569458, + 0.05665129795670509 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.06370573490858078 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11301049590110779 + ], + "opposite_logprob_tokens": [ + -2.2380104064941406 + ], + "logprob_reward": -0.11301049590110779, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11301049590110779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31067460775375366, + 0.11943978816270828, + 0.06051930785179138, + 0.047621361911296844, + 0.09240644425153732, + 0.09027895331382751, + 0.029317112639546394, + 0.11279407888650894, + 0.08018714189529419, + 0.056761205196380615 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.11301049590110779 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254771463572979 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.01254771463572979, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254771463572979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2038833200931549, + 0.08906370401382446, + 0.08279762417078018, + 0.13343696296215057, + 0.13825616240501404, + 0.07011522352695465, + 0.09521960467100143, + 0.08439012616872787, + 0.06388100981712341, + 0.03895627707242966 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.01254771463572979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534411624073982 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.012534411624073982, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534411624073982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20834049582481384, + 0.041208039969205856, + 0.04248753935098648, + 0.05893244594335556, + 0.05518078804016113, + 0.03752072900533676, + 0.055465251207351685, + 0.2822166979312897, + 0.10297925770282745, + 0.11566872149705887 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.012534411624073982 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192597009241581 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192597009241581, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192597009241581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2297467142343521, + 0.03507133200764656, + 0.05105866491794586, + 0.05124249309301376, + 0.08465579897165298, + 0.05950329452753067, + 0.036669280380010605, + 0.22826339304447174, + 0.07761163264513016, + 0.14617739617824554 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.014192597009241581 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot begins at the base of a thick, swirling mass of clouds, moving vertically upward from a powerful, overhead perspective. These clouds are not static, but rather, drawn by an invisible force, coalescing into a vast, slowly rotating vortex of energy. As the camera ascends, at the vortex's center, a mass of dense black energy rapidly condenses and diffuses, like ink smudges on rice paper. Its edges blur, like the natural spread of ink on rice paper, gradually outlining a clear and solemn silhouette of the Chinese character \"吕\". Then, as the camera nears the top of the clouds, this ink-wash form of the character \"吕\" begins a striking reconfiguration, its soft brushstrokes instantly contracting and hardening, transforming into a vast, translucent prism composed of countless geometric facets, its texture shimmering and translucent. Just as the camera completely rose above the sea of clouds, brilliant and dazzling sunlight instantly filled the entire screen. When the dazzling sunlight penetrated the huge prism \"Lu\", the light was refracted and decomposed by its complex crystal structure, projecting countless moving, flickering, colorful geometric light spots on the vast, cotton-like surface of the sea of clouds below, forming a dreamy dance of light and shadow. The whole scene was filled with a grand, mysterious and sacred atmosphere.", + "seed": 29248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000208/group_9/index_6269_seed_29248_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19430123940110205, + "vlm_logprob": -0.19430123940110205, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.19430123940110205, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050143759697675705 + ], + "opposite_logprob_tokens": [ + -3.0501437187194824 + ], + "logprob_reward": -0.050143759697675705, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050143759697675705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.075935497879982, + 0.6655780673027039, + 0.05781635269522667, + 0.014763588085770607, + 0.016456089913845062, + 0.008324628695845604, + 0.025034653022885323, + 0.043444715440273285, + 0.06784259527921677, + 0.024803807958960533 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.050143759697675705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003764197230339 + ], + "opposite_logprob_tokens": [ + -2.3503763675689697 + ], + "logprob_reward": -0.1003764197230339, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003764197230339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2518252730369568, + 0.39404526352882385, + 0.07149937748908997, + 0.021793881431221962, + 0.036769602447748184, + 0.017608273774385452, + 0.038804616779088974, + 0.049878910183906555, + 0.06119115278124809, + 0.05658366158604622 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.1003764197230339 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933627128601074 + ], + "opposite_logprob_tokens": [ + -0.6933627128601074 + ], + "logprob_reward": -0.6933627128601074, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933627128601074, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0564841628074646, + 0.7184656262397766, + 0.019121011719107628, + 0.03518259897828102, + 0.016286548227071762, + 0.02499445341527462, + 0.031140904873609543, + 0.02965773083269596, + 0.030856573954224586, + 0.03781035542488098 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.6933627128601074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896807044744492 + ], + "opposite_logprob_tokens": [ + -2.578968048095703 + ], + "logprob_reward": -0.07896807044744492, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896807044744492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0872122272849083, + 0.31607532501220703, + 0.02548748254776001, + 0.037031881511211395, + 0.024819159880280495, + 0.04826807230710983, + 0.1091063916683197, + 0.09082458913326263, + 0.13708502054214478, + 0.1240898072719574 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.07896807044744492 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin at the base of a thick, swirling mass of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move vertically upward from an overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a mass of dense black energy condense and diffuse into a clear silhouette of the Chinese character '吕'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character '吕' transform into a vast, translucent prism composed of geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with brilliant sunlight refracting through the prism to project colorful geometric light spots on the clouds below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865523427724838 + ], + "opposite_logprob_tokens": [ + -3.0486552715301514 + ], + "logprob_reward": -0.04865523427724838, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865523427724838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11246747523546219, + 0.37189728021621704, + 0.03141805902123451, + 0.027717111632227898, + 0.02088971994817257, + 0.03198423236608505, + 0.06796170026063919, + 0.061630576848983765, + 0.12827923893928528, + 0.1457546055316925 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.04865523427724838 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_0/index_tensor([7128, 7128])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_0/index_tensor([7128, 7128])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ff84b142de5820ebf68cfacc9934deb1f07861f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_0/index_tensor([7128, 7128])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An erratic, handheld shot, modeled after a home video, captures a close-up, level-of-sight shot of a middle-aged Asian man in a dark blue apron, standing in the warm, vibrant atmosphere of his home's kitchen. His short black hair, tinged with gray, radiates pure joy and concentration as he concentrates on cooking. The camera pans and zooms in, following his movements. With a single, deft, and powerful motion, he thrusts the black iron wok forward and then pulls it back, sending a medley of juicy green vegetables and golden meat soaring high into the air. At that moment, a brilliant orange-red flame erupts from the stovetop, leaping violently in front of the camera, practically licking the tumbling food before the ingredients settle back into the wok with a tantalizing sizzle. The flames from the stove are the main dynamic light source in the scene, casting a warm and flickering light, illuminating his cheeks, which are slightly flushed with excitement, and his forehead, which is slightly moistened by the heat. The whole picture is filled with dynamic energy and the happiness of family life in its unstable shaking, presenting a real, intimate and vibrant atmosphere.", + "seed": 21624, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_0/index_7128_seed_21624_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19091083891689778, + "vlm_logprob": -0.19091083891689778, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.19091083891689778, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0272561963647604 + ], + "opposite_logprob_tokens": [ + -3.6522562503814697 + ], + "logprob_reward": -0.0272561963647604, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0272561963647604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2956388294696808, + 0.05379883572459221, + 0.10670913010835648, + 0.05131862312555313, + 0.03595671057701111, + 0.1034783273935318, + 0.1044168472290039, + 0.11442647874355316, + 0.030837515369057655, + 0.10341870784759521 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0272561963647604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033720921725034714 + ], + "opposite_logprob_tokens": [ + -3.4087209701538086 + ], + "logprob_reward": -0.033720921725034714, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033720921725034714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2933054566383362, + 0.053532760590314865, + 0.08909916877746582, + 0.06671188026666641, + 0.033591628074645996, + 0.07109712064266205, + 0.060296691954135895, + 0.1607080101966858, + 0.03530016541481018, + 0.13635708391666412 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.033720921725034714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371112421154976 + ], + "opposite_logprob_tokens": [ + -3.4087111949920654 + ], + "logprob_reward": -0.03371112421154976, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371112421154976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30254065990448, + 0.029504582285881042, + 0.05663159489631653, + 0.062155045568943024, + 0.08964387327432632, + 0.09950646758079529, + 0.10084613412618637, + 0.057766593992710114, + 0.06322675198316574, + 0.13817821443080902 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.03371112421154976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033718038350343704 + ], + "opposite_logprob_tokens": [ + -3.4087181091308594 + ], + "logprob_reward": -0.033718038350343704, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033718038350343704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2575811445713043, + 0.032010454684495926, + 0.10214133560657501, + 0.07325621694326401, + 0.14225909113883972, + 0.07941495627164841, + 0.028880441561341286, + 0.08174566924571991, + 0.10308024287223816, + 0.09963049739599228 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.033718038350343704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261479139328003 + ], + "opposite_logprob_tokens": [ + -0.5761479139328003 + ], + "logprob_reward": -0.8261479139328003, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261479139328003, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11840370297431946, + 0.07513970136642456, + 0.0815424844622612, + 0.2761057913303375, + 0.10844724625349045, + 0.03787294402718544, + 0.016399847343564034, + 0.03705737367272377, + 0.04567171260714531, + 0.2033592164516449 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.8261479139328003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An erratic, handheld shot, modeled after a home video, captures a close-up, level-of-sight shot of a middle-aged Asian man in a dark blue apron, standing in the warm, vibrant atmosphere of his home's kitchen. His short black hair, tinged with gray, radiates pure joy and concentration as he concentrates on cooking. The camera pans and zooms in, following his movements. With a single, deft, and powerful motion, he thrusts the black iron wok forward and then pulls it back, sending a medley of juicy green vegetables and golden meat soaring high into the air. At that moment, a brilliant orange-red flame erupts from the stovetop, leaping violently in front of the camera, practically licking the tumbling food before the ingredients settle back into the wok with a tantalizing sizzle. The flames from the stove are the main dynamic light source in the scene, casting a warm and flickering light, illuminating his cheeks, which are slightly flushed with excitement, and his forehead, which is slightly moistened by the heat. The whole picture is filled with dynamic energy and the happiness of family life in its unstable shaking, presenting a real, intimate and vibrant atmosphere.", + "seed": 21625, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_0/index_7128_seed_21625_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.37085786983370783, + "vlm_logprob": -0.37085786983370783, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.37085786983370783, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021009866148233414 + ], + "opposite_logprob_tokens": [ + -3.896009922027588 + ], + "logprob_reward": -0.021009866148233414, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021009866148233414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07879302650690079, + 0.07349131256341934, + 0.10941195487976074, + 0.348724365234375, + 0.06983395665884018, + 0.08330383151769638, + 0.030885517597198486, + 0.035570647567510605, + 0.11506546288728714, + 0.05491986870765686 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.021009866148233414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371308371424675 + ], + "opposite_logprob_tokens": [ + -3.4087131023406982 + ], + "logprob_reward": -0.03371308371424675, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371308371424675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04068654403090477, + 0.030774759128689766, + 0.02578200027346611, + 0.336577445268631, + 0.025840619578957558, + 0.044686462730169296, + 0.2749379873275757, + 0.11856590211391449, + 0.0524800643324852, + 0.04966822639107704 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.03371308371424675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054956890642642975 + ], + "opposite_logprob_tokens": [ + -2.9299569129943848 + ], + "logprob_reward": -0.054956890642642975, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054956890642642975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051134251058101654, + 0.04354466125369072, + 0.0344884991645813, + 0.24709494411945343, + 0.04919127747416496, + 0.09431899338960648, + 0.32559171319007874, + 0.051525674760341644, + 0.04010552540421486, + 0.06300446391105652 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.054956890642642975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307881370186806 + ], + "opposite_logprob_tokens": [ + -3.168078899383545 + ], + "logprob_reward": -0.04307881370186806, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307881370186806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06293796002864838, + 0.038611192256212234, + 0.016818586736917496, + 0.28783994913101196, + 0.058348722755908966, + 0.20016080141067505, + 0.1611473262310028, + 0.02683117985725403, + 0.04320089891552925, + 0.10410338640213013 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.04307881370186806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015306949615479 + ], + "opposite_logprob_tokens": [ + -0.20153066515922546 + ], + "logprob_reward": -1.7015306949615479, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015306949615479, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04145815223455429, + 0.041193637996912, + 0.04389120638370514, + 0.2802414894104004, + 0.03577995300292969, + 0.026728885248303413, + 0.4088420569896698, + 0.02034612186253071, + 0.02747417241334915, + 0.07404438406229019 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -1.7015306949615479 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An erratic, handheld shot, modeled after a home video, captures a close-up, level-of-sight shot of a middle-aged Asian man in a dark blue apron, standing in the warm, vibrant atmosphere of his home's kitchen. His short black hair, tinged with gray, radiates pure joy and concentration as he concentrates on cooking. The camera pans and zooms in, following his movements. With a single, deft, and powerful motion, he thrusts the black iron wok forward and then pulls it back, sending a medley of juicy green vegetables and golden meat soaring high into the air. At that moment, a brilliant orange-red flame erupts from the stovetop, leaping violently in front of the camera, practically licking the tumbling food before the ingredients settle back into the wok with a tantalizing sizzle. The flames from the stove are the main dynamic light source in the scene, casting a warm and flickering light, illuminating his cheeks, which are slightly flushed with excitement, and his forehead, which is slightly moistened by the heat. The whole picture is filled with dynamic energy and the happiness of family life in its unstable shaking, presenting a real, intimate and vibrant atmosphere.", + "seed": 21626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_0/index_7128_seed_21626_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.27598486952483653, + "vlm_logprob": -0.27598486952483653, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.27598486952483653, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044083692133426666 + ], + "opposite_logprob_tokens": [ + -3.169083595275879 + ], + "logprob_reward": -0.044083692133426666, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044083692133426666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09660125523805618, + 0.03268841654062271, + 0.035783685743808746, + 0.08733725547790527, + 0.2701380252838135, + 0.07253225147724152, + 0.10800609737634659, + 0.10790161043405533, + 0.14189094305038452, + 0.04712038114666939 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.044083692133426666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869508743286133 + ], + "opposite_logprob_tokens": [ + -3.0486950874328613 + ], + "logprob_reward": -0.04869508743286133, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869508743286133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11524631083011627, + 0.14220423996448517, + 0.04885281249880791, + 0.039514247328042984, + 0.10095207393169403, + 0.07563894987106323, + 0.11229316145181656, + 0.1507449597120285, + 0.030342992395162582, + 0.18421022593975067 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.04869508743286133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033704668283462524 + ], + "opposite_logprob_tokens": [ + -3.4087047576904297 + ], + "logprob_reward": -0.033704668283462524, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033704668283462524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10213322937488556, + 0.08053229004144669, + 0.05279739946126938, + 0.05161004513502121, + 0.09207925945520401, + 0.0761343315243721, + 0.14859065413475037, + 0.2646954357624054, + 0.07192379981279373, + 0.05950353294610977 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.033704668283462524 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298262070864439 + ], + "opposite_logprob_tokens": [ + -3.5298261642456055 + ], + "logprob_reward": -0.0298262070864439, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298262070864439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10506640374660492, + 0.15321725606918335, + 0.05038931593298912, + 0.039321400225162506, + 0.09186608344316483, + 0.13356706500053406, + 0.1577840894460678, + 0.16204962134361267, + 0.04631203040480614, + 0.06042671948671341 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.0298262070864439 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236146926879883 + ], + "opposite_logprob_tokens": [ + -0.3486146926879883 + ], + "logprob_reward": -1.2236146926879883, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236146926879883, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12082470953464508, + 0.0469047985970974, + 0.06799764931201935, + 0.04770217090845108, + 0.12388002127408981, + 0.0470043420791626, + 0.06806248426437378, + 0.14551496505737305, + 0.10030841082334518, + 0.23180051147937775 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -1.2236146926879883 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An erratic, handheld shot, modeled after a home video, captures a close-up, level-of-sight shot of a middle-aged Asian man in a dark blue apron, standing in the warm, vibrant atmosphere of his home's kitchen. His short black hair, tinged with gray, radiates pure joy and concentration as he concentrates on cooking. The camera pans and zooms in, following his movements. With a single, deft, and powerful motion, he thrusts the black iron wok forward and then pulls it back, sending a medley of juicy green vegetables and golden meat soaring high into the air. At that moment, a brilliant orange-red flame erupts from the stovetop, leaping violently in front of the camera, practically licking the tumbling food before the ingredients settle back into the wok with a tantalizing sizzle. The flames from the stove are the main dynamic light source in the scene, casting a warm and flickering light, illuminating his cheeks, which are slightly flushed with excitement, and his forehead, which is slightly moistened by the heat. The whole picture is filled with dynamic energy and the happiness of family life in its unstable shaking, presenting a real, intimate and vibrant atmosphere.", + "seed": 21627, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_0/index_7128_seed_21627_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24713338762521744, + "vlm_logprob": -0.24713338762521744, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.24713338762521744, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014631824567914009 + ], + "opposite_logprob_tokens": [ + -4.264631748199463 + ], + "logprob_reward": -0.014631824567914009, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014631824567914009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05157455429434776, + 0.07622400671243668, + 0.043737709522247314, + 0.4415905475616455, + 0.04578400403261185, + 0.016172777861356735, + 0.028891688212752342, + 0.08060544729232788, + 0.20385707914829254, + 0.011562149040400982 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.014631824567914009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038113825023174286 + ], + "opposite_logprob_tokens": [ + -3.288113832473755 + ], + "logprob_reward": -0.038113825023174286, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038113825023174286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07265408337116241, + 0.1383049488067627, + 0.12726129591464996, + 0.09457682818174362, + 0.06447131931781769, + 0.02230466529726982, + 0.09552039206027985, + 0.050013720989227295, + 0.2783408463001251, + 0.056551847606897354 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.038113825023174286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980699948966503 + ], + "opposite_logprob_tokens": [ + -3.5298070907592773 + ], + "logprob_reward": -0.02980699948966503, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980699948966503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04067912697792053, + 0.1388355791568756, + 0.03825213760137558, + 0.16641338169574738, + 0.021308084949851036, + 0.0868166908621788, + 0.04043637961149216, + 0.03394964337348938, + 0.3090183436870575, + 0.1242905929684639 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.02980699948966503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607927680015564 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.01607927680015564, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607927680015564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03263309597969055, + 0.16133904457092285, + 0.0449339859187603, + 0.11967559158802032, + 0.015034996904432774, + 0.0768522396683693, + 0.014239460229873657, + 0.04321717098355293, + 0.3718913495540619, + 0.12018311768770218 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.01607927680015564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged Asian man wearing a dark blue apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair with gray tints?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform a single motion thrusting a black iron wok forward and then pulling it back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do green vegetables and golden meat fly into the air and land back in the wok?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot handheld with erratic shaking, panning, and zooming?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370350122451782 + ], + "opposite_logprob_tokens": [ + -0.3870350420475006 + ], + "logprob_reward": -1.1370350122451782, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370350122451782, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09714040905237198, + 0.06044569984078407, + 0.059104833751916885, + 0.271602064371109, + 0.04733200743794441, + 0.07062312215566635, + 0.03225564584136009, + 0.09438470005989075, + 0.20583295822143555, + 0.061278510838747025 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -1.1370350122451782 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_1/index_tensor([9838, 9838])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_1/index_tensor([9838, 9838])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ec57588aa58bae849ecf053c64205901b7c290cd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_1/index_tensor([9838, 9838])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "spectacular aerial drone shot, slowly zooming out, reveals an eagle soaring in a regal pose atop a vast expanse of snow-capped mountains. The eagle's deep brown feathers appear thick in the crisp morning air, its neck and head covered in gleaming golden feathers. Its sharp, hooked beak and piercing eyes betray its power. Its massive wings, fully extended, each feather distinctly visible, trembling slightly in the air currents. Below, sharp rocky ridges and deep glacial valleys lie. Fresh snow blankets everything like a thick layer of white velvet, with only the steepest cliffs revealing the dark texture of the rock. The early morning sun has just crested over the distant ridges, its golden rays slanting down at a low angle, casting long, blue shadows across the pristine white snow. The sky is a deep, pure azure. Sunlight filters through the eagle's wingtips, giving the edges a translucent amber halo. It hardly flaps its wings, but instead rides the rising thermals steadily and calmly, its body tilting slightly with the airflow, drawing elegant and broad arcs in the air. The whole picture is full of grandeur, tranquility and primitive vitality, creating an awe-inspiring sense of freedom.", + "seed": 10677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_1/index_9838_seed_10677_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2041631456464529, + "vlm_logprob": -0.2041631456464529, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.2041631456464529, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6962993741035461 + ], + "opposite_logprob_tokens": [ + -0.6962993741035461 + ], + "logprob_reward": -0.6962993741035461, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6962993741035461, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08596702665090561, + 0.06442161649465561, + 0.07393747568130493, + 0.041685644537210464, + 0.16830678284168243, + 0.020628998056054115, + 0.2529471516609192, + 0.10231242328882217, + 0.13395437598228455, + 0.05583847314119339 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.6962993741035461 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011102093383669853 + ], + "opposite_logprob_tokens": [ + -4.511102199554443 + ], + "logprob_reward": -0.011102093383669853, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011102093383669853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16506443917751312, + 0.09522075951099396, + 0.16366587579250336, + 0.07499733567237854, + 0.03534666448831558, + 0.031071607023477554, + 0.10658060759305954, + 0.020051589235663414, + 0.2348116636276245, + 0.07318947464227676 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.011102093383669853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194913864135742 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.018194913864135742, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194913864135742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06526247411966324, + 0.02336004190146923, + 0.043213244527578354, + 0.022109489887952805, + 0.042552754282951355, + 0.04367974027991295, + 0.20049476623535156, + 0.0725572258234024, + 0.4458809792995453, + 0.04088925942778587 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.018194913864135742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057575821876526 + ], + "opposite_logprob_tokens": [ + -3.168057680130005 + ], + "logprob_reward": -0.043057575821876526, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057575821876526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2447083592414856, + 0.10855044424533844, + 0.10528773069381714, + 0.037102390080690384, + 0.033182453364133835, + 0.07251235097646713, + 0.15806154906749725, + 0.06146404892206192, + 0.07341913133859634, + 0.10571154206991196 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.043057575821876526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25216177105903625 + ], + "opposite_logprob_tokens": [ + -1.5021617412567139 + ], + "logprob_reward": -0.25216177105903625, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25216177105903625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08786892145872116, + 0.06103977560997009, + 0.0713191032409668, + 0.03818906471133232, + 0.1284569352865219, + 0.02575657144188881, + 0.3777211606502533, + 0.06203571707010269, + 0.04133398085832596, + 0.10627885907888412 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.25216177105903625 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "spectacular aerial drone shot, slowly zooming out, reveals an eagle soaring in a regal pose atop a vast expanse of snow-capped mountains. The eagle's deep brown feathers appear thick in the crisp morning air, its neck and head covered in gleaming golden feathers. Its sharp, hooked beak and piercing eyes betray its power. Its massive wings, fully extended, each feather distinctly visible, trembling slightly in the air currents. Below, sharp rocky ridges and deep glacial valleys lie. Fresh snow blankets everything like a thick layer of white velvet, with only the steepest cliffs revealing the dark texture of the rock. The early morning sun has just crested over the distant ridges, its golden rays slanting down at a low angle, casting long, blue shadows across the pristine white snow. The sky is a deep, pure azure. Sunlight filters through the eagle's wingtips, giving the edges a translucent amber halo. It hardly flaps its wings, but instead rides the rising thermals steadily and calmly, its body tilting slightly with the airflow, drawing elegant and broad arcs in the air. The whole picture is full of grandeur, tranquility and primitive vitality, creating an awe-inspiring sense of freedom.", + "seed": 10678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_1/index_9838_seed_10678_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21452328506857157, + "vlm_logprob": -0.21452328506857157, + "vlm_yes_no_margin": 2.749999976158142, + "vlm_token_credit": -0.21452328506857157, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8295364379882812 + ], + "opposite_logprob_tokens": [ + -0.5795364379882812 + ], + "logprob_reward": -0.8295364379882812, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8295364379882812, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16387543082237244, + 0.06064896658062935, + 0.10377423465251923, + 0.11302109807729721, + 0.1666456013917923, + 0.07401350140571594, + 0.06457711011171341, + 0.0644669160246849, + 0.0783623456954956, + 0.1106148362159729 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.8295364379882812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022129351273179054 + ], + "opposite_logprob_tokens": [ + -6.127213001251221 + ], + "logprob_reward": -0.0022129351273179054, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022129351273179054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15225233137607574, + 0.07322928309440613, + 0.059053465723991394, + 0.14428099989891052, + 0.07088886946439743, + 0.23050104081630707, + 0.06487046927213669, + 0.07313930243253708, + 0.03651430085301399, + 0.09526991844177246 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0022129351273179054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308566451072693 + ], + "opposite_logprob_tokens": [ + -3.1680855751037598 + ], + "logprob_reward": -0.04308566451072693, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308566451072693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1600528210401535, + 0.04999946057796478, + 0.08195791393518448, + 0.3182011842727661, + 0.12061137706041336, + 0.053324270993471146, + 0.030124293640255928, + 0.07560136169195175, + 0.025197086855769157, + 0.0849301889538765 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.04308566451072693 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495880916714668 + ], + "opposite_logprob_tokens": [ + -2.9299588203430176 + ], + "logprob_reward": -0.05495880916714668, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495880916714668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13538429141044617, + 0.10380169004201889, + 0.09875357896089554, + 0.1733820140361786, + 0.17118044197559357, + 0.035538751631975174, + 0.018550170585513115, + 0.051038626581430435, + 0.04393026977777481, + 0.16844019293785095 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.05495880916714668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282257854938507 + ], + "opposite_logprob_tokens": [ + -2.017822504043579 + ], + "logprob_reward": -0.14282257854938507, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14282257854938507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07074074447154999, + 0.06505453586578369, + 0.06988637149333954, + 0.0799841359257698, + 0.04596496373414993, + 0.21205741167068481, + 0.055851686745882034, + 0.22970420122146606, + 0.1375037580728531, + 0.03325214982032776 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.14282257854938507 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "spectacular aerial drone shot, slowly zooming out, reveals an eagle soaring in a regal pose atop a vast expanse of snow-capped mountains. The eagle's deep brown feathers appear thick in the crisp morning air, its neck and head covered in gleaming golden feathers. Its sharp, hooked beak and piercing eyes betray its power. Its massive wings, fully extended, each feather distinctly visible, trembling slightly in the air currents. Below, sharp rocky ridges and deep glacial valleys lie. Fresh snow blankets everything like a thick layer of white velvet, with only the steepest cliffs revealing the dark texture of the rock. The early morning sun has just crested over the distant ridges, its golden rays slanting down at a low angle, casting long, blue shadows across the pristine white snow. The sky is a deep, pure azure. Sunlight filters through the eagle's wingtips, giving the edges a translucent amber halo. It hardly flaps its wings, but instead rides the rising thermals steadily and calmly, its body tilting slightly with the airflow, drawing elegant and broad arcs in the air. The whole picture is full of grandeur, tranquility and primitive vitality, creating an awe-inspiring sense of freedom.", + "seed": 10679, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_1/index_9838_seed_10679_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1815417873673141, + "vlm_logprob": -0.1815417873673141, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.1815417873673141, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5801871418952942 + ], + "opposite_logprob_tokens": [ + -0.8301871418952942 + ], + "logprob_reward": -0.5801871418952942, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5801871418952942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04959074407815933, + 0.08787354826927185, + 0.4203086793422699, + 0.04391320049762726, + 0.028474479913711548, + 0.041876278817653656, + 0.19469377398490906, + 0.03319001942873001, + 0.08134111762046814, + 0.018738072365522385 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.5801871418952942 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006759397219866514 + ], + "opposite_logprob_tokens": [ + -5.006759166717529 + ], + "logprob_reward": -0.006759397219866514, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006759397219866514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1012396514415741, + 0.07652208209037781, + 0.2954663634300232, + 0.05875716358423233, + 0.01734360121190548, + 0.06568664312362671, + 0.3020438253879547, + 0.012618711218237877, + 0.04568704217672348, + 0.024634873494505882 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.006759397219866514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299021646380424 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023299021646380424, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299021646380424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07858584076166153, + 0.03135222569108009, + 0.02399521693587303, + 0.1924099177122116, + 0.044040486216545105, + 0.10233394056558609, + 0.4502689838409424, + 0.016225742176175117, + 0.03386453911662102, + 0.026923131197690964 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.023299021646380424 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067076474428177 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016067076474428177, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067076474428177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0621425062417984, + 0.047406699508428574, + 0.29762908816337585, + 0.09747123718261719, + 0.0241084061563015, + 0.04490025341510773, + 0.31678467988967896, + 0.010535233654081821, + 0.07899481058120728, + 0.020027080550789833 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.016067076474428177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813962996006012 + ], + "opposite_logprob_tokens": [ + -1.4063962697982788 + ], + "logprob_reward": -0.2813962996006012, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813962996006012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06012307479977608, + 0.024513185024261475, + 0.3648095726966858, + 0.15009672939777374, + 0.023355184122920036, + 0.037092264741659164, + 0.16443908214569092, + 0.027960969135165215, + 0.0979205071926117, + 0.049689438194036484 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.2813962996006012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "spectacular aerial drone shot, slowly zooming out, reveals an eagle soaring in a regal pose atop a vast expanse of snow-capped mountains. The eagle's deep brown feathers appear thick in the crisp morning air, its neck and head covered in gleaming golden feathers. Its sharp, hooked beak and piercing eyes betray its power. Its massive wings, fully extended, each feather distinctly visible, trembling slightly in the air currents. Below, sharp rocky ridges and deep glacial valleys lie. Fresh snow blankets everything like a thick layer of white velvet, with only the steepest cliffs revealing the dark texture of the rock. The early morning sun has just crested over the distant ridges, its golden rays slanting down at a low angle, casting long, blue shadows across the pristine white snow. The sky is a deep, pure azure. Sunlight filters through the eagle's wingtips, giving the edges a translucent amber halo. It hardly flaps its wings, but instead rides the rising thermals steadily and calmly, its body tilting slightly with the airflow, drawing elegant and broad arcs in the air. The whole picture is full of grandeur, tranquility and primitive vitality, creating an awe-inspiring sense of freedom.", + "seed": 10680, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_1/index_9838_seed_10680_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13823119662702082, + "vlm_logprob": -0.13823119662702082, + "vlm_yes_no_margin": 2.650000011920929, + "vlm_token_credit": -0.13823119662702082, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43164366483688354 + ], + "opposite_logprob_tokens": [ + -1.0566437244415283 + ], + "logprob_reward": -0.43164366483688354, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.43164366483688354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08348485827445984, + 0.06347484141588211, + 0.09043128043413162, + 0.2134469598531723, + 0.24381165206432343, + 0.06736552715301514, + 0.03611402586102486, + 0.05469894036650658, + 0.08605284243822098, + 0.06111905351281166 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.43164366483688354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016090890392661095 + ], + "opposite_logprob_tokens": [ + -4.1410908699035645 + ], + "logprob_reward": -0.016090890392661095, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016090890392661095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3578985631465912, + 0.2057272046804428, + 0.03841618821024895, + 0.0427512489259243, + 0.033043403178453445, + 0.10485488176345825, + 0.10699541866779327, + 0.059649739414453506, + 0.012675108388066292, + 0.037988219410181046 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.016090890392661095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033717695623636246 + ], + "opposite_logprob_tokens": [ + -3.408717632293701 + ], + "logprob_reward": -0.033717695623636246, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033717695623636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15826167166233063, + 0.0869620144367218, + 0.05891730636358261, + 0.053847309201955795, + 0.12162742018699646, + 0.056922901421785355, + 0.06659156829118729, + 0.10167618840932846, + 0.19354160130023956, + 0.10165201127529144 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.033717695623636246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798436909914017 + ], + "opposite_logprob_tokens": [ + -3.5297985076904297 + ], + "logprob_reward": -0.029798436909914017, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798436909914017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14912796020507812, + 0.2083250880241394, + 0.06975908577442169, + 0.14838726818561554, + 0.09667954593896866, + 0.057493776082992554, + 0.11823157221078873, + 0.04050112143158913, + 0.04428892955183983, + 0.06720562279224396 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.029798436909914017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view that slowly zooms out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eagle visible soaring with fully extended wings atop snow-capped mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eagle have deep brown feathers on its body and gleaming golden feathers on its neck and head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by low-angle early morning sun casting long blue shadows on white snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the eagle riding thermals steadily without flapping its wings, drawing broad arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990529537200928 + ], + "opposite_logprob_tokens": [ + -1.8049052953720093 + ], + "logprob_reward": -0.17990529537200928, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990529537200928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1903284192085266, + 0.08824782818555832, + 0.03454427421092987, + 0.1253584623336792, + 0.04188566282391548, + 0.13675245642662048, + 0.06422817707061768, + 0.26909470558166504, + 0.019241325557231903, + 0.030318694189190865 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.17990529537200928 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_10/index_tensor([3715, 3715])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_10/index_tensor([3715, 3715])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c31d70f233a3f7172e3b7443ea5c71d09c919feb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_10/index_tensor([3715, 3715])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly low-angled medium shot captures an unlikely scene on the edge of a small rural village. A curious and intelligent little monkey, with fine light brown fur and bright, inquisitive black eyes, perches comfortably on the dense, mossy branches of an ancient tree. Its head tilted, one hand grasping the branch for balance, the other resting thoughtfully on its knees. Directly below the tree, a large, lazily snake, covered in shimmering emerald green scales, lies loosely coiled on the sun-dappled earth. The snake's head rests calmly on its back, its eyes half-closed in a state of blissful contentment, its mouth raised in what appears to be a faint, serene smile. The warm, golden afternoon sun filters through the dense foliage above, casting beautiful, ever-changing patterns of light and shadow on the creatures and the ground. In the soft-focus background, the outlines of thatched huts and a dusty village path are visible, creating a tranquil and warm atmosphere that highlights the peaceful and harmonious friendship between these two very different animals.", + "seed": 3545, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_10/index_3715_seed_3545_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17543668053112924, + "vlm_logprob": -0.17543668053112924, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.17543668053112924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14832276105880737 + ], + "opposite_logprob_tokens": [ + -2.023322820663452 + ], + "logprob_reward": -0.14832276105880737, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14832276105880737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12297579646110535, + 0.052567072212696075, + 0.19167698919773102, + 0.11065253615379333, + 0.08221756666898727, + 0.05426596850156784, + 0.03342810645699501, + 0.03528868779540062, + 0.07286283373832703, + 0.24406439065933228 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.14832276105880737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283797144889832 + ], + "opposite_logprob_tokens": [ + -2.0178380012512207 + ], + "logprob_reward": -0.14283797144889832, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283797144889832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22813132405281067, + 0.05801977589726448, + 0.08025116473436356, + 0.09092031419277191, + 0.05546532943844795, + 0.10129022598266602, + 0.045190826058387756, + 0.16320183873176575, + 0.06705866754055023, + 0.1104704961180687 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.14283797144889832 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058183394372463226, + 0.03238376975059509, + 0.03874574601650238, + 0.034113701432943344, + 0.06493096053600311, + 0.053652241826057434, + 0.06776940822601318, + 0.31192198395729065, + 0.12178841233253479, + 0.21651038527488708 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.007629777304828167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761963725090027 + ], + "opposite_logprob_tokens": [ + -0.8261963725090027 + ], + "logprob_reward": -0.5761963725090027, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761963725090027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07633031904697418, + 0.05194264277815819, + 0.3061949908733368, + 0.04832195118069649, + 0.04765719920396805, + 0.05324140936136246, + 0.12062658369541168, + 0.07400944828987122, + 0.06870827078819275, + 0.15296712517738342 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.5761963725090027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196520334109664 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.002196520334109664, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196520334109664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21411073207855225, + 0.03446144610643387, + 0.07949279993772507, + 0.025091826915740967, + 0.0365603007376194, + 0.061806607991456985, + 0.03638603538274765, + 0.11699957400560379, + 0.309287428855896, + 0.08580327033996582 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.002196520334109664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angled medium shot captures an unlikely scene on the edge of a small rural village. A curious and intelligent little monkey, with fine light brown fur and bright, inquisitive black eyes, perches comfortably on the dense, mossy branches of an ancient tree. Its head tilted, one hand grasping the branch for balance, the other resting thoughtfully on its knees. Directly below the tree, a large, lazily snake, covered in shimmering emerald green scales, lies loosely coiled on the sun-dappled earth. The snake's head rests calmly on its back, its eyes half-closed in a state of blissful contentment, its mouth raised in what appears to be a faint, serene smile. The warm, golden afternoon sun filters through the dense foliage above, casting beautiful, ever-changing patterns of light and shadow on the creatures and the ground. In the soft-focus background, the outlines of thatched huts and a dusty village path are visible, creating a tranquil and warm atmosphere that highlights the peaceful and harmonious friendship between these two very different animals.", + "seed": 3546, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_10/index_3715_seed_3546_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03735746736638248, + "vlm_logprob": -0.03735746736638248, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03735746736638248, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040360767394304276 + ], + "opposite_logprob_tokens": [ + -3.415360689163208 + ], + "logprob_reward": -0.040360767394304276, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.040360767394304276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05422447249293327, + 0.03676294907927513, + 0.0981864184141159, + 0.044714540243148804, + 0.0551084540784359, + 0.09953686594963074, + 0.061008770018815994, + 0.170455202460289, + 0.3008805811405182, + 0.07912172377109528 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.040360767394304276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297493427991867 + ], + "opposite_logprob_tokens": [ + -2.2379748821258545 + ], + "logprob_reward": -0.11297493427991867, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297493427991867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24235579371452332, + 0.02710912935435772, + 0.06586606055498123, + 0.027473969385027885, + 0.07241517305374146, + 0.029282988980412483, + 0.0475006140768528, + 0.18854033946990967, + 0.24375371634960175, + 0.05570220202207565 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.11297493427991867 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193302020430565 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193302020430565, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193302020430565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04309944435954094, + 0.03415008261799812, + 0.05348096042871475, + 0.029754407703876495, + 0.04141287878155708, + 0.04203452914953232, + 0.08290097117424011, + 0.37973639369010925, + 0.1047142744064331, + 0.18871603906154633 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.014193302020430565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606742851436138 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606742851436138, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606742851436138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18057414889335632, + 0.12578484416007996, + 0.11315862834453583, + 0.04690492898225784, + 0.021915165707468987, + 0.08581887930631638, + 0.03293914347887039, + 0.08936485648155212, + 0.24325260519981384, + 0.06028684228658676 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.01606742851436138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031909046228975058 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031909046228975058, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031909046228975058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07110614329576492, + 0.03192516416311264, + 0.07626453787088394, + 0.05809991434216499, + 0.06834390014410019, + 0.04958416894078255, + 0.07184061408042908, + 0.2829757332801819, + 0.2222747802734375, + 0.0675850361585617 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.0031909046228975058 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angled medium shot captures an unlikely scene on the edge of a small rural village. A curious and intelligent little monkey, with fine light brown fur and bright, inquisitive black eyes, perches comfortably on the dense, mossy branches of an ancient tree. Its head tilted, one hand grasping the branch for balance, the other resting thoughtfully on its knees. Directly below the tree, a large, lazily snake, covered in shimmering emerald green scales, lies loosely coiled on the sun-dappled earth. The snake's head rests calmly on its back, its eyes half-closed in a state of blissful contentment, its mouth raised in what appears to be a faint, serene smile. The warm, golden afternoon sun filters through the dense foliage above, casting beautiful, ever-changing patterns of light and shadow on the creatures and the ground. In the soft-focus background, the outlines of thatched huts and a dusty village path are visible, creating a tranquil and warm atmosphere that highlights the peaceful and harmonious friendship between these two very different animals.", + "seed": 3547, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_10/index_3715_seed_3547_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08156918413005769, + "vlm_logprob": -0.08156918413005769, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.08156918413005769, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08467905223369598 + ], + "opposite_logprob_tokens": [ + -2.584679126739502 + ], + "logprob_reward": -0.08467905223369598, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08467905223369598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.089604951441288, + 0.04678545892238617, + 0.06590927392244339, + 0.0638873428106308, + 0.03712049871683121, + 0.02723640576004982, + 0.1619069129228592, + 0.06293931603431702, + 0.19081471860408783, + 0.25379520654678345 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.08467905223369598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208357587456703 + ], + "opposite_logprob_tokens": [ + -2.8120834827423096 + ], + "logprob_reward": -0.06208357587456703, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208357587456703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09188451617956161, + 0.08402565866708755, + 0.10821288824081421, + 0.06778386980295181, + 0.022944584488868713, + 0.028228772804141045, + 0.06273709237575531, + 0.010462767444550991, + 0.21126940846443176, + 0.3124504089355469 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.06208357587456703 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738083902746439 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738083902746439, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738083902746439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07428839057683945, + 0.03250546008348465, + 0.06833203881978989, + 0.04937511682510376, + 0.044111575931310654, + 0.058251772075891495, + 0.10577693581581116, + 0.031240271404385567, + 0.1772031933069229, + 0.35891520977020264 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.006738083902746439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521488070487976 + ], + "opposite_logprob_tokens": [ + -1.5021488666534424 + ], + "logprob_reward": -0.2521488070487976, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521488070487976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054517634212970734, + 0.03606289252638817, + 0.08000002056360245, + 0.19619585573673248, + 0.18070180714130402, + 0.03789481893181801, + 0.17772552371025085, + 0.023403700441122055, + 0.18138732016086578, + 0.03211047500371933 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.2521488070487976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021964015904814005 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.0021964015904814005, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021964015904814005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08179435133934021, + 0.03993206098675728, + 0.03529677912592888, + 0.025316579267382622, + 0.04355137050151825, + 0.06754478812217712, + 0.4152800440788269, + 0.041650354862213135, + 0.1707431674003601, + 0.07889054715633392 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.0021964015904814005 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angled medium shot captures an unlikely scene on the edge of a small rural village. A curious and intelligent little monkey, with fine light brown fur and bright, inquisitive black eyes, perches comfortably on the dense, mossy branches of an ancient tree. Its head tilted, one hand grasping the branch for balance, the other resting thoughtfully on its knees. Directly below the tree, a large, lazily snake, covered in shimmering emerald green scales, lies loosely coiled on the sun-dappled earth. The snake's head rests calmly on its back, its eyes half-closed in a state of blissful contentment, its mouth raised in what appears to be a faint, serene smile. The warm, golden afternoon sun filters through the dense foliage above, casting beautiful, ever-changing patterns of light and shadow on the creatures and the ground. In the soft-focus background, the outlines of thatched huts and a dusty village path are visible, creating a tranquil and warm atmosphere that highlights the peaceful and harmonious friendship between these two very different animals.", + "seed": 3548, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_10/index_3715_seed_3548_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05716331084258854, + "vlm_logprob": -0.05716331084258854, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.05716331084258854, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06782446056604385 + ], + "opposite_logprob_tokens": [ + -2.817824363708496 + ], + "logprob_reward": -0.06782446056604385, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06782446056604385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04696320369839668, + 0.049218371510505676, + 0.06091725826263428, + 0.4187838137149811, + 0.10476242750883102, + 0.08224023878574371, + 0.07594543695449829, + 0.03848842903971672, + 0.04344137758016586, + 0.07923941314220428 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.06782446056604385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636663056910038 + ], + "opposite_logprob_tokens": [ + -3.651366710662842 + ], + "logprob_reward": -0.02636663056910038, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636663056910038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20572923123836517, + 0.24730822443962097, + 0.06384558230638504, + 0.11783681809902191, + 0.04556668922305107, + 0.04243499040603638, + 0.02902388572692871, + 0.02343623712658882, + 0.12943719327449799, + 0.09538120031356812 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.02636663056910038 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778101928532124 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009778101928532124, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778101928532124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08095021545886993, + 0.04630855843424797, + 0.06253008544445038, + 0.16141395270824432, + 0.052232835441827774, + 0.10736420750617981, + 0.0948726162314415, + 0.06924720108509064, + 0.21496856212615967, + 0.11011175066232681 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.009778101928532124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799088716506958 + ], + "opposite_logprob_tokens": [ + -1.8049088716506958 + ], + "logprob_reward": -0.1799088716506958, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799088716506958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09007494151592255, + 0.06816898286342621, + 0.09990204125642776, + 0.4108503758907318, + 0.0428016297519207, + 0.07870800793170929, + 0.04336422681808472, + 0.02677937038242817, + 0.05135444924235344, + 0.08799595385789871 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.1799088716506958 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, slightly low-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a little monkey with light brown fur and black eyes perched on mossy tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large snake with shimmering emerald green scales coiled on the ground below the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on the edge of a small rural village with thatched huts and a dusty path visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and golden with sun-dappled patterns of light and shadow on the creatures and ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019384894985705614 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019384894985705614, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019384894985705614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15015475451946259, + 0.10707161575555801, + 0.07722146809101105, + 0.28255924582481384, + 0.061406854540109634, + 0.09367913752794266, + 0.040305353701114655, + 0.046262964606285095, + 0.0734218880534172, + 0.06791668385267258 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0019384894985705614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_11/index_tensor([4729, 4729])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_11/index_tensor([4729, 4729])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7053a5a93c065690df30cab4fabe617634d7ccde --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_11/index_tensor([4729, 4729])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly overhead angle, the camera remains still as a pair of hands clad in immaculate white cotton gloves rises cautiously and calmly from the bottom of the frame, gently cradling an antique brass pocket watch. The watch's surface, intricately engraved with Baroque patterns, reflects the light with a warm metallic sheen. A thin chain of the same material dangles from the top, swaying subtly with the movement of the hands. The entire action takes place above a dark, finely grained wooden tabletop, the background elegantly blurred. A warm, vintage light, like the glow of an old-fashioned desk lamp, gently envelops the scene, creating bright highlights on the brass case and soft shadows between the tightly fitted folds of the white gloves. This creates an atmosphere of tranquility, concentration, and nostalgia, as if engaging in a silent appreciation of a precious artifact from time immemorial.", + "seed": 2856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_11/index_4729_seed_2856_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13241256596520543, + "vlm_logprob": -0.13241256596520543, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.13241256596520543, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20183826982975006 + ], + "opposite_logprob_tokens": [ + -1.7018382549285889 + ], + "logprob_reward": -0.20183826982975006, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20183826982975006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19304433465003967, + 0.046236325055360794, + 0.05397254601120949, + 0.09980324655771255, + 0.16012701392173767, + 0.06539744883775711, + 0.29535630345344543, + 0.01906522735953331, + 0.037368014454841614, + 0.029629524797201157 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.20183826982975006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037480533123016 + ], + "opposite_logprob_tokens": [ + -1.9103747606277466 + ], + "logprob_reward": -0.16037480533123016, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037480533123016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12786296010017395, + 0.06539997458457947, + 0.03417113795876503, + 0.027039172127842903, + 0.22327004373073578, + 0.03248927742242813, + 0.2611384689807892, + 0.07528437674045563, + 0.04705719277262688, + 0.10628733783960342 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.16037480533123016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813652455806732 + ], + "opposite_logprob_tokens": [ + -1.4063652753829956 + ], + "logprob_reward": -0.2813652455806732, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813652455806732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1488843709230423, + 0.04792995750904083, + 0.027723200619220734, + 0.0950622707605362, + 0.14967961609363556, + 0.12609057128429413, + 0.26827067136764526, + 0.04779314994812012, + 0.025582347065210342, + 0.06298382580280304 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.2813652455806732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947037134319544 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947037134319544, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947037134319544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2821321189403534, + 0.0845462903380394, + 0.1029345840215683, + 0.06692991405725479, + 0.1586635410785675, + 0.0824623852968216, + 0.11017762869596481, + 0.040403787046670914, + 0.044720057398080826, + 0.027029607445001602 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.005947037134319544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537471950054169 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537471950054169, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537471950054169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38487520813941956, + 0.07155795395374298, + 0.089439757168293, + 0.06671751290559769, + 0.221658393740654, + 0.04453398287296295, + 0.04413624480366707, + 0.028208382427692413, + 0.022468945011496544, + 0.026403669267892838 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.012537471950054169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly overhead angle, the camera remains still as a pair of hands clad in immaculate white cotton gloves rises cautiously and calmly from the bottom of the frame, gently cradling an antique brass pocket watch. The watch's surface, intricately engraved with Baroque patterns, reflects the light with a warm metallic sheen. A thin chain of the same material dangles from the top, swaying subtly with the movement of the hands. The entire action takes place above a dark, finely grained wooden tabletop, the background elegantly blurred. A warm, vintage light, like the glow of an old-fashioned desk lamp, gently envelops the scene, creating bright highlights on the brass case and soft shadows between the tightly fitted folds of the white gloves. This creates an atmosphere of tranquility, concentration, and nostalgia, as if engaging in a silent appreciation of a precious artifact from time immemorial.", + "seed": 2857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_11/index_4729_seed_2857_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08365385998040438, + "vlm_logprob": -0.08365385998040438, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.08365385998040438, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1605733036994934 + ], + "opposite_logprob_tokens": [ + -1.9105732440948486 + ], + "logprob_reward": -0.1605733036994934, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1605733036994934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10051187127828598, + 0.0505291223526001, + 0.05241871997714043, + 0.05812075734138489, + 0.20533601939678192, + 0.06554555147886276, + 0.05179379880428314, + 0.020833952352404594, + 0.02637222222983837, + 0.3685380220413208 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.1605733036994934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034223645925522 + ], + "opposite_logprob_tokens": [ + -2.350342273712158 + ], + "logprob_reward": -0.10034223645925522, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034223645925522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07444410026073456, + 0.0251610167324543, + 0.021941613405942917, + 0.02665047161281109, + 0.016733800992369652, + 0.025016523897647858, + 0.0213810782879591, + 0.011323303915560246, + 0.011814392171800137, + 0.7655337452888489 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.10034223645925522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270897388458252 + ], + "opposite_logprob_tokens": [ + -2.127089738845825 + ], + "logprob_reward": -0.1270897388458252, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270897388458252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10698939859867096, + 0.060725726187229156, + 0.02395879477262497, + 0.03266714885830879, + 0.03849836811423302, + 0.01890803873538971, + 0.029996639117598534, + 0.04123822972178459, + 0.023239577189087868, + 0.6237781047821045 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.1270897388458252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419647503644228 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.01419647503644228, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419647503644228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06377869844436646, + 0.0428282655775547, + 0.05523022636771202, + 0.01749277301132679, + 0.04341249167919159, + 0.02464526891708374, + 0.010179872624576092, + 0.024172019213438034, + 0.007022027391940355, + 0.7112383842468262 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.01419647503644228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067545861005783 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.016067545861005783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067545861005783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02367069572210312, + 0.04599729925394058, + 0.02519991807639599, + 0.011598272249102592, + 0.008742846548557281, + 0.021536771208047867, + 0.017984408885240555, + 0.01557204034179449, + 0.016868263483047485, + 0.8128294348716736 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.016067545861005783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly overhead angle, the camera remains still as a pair of hands clad in immaculate white cotton gloves rises cautiously and calmly from the bottom of the frame, gently cradling an antique brass pocket watch. The watch's surface, intricately engraved with Baroque patterns, reflects the light with a warm metallic sheen. A thin chain of the same material dangles from the top, swaying subtly with the movement of the hands. The entire action takes place above a dark, finely grained wooden tabletop, the background elegantly blurred. A warm, vintage light, like the glow of an old-fashioned desk lamp, gently envelops the scene, creating bright highlights on the brass case and soft shadows between the tightly fitted folds of the white gloves. This creates an atmosphere of tranquility, concentration, and nostalgia, as if engaging in a silent appreciation of a precious artifact from time immemorial.", + "seed": 2858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_11/index_4729_seed_2858_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06681898646056653, + "vlm_logprob": -0.06681898646056653, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.06681898646056653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06235275790095329 + ], + "opposite_logprob_tokens": [ + -2.8123526573181152 + ], + "logprob_reward": -0.06235275790095329, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06235275790095329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4562218487262726, + 0.0294124037027359, + 0.035031501203775406, + 0.07389134913682938, + 0.03394349664449692, + 0.10193508863449097, + 0.04371584206819534, + 0.025419697165489197, + 0.1084572896361351, + 0.09197147190570831 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.06235275790095329 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822066679596901 + ], + "opposite_logprob_tokens": [ + -4.018220901489258 + ], + "logprob_reward": -0.01822066679596901, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822066679596901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5341319441795349, + 0.07137009501457214, + 0.020920008420944214, + 0.08615279197692871, + 0.052411485463380814, + 0.01972516067326069, + 0.04674422740936279, + 0.019929472357034683, + 0.07581210136413574, + 0.07280275225639343 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.01822066679596901 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20163552463054657 + ], + "opposite_logprob_tokens": [ + -1.701635479927063 + ], + "logprob_reward": -0.20163552463054657, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20163552463054657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23416462540626526, + 0.132899209856987, + 0.06792515516281128, + 0.18341411650180817, + 0.07692935317754745, + 0.021607782691717148, + 0.044339653104543686, + 0.025655604898929596, + 0.08442343026399612, + 0.1286410391330719 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.20163552463054657 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187304958701134 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187304958701134, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187304958701134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23381468653678894, + 0.048668622970581055, + 0.02668789029121399, + 0.05681564658880234, + 0.137691468000412, + 0.0670895054936409, + 0.13314785063266754, + 0.052564579993486404, + 0.0466160848736763, + 0.19690367579460144 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.018187304958701134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336986780166626 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.0336986780166626, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336986780166626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3594062626361847, + 0.0737781673669815, + 0.06996764242649078, + 0.14194649457931519, + 0.03665779531002045, + 0.025680553168058395, + 0.021573251113295555, + 0.03273581713438034, + 0.16227032244205475, + 0.07598365098237991 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0336986780166626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly overhead angle, the camera remains still as a pair of hands clad in immaculate white cotton gloves rises cautiously and calmly from the bottom of the frame, gently cradling an antique brass pocket watch. The watch's surface, intricately engraved with Baroque patterns, reflects the light with a warm metallic sheen. A thin chain of the same material dangles from the top, swaying subtly with the movement of the hands. The entire action takes place above a dark, finely grained wooden tabletop, the background elegantly blurred. A warm, vintage light, like the glow of an old-fashioned desk lamp, gently envelops the scene, creating bright highlights on the brass case and soft shadows between the tightly fitted folds of the white gloves. This creates an atmosphere of tranquility, concentration, and nostalgia, as if engaging in a silent appreciation of a precious artifact from time immemorial.", + "seed": 2859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_11/index_4729_seed_2859_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042000497505068776, + "vlm_logprob": -0.042000497505068776, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.042000497505068776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055163245648145676 + ], + "opposite_logprob_tokens": [ + -2.9301631450653076 + ], + "logprob_reward": -0.055163245648145676, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055163245648145676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09132731705904007, + 0.22865261137485504, + 0.050610631704330444, + 0.016025155782699585, + 0.042726386338472366, + 0.0757579430937767, + 0.17719632387161255, + 0.26690205931663513, + 0.03511739894747734, + 0.015684159472584724 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.055163245648145676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606013014912605 + ], + "opposite_logprob_tokens": [ + -3.89560604095459 + ], + "logprob_reward": -0.020606013014912605, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606013014912605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025486353784799576, + 0.3691612184047699, + 0.08576107770204544, + 0.015630491077899933, + 0.016254598274827003, + 0.06111406534910202, + 0.054622769355773926, + 0.304936945438385, + 0.03679666668176651, + 0.030235901474952698 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.020606013014912605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034698247909546 + ], + "opposite_logprob_tokens": [ + -2.3503470420837402 + ], + "logprob_reward": -0.10034698247909546, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034698247909546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11272767931222916, + 0.44629013538360596, + 0.08890728652477264, + 0.025384781882166862, + 0.03768330067396164, + 0.022912172600626945, + 0.02435167320072651, + 0.1543516367673874, + 0.03510768711566925, + 0.05228373035788536 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.10034698247909546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093363881111145 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093363881111145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093363881111145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1043204665184021, + 0.20705361664295197, + 0.0826430395245552, + 0.04848521947860718, + 0.019192250445485115, + 0.08354484289884567, + 0.10630688816308975, + 0.19694967567920685, + 0.039538756012916565, + 0.11196523159742355 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.004093363881111145 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of hands wearing immaculate white cotton gloves visible rising from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hands gently cradling an antique brass pocket watch with Baroque patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a thin chain of brass dangling from the top of the watch and swaying subtly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set above a dark, finely grained wooden tabletop with a blurred background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly overhead angle and remains still throughout the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979288250207901 + ], + "opposite_logprob_tokens": [ + -3.5297927856445312 + ], + "logprob_reward": -0.02979288250207901, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979288250207901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045383255928754807, + 0.15385770797729492, + 0.027749480679631233, + 0.015598435886204243, + 0.011950223706662655, + 0.037107136100530624, + 0.09546390920877457, + 0.5371147990226746, + 0.04258901625871658, + 0.03318600356578827 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.02979288250207901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_12/index_tensor([6212, 6212])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_12/index_tensor([6212, 6212])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9817148eda50657cf70397c238bef10fb202fe1e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_12/index_tensor([6212, 6212])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dazzling low-angle shot begins as the camera pans rapidly, continuously, in a 360-degree orbit around a central anomaly within a narrow, rain-slicked alley. The wet asphalt and grimy, dark brick walls shimmer with chaotic light reflected from flickering holographic neon signs, casting vibrant shades of cyan, purple, and electric yellow into deep, damp shadows where steam rises from grates. At the center of this rotating frame, a strange, bioluminescent vine has taken root, its thick, rubbery tendrils clinging to the rotting brickwork. The plant's leaves are a deep, unnatural indigo, bearing clusters of obsidian-like berries that appear almost metallic. An ethereal, inner cyan light pulses rhythmically from within the plant, like a slow, powerful heartbeat, causing the dark berries to glow intensely from within. With each pulse of light, the entire plant trembles in sync, a low, powerful hum echoing through the alley and noticeably vibrating the surface of a nearby puddle. The camera’s relentless, swirling movement, combined with the pulsating light and resonant hum, creates a mesmerizing and disorienting futuristic spectacle, capturing the otherworldly power of this strange, living artifact in a surreal, hypnotic dance of light and movement.", + "seed": 16383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_12/index_6212_seed_16383_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23875954085960985, + "vlm_logprob": -0.23875954085960985, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.23875954085960985, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28527209162712097 + ], + "opposite_logprob_tokens": [ + -1.6602721214294434 + ], + "logprob_reward": -0.28527209162712097, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.28527209162712097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2820267081260681, + 0.05244032293558121, + 0.15257973968982697, + 0.13648074865341187, + 0.07205131649971008, + 0.07554707676172256, + 0.05320216715335846, + 0.053408700972795486, + 0.0509539432823658, + 0.07130928337574005 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.28527209162712097 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261569142341614 + ], + "opposite_logprob_tokens": [ + -0.5761569142341614 + ], + "logprob_reward": -0.8261569142341614, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261569142341614, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1353403627872467, + 0.05270584672689438, + 0.1342141479253769, + 0.12349625676870346, + 0.14890362322330475, + 0.20358970761299133, + 0.029825283214449883, + 0.024008985608816147, + 0.10187637805938721, + 0.04603943973779678 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.8261569142341614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974041879177094 + ], + "opposite_logprob_tokens": [ + -2.92997407913208 + ], + "logprob_reward": -0.054974041879177094, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974041879177094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1441948264837265, + 0.03734933212399483, + 0.1780475527048111, + 0.09320750832557678, + 0.16348853707313538, + 0.25562578439712524, + 0.0235567819327116, + 0.037959612905979156, + 0.026802964508533478, + 0.039767105132341385 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.054974041879177094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329820580780506 + ], + "opposite_logprob_tokens": [ + -3.7732982635498047 + ], + "logprob_reward": -0.02329820580780506, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329820580780506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23781490325927734, + 0.0626208707690239, + 0.1575646996498108, + 0.11303625255823135, + 0.12526118755340576, + 0.1940498799085617, + 0.01811862923204899, + 0.03446242958307266, + 0.029452141374349594, + 0.027619052678346634 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.02329820580780506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096450749784708 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096450749784708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096450749784708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12649081647396088, + 0.05235602334141731, + 0.2735297381877899, + 0.05890117213129997, + 0.14875538647174835, + 0.12234780192375183, + 0.03821932524442673, + 0.04287445545196533, + 0.08048553764820099, + 0.056039780378341675 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004096450749784708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dazzling low-angle shot begins as the camera pans rapidly, continuously, in a 360-degree orbit around a central anomaly within a narrow, rain-slicked alley. The wet asphalt and grimy, dark brick walls shimmer with chaotic light reflected from flickering holographic neon signs, casting vibrant shades of cyan, purple, and electric yellow into deep, damp shadows where steam rises from grates. At the center of this rotating frame, a strange, bioluminescent vine has taken root, its thick, rubbery tendrils clinging to the rotting brickwork. The plant's leaves are a deep, unnatural indigo, bearing clusters of obsidian-like berries that appear almost metallic. An ethereal, inner cyan light pulses rhythmically from within the plant, like a slow, powerful heartbeat, causing the dark berries to glow intensely from within. With each pulse of light, the entire plant trembles in sync, a low, powerful hum echoing through the alley and noticeably vibrating the surface of a nearby puddle. The camera’s relentless, swirling movement, combined with the pulsating light and resonant hum, creates a mesmerizing and disorienting futuristic spectacle, capturing the otherworldly power of this strange, living artifact in a surreal, hypnotic dance of light and movement.", + "seed": 16384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_12/index_6212_seed_16384_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.47225586967542765, + "vlm_logprob": -0.47225586967542765, + "vlm_yes_no_margin": 2.000000011920929, + "vlm_token_credit": -0.47225586967542765, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6324827075004578 + ], + "opposite_logprob_tokens": [ + -1.0074827671051025 + ], + "logprob_reward": -0.6324827075004578, + "yes_no_margin_reward": 0.3750000596046448, + "token_credit_reward": -0.6324827075004578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.262969434261322, + 0.07009813189506531, + 0.0512106828391552, + 0.05331437662243843, + 0.08708884567022324, + 0.10058677941560745, + 0.097601979970932, + 0.06997029483318329, + 0.052948836237192154, + 0.15421071648597717 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.6324827075004578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005430221557617 + ], + "opposite_logprob_tokens": [ + -0.2255430668592453 + ], + "logprob_reward": -1.6005430221557617, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005430221557617, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1863759607076645, + 0.06735426187515259, + 0.11248289048671722, + 0.06522294133901596, + 0.043069686740636826, + 0.06357815861701965, + 0.04453597962856293, + 0.07047151774168015, + 0.07221418619155884, + 0.27469441294670105 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -1.6005430221557617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207573413848877 + ], + "opposite_logprob_tokens": [ + -2.812075614929199 + ], + "logprob_reward": -0.06207573413848877, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207573413848877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3328452408313751, + 0.08509428054094315, + 0.08382468670606613, + 0.047768425196409225, + 0.03307810798287392, + 0.10222292691469193, + 0.0821373388171196, + 0.04567275196313858, + 0.06195205822587013, + 0.1254042237997055 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.06207573413848877 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207965314388275 + ], + "opposite_logprob_tokens": [ + -2.812079668045044 + ], + "logprob_reward": -0.06207965314388275, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207965314388275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1480632871389389, + 0.04321758449077606, + 0.04532058537006378, + 0.03943471238017082, + 0.10450157523155212, + 0.0842336118221283, + 0.12007007002830505, + 0.09961496293544769, + 0.10070345550775528, + 0.2148401439189911 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.06207965314388275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098231438547373 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098231438547373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098231438547373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14807499945163727, + 0.0948890745639801, + 0.045720238238573074, + 0.05071290209889412, + 0.05957161262631416, + 0.12101776152849197, + 0.08780603110790253, + 0.1585070788860321, + 0.10587570816278458, + 0.12782451510429382 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.004098231438547373 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dazzling low-angle shot begins as the camera pans rapidly, continuously, in a 360-degree orbit around a central anomaly within a narrow, rain-slicked alley. The wet asphalt and grimy, dark brick walls shimmer with chaotic light reflected from flickering holographic neon signs, casting vibrant shades of cyan, purple, and electric yellow into deep, damp shadows where steam rises from grates. At the center of this rotating frame, a strange, bioluminescent vine has taken root, its thick, rubbery tendrils clinging to the rotting brickwork. The plant's leaves are a deep, unnatural indigo, bearing clusters of obsidian-like berries that appear almost metallic. An ethereal, inner cyan light pulses rhythmically from within the plant, like a slow, powerful heartbeat, causing the dark berries to glow intensely from within. With each pulse of light, the entire plant trembles in sync, a low, powerful hum echoing through the alley and noticeably vibrating the surface of a nearby puddle. The camera’s relentless, swirling movement, combined with the pulsating light and resonant hum, creates a mesmerizing and disorienting futuristic spectacle, capturing the otherworldly power of this strange, living artifact in a surreal, hypnotic dance of light and movement.", + "seed": 16385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_12/index_6212_seed_16385_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11976680187508464, + "vlm_logprob": -0.11976680187508464, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.11976680187508464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24186670780181885 + ], + "opposite_logprob_tokens": [ + -1.8668667078018188 + ], + "logprob_reward": -0.24186670780181885, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.24186670780181885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24811120331287384, + 0.1137222871184349, + 0.04036754369735718, + 0.06846434623003006, + 0.1055697575211525, + 0.051662422716617584, + 0.03254713863134384, + 0.0813339427113533, + 0.13346950709819794, + 0.12475187331438065 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.24186670780181885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25214797258377075 + ], + "opposite_logprob_tokens": [ + -1.502147912979126 + ], + "logprob_reward": -0.25214797258377075, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25214797258377075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08710698038339615, + 0.09441082179546356, + 0.05283459275960922, + 0.02850830927491188, + 0.030763378366827965, + 0.05087785795331001, + 0.03349006548523903, + 0.08716680109500885, + 0.2656475305557251, + 0.2691936790943146 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.25214797258377075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206576153635979 + ], + "opposite_logprob_tokens": [ + -2.812065839767456 + ], + "logprob_reward": -0.06206576153635979, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206576153635979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07898341119289398, + 0.12210384011268616, + 0.2116718292236328, + 0.034730516374111176, + 0.12042005360126495, + 0.06547601521015167, + 0.04076196253299713, + 0.08041814714670181, + 0.11433855444192886, + 0.13109558820724487 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.06206576153635979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381123311817646 + ], + "opposite_logprob_tokens": [ + -3.2881124019622803 + ], + "logprob_reward": -0.0381123311817646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381123311817646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15830184519290924, + 0.08872603625059128, + 0.16997931897640228, + 0.05727127566933632, + 0.04804333299398422, + 0.1313217133283615, + 0.041002701967954636, + 0.08921206742525101, + 0.07807076722383499, + 0.1380709558725357 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0381123311817646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641236271709204 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004641236271709204, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641236271709204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14329306781291962, + 0.1317538172006607, + 0.06278297305107117, + 0.07548201829195023, + 0.10382423549890518, + 0.05659245699644089, + 0.038539715111255646, + 0.06326018273830414, + 0.1253797709941864, + 0.19909171760082245 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.004641236271709204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dazzling low-angle shot begins as the camera pans rapidly, continuously, in a 360-degree orbit around a central anomaly within a narrow, rain-slicked alley. The wet asphalt and grimy, dark brick walls shimmer with chaotic light reflected from flickering holographic neon signs, casting vibrant shades of cyan, purple, and electric yellow into deep, damp shadows where steam rises from grates. At the center of this rotating frame, a strange, bioluminescent vine has taken root, its thick, rubbery tendrils clinging to the rotting brickwork. The plant's leaves are a deep, unnatural indigo, bearing clusters of obsidian-like berries that appear almost metallic. An ethereal, inner cyan light pulses rhythmically from within the plant, like a slow, powerful heartbeat, causing the dark berries to glow intensely from within. With each pulse of light, the entire plant trembles in sync, a low, powerful hum echoing through the alley and noticeably vibrating the surface of a nearby puddle. The camera’s relentless, swirling movement, combined with the pulsating light and resonant hum, creates a mesmerizing and disorienting futuristic spectacle, capturing the otherworldly power of this strange, living artifact in a surreal, hypnotic dance of light and movement.", + "seed": 16386, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_12/index_6212_seed_16386_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19340777695178984, + "vlm_logprob": -0.19340777695178984, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.19340777695178984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2308478057384491 + ], + "opposite_logprob_tokens": [ + -1.9808478355407715 + ], + "logprob_reward": -0.2308478057384491, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.2308478057384491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5362675786018372, + 0.0244928989559412, + 0.030411338433623314, + 0.04704448953270912, + 0.05146743357181549, + 0.06714025139808655, + 0.030321180820465088, + 0.05328020453453064, + 0.05647866800427437, + 0.10309597849845886 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.2308478057384491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328136324882507 + ], + "opposite_logprob_tokens": [ + -0.7578136324882507 + ], + "logprob_reward": -0.6328136324882507, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328136324882507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07801813632249832, + 0.03380996361374855, + 0.025172971189022064, + 0.021558495238423347, + 0.049513187259435654, + 0.05418844521045685, + 0.10501044243574142, + 0.44012683629989624, + 0.034989237785339355, + 0.15761229395866394 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.6328136324882507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038119908422231674 + ], + "opposite_logprob_tokens": [ + -3.2881197929382324 + ], + "logprob_reward": -0.038119908422231674, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038119908422231674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05560104548931122, + 0.07463866472244263, + 0.025338362902402878, + 0.03515671566128731, + 0.05022462457418442, + 0.03758806735277176, + 0.07910118252038956, + 0.17469587922096252, + 0.2285754233598709, + 0.2390800267457962 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.038119908422231674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206318736076355 + ], + "opposite_logprob_tokens": [ + -2.812063217163086 + ], + "logprob_reward": -0.06206318736076355, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206318736076355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09683504700660706, + 0.09354179352521896, + 0.05280493572354317, + 0.058198876678943634, + 0.04870116710662842, + 0.04957010969519615, + 0.08565632998943329, + 0.14235129952430725, + 0.2759483754634857, + 0.09639211744070053 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.06206318736076355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a continuous 360-degree orbit around a central object?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central object a bioluminescent vine with thick, rubbery tendrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the plant's leaves appear deep indigo with clusters of obsidian-like berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the plant emit an inner cyan light that causes it to tremble and vibrate a nearby puddle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031943507492542267 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.0031943507492542267, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031943507492542267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23510897159576416, + 0.05114779621362686, + 0.04260043799877167, + 0.06681612879037857, + 0.07735150307416916, + 0.06108750030398369, + 0.05163966864347458, + 0.20290549099445343, + 0.08958350121974945, + 0.12175904959440231 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0031943507492542267 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_13/index_tensor([5233, 5233])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_13/index_tensor([5233, 5233])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..35c0485d78b6a7f2b74fb2f0f8814222404c4190 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_13/index_tensor([5233, 5233])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level wide-angle shot remains perfectly focused on a dark, infinite void, where a flat, deep cyan blueprint lies. On its matte, paper-like surface, a complex two-dimensional plan is drawn with thin, glowing white lines. Soft pulses of light emanate from the lines before they begin to sprout upward in a mesmerizing, organic order. Pure, brilliant strands of light emanate vertically from the blueprint, gracefully rising, weaving and interlocking, methodically constructing a three-dimensional skeletal framework. The structure rapidly grows in complexity, with glowing trusses, ethereal walls, and intricate geometric patterns branching and connecting to form a multi-layered architectural marvel composed of pure energy. The seamless growth culminates in a fully formed, complex structure, which emanates a steady, calm glow, casting soft ambient light and subtle reflections onto the blueprint surface below, creating an atmosphere of focused, futuristic digital creation and innovation.", + "seed": 16421, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_13/index_5233_seed_16421_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15482479156344198, + "vlm_logprob": -0.15482479156344198, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.15482479156344198, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7630791664123535 + ], + "opposite_logprob_tokens": [ + -0.6380791664123535 + ], + "logprob_reward": -0.7630791664123535, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7630791664123535, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12529538571834564, + 0.055195365101099014, + 0.022362982854247093, + 0.06901667267084122, + 0.04557265713810921, + 0.02091650478541851, + 0.06175481155514717, + 0.032791417092084885, + 0.015325195156037807, + 0.5517690181732178 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.7630791664123535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958887282758951 + ], + "opposite_logprob_tokens": [ + -5.1309590339660645 + ], + "logprob_reward": -0.005958887282758951, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958887282758951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.602871835231781, + 0.040689725428819656, + 0.03134835883975029, + 0.05423913151025772, + 0.02333601750433445, + 0.04664764180779457, + 0.038095083087682724, + 0.04236602410674095, + 0.02584044262766838, + 0.0945657268166542 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.005958887282758951 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00043847484630532563 + ], + "opposite_logprob_tokens": [ + -7.750438690185547 + ], + "logprob_reward": -0.00043847484630532563, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00043847484630532563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06873524188995361, + 0.0185655876994133, + 0.022122638300061226, + 0.007597469724714756, + 0.022946463897824287, + 0.03500921651721001, + 0.06718894094228745, + 0.13336092233657837, + 0.032226912677288055, + 0.5922465920448303 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.00043847484630532563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000558220490347594 + ], + "opposite_logprob_tokens": [ + -7.500558376312256 + ], + "logprob_reward": -0.000558220490347594, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.000558220490347594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037354979664087296, + 0.01660168543457985, + 0.007404360454529524, + 0.027746379375457764, + 0.019611069932579994, + 0.008498826995491982, + 0.04628891870379448, + 0.1455688774585724, + 0.0336630754172802, + 0.6572617888450623 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.000558220490347594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089208785444498 + ], + "opposite_logprob_tokens": [ + -5.50408935546875 + ], + "logprob_reward": -0.004089208785444498, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089208785444498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025192324072122574, + 0.014667701907455921, + 0.007249247748404741, + 0.03905053436756134, + 0.014092626050114632, + 0.1560623049736023, + 0.03098364733159542, + 0.01898416504263878, + 0.019439922645688057, + 0.6742775440216064 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.004089208785444498 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot remains perfectly focused on a dark, infinite void, where a flat, deep cyan blueprint lies. On its matte, paper-like surface, a complex two-dimensional plan is drawn with thin, glowing white lines. Soft pulses of light emanate from the lines before they begin to sprout upward in a mesmerizing, organic order. Pure, brilliant strands of light emanate vertically from the blueprint, gracefully rising, weaving and interlocking, methodically constructing a three-dimensional skeletal framework. The structure rapidly grows in complexity, with glowing trusses, ethereal walls, and intricate geometric patterns branching and connecting to form a multi-layered architectural marvel composed of pure energy. The seamless growth culminates in a fully formed, complex structure, which emanates a steady, calm glow, casting soft ambient light and subtle reflections onto the blueprint surface below, creating an atmosphere of focused, futuristic digital creation and innovation.", + "seed": 16422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_13/index_5233_seed_16422_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07213372419937514, + "vlm_logprob": -0.07213372419937514, + "vlm_yes_no_margin": 5.7, + "vlm_token_credit": -0.07213372419937514, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3538750112056732 + ], + "opposite_logprob_tokens": [ + -1.2288750410079956 + ], + "logprob_reward": -0.3538750112056732, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3538750112056732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2729246914386749, + 0.1417963057756424, + 0.06039758399128914, + 0.0799068957567215, + 0.038473013788461685, + 0.035660866647958755, + 0.33569714426994324, + 0.01394904125481844, + 0.012520925141870975, + 0.0086735924705863 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.3538750112056732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013381821336224675 + ], + "opposite_logprob_tokens": [ + -6.626338005065918 + ], + "logprob_reward": -0.0013381821336224675, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013381821336224675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3870126008987427, + 0.14869453012943268, + 0.06822734326124191, + 0.054970234632492065, + 0.0305904820561409, + 0.05124427378177643, + 0.16048233211040497, + 0.03726442903280258, + 0.03730161488056183, + 0.024212144315242767 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0013381821336224675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003880701260641217 + ], + "opposite_logprob_tokens": [ + -7.875388145446777 + ], + "logprob_reward": -0.0003880701260641217, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0003880701260641217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29400134086608887, + 0.11387097090482712, + 0.050119224935770035, + 0.053230151534080505, + 0.06072746217250824, + 0.046633101999759674, + 0.2520652413368225, + 0.060769665986299515, + 0.03589273989200592, + 0.03269006311893463 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0003880701260641217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004353767435532063 + ], + "opposite_logprob_tokens": [ + -7.7504353523254395 + ], + "logprob_reward": -0.0004353767435532063, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004353767435532063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16126520931720734, + 0.15108714997768402, + 0.0429786741733551, + 0.061490390449762344, + 0.0947798416018486, + 0.04657673090696335, + 0.24691864848136902, + 0.0674363523721695, + 0.028201516717672348, + 0.0992654338479042 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0004353767435532063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631980787962675 + ], + "opposite_logprob_tokens": [ + -5.379631996154785 + ], + "logprob_reward": -0.004631980787962675, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631980787962675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.271617591381073, + 0.097666896879673, + 0.08160809427499771, + 0.049857307225465775, + 0.04492654651403427, + 0.1465383917093277, + 0.08117292821407318, + 0.10552193969488144, + 0.04366793483495712, + 0.07742246985435486 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.004631980787962675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot remains perfectly focused on a dark, infinite void, where a flat, deep cyan blueprint lies. On its matte, paper-like surface, a complex two-dimensional plan is drawn with thin, glowing white lines. Soft pulses of light emanate from the lines before they begin to sprout upward in a mesmerizing, organic order. Pure, brilliant strands of light emanate vertically from the blueprint, gracefully rising, weaving and interlocking, methodically constructing a three-dimensional skeletal framework. The structure rapidly grows in complexity, with glowing trusses, ethereal walls, and intricate geometric patterns branching and connecting to form a multi-layered architectural marvel composed of pure energy. The seamless growth culminates in a fully formed, complex structure, which emanates a steady, calm glow, casting soft ambient light and subtle reflections onto the blueprint surface below, creating an atmosphere of focused, futuristic digital creation and innovation.", + "seed": 16423, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_13/index_5233_seed_16423_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08097609305987134, + "vlm_logprob": -0.08097609305987134, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.08097609305987134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3928672969341278 + ], + "opposite_logprob_tokens": [ + -1.1428673267364502 + ], + "logprob_reward": -0.3928672969341278, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3928672969341278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13567247986793518, + 0.11341118067502975, + 0.02179376780986786, + 0.0935749039053917, + 0.06892360746860504, + 0.23760820925235748, + 0.048202600330114365, + 0.22478865087032318, + 0.041930828243494034, + 0.01409376785159111 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.3928672969341278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031986285466700792 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031986285466700792, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031986285466700792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3408631682395935, + 0.1392030566930771, + 0.07333241403102875, + 0.10373219847679138, + 0.1258387267589569, + 0.07041296362876892, + 0.039022576063871384, + 0.06280744820833206, + 0.02370057813823223, + 0.02108689956367016 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0031986285466700792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006345880683511496 + ], + "opposite_logprob_tokens": [ + -7.375634670257568 + ], + "logprob_reward": -0.0006345880683511496, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006345880683511496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08655500411987305, + 0.13001547753810883, + 0.12344741076231003, + 0.22022570669651031, + 0.12151695042848587, + 0.15225516259670258, + 0.058037687093019485, + 0.03135370835661888, + 0.036027416586875916, + 0.040565405040979385 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.0006345880683511496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005579821881838143 + ], + "opposite_logprob_tokens": [ + -7.500557899475098 + ], + "logprob_reward": -0.0005579821881838143, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005579821881838143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07126743346452713, + 0.10428554564714432, + 0.11187519133090973, + 0.06598920375108719, + 0.1485658884048462, + 0.16997958719730377, + 0.09666844457387924, + 0.1418331414461136, + 0.030020546168088913, + 0.05951497703790665 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.0005579821881838143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621969562023878 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621969562023878, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621969562023878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08678757399320602, + 0.05142166092991829, + 0.10239880532026291, + 0.2983916699886322, + 0.1539771407842636, + 0.1453600376844406, + 0.02786693349480629, + 0.04785488545894623, + 0.026412388309836388, + 0.05952896922826767 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.007621969562023878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot remains perfectly focused on a dark, infinite void, where a flat, deep cyan blueprint lies. On its matte, paper-like surface, a complex two-dimensional plan is drawn with thin, glowing white lines. Soft pulses of light emanate from the lines before they begin to sprout upward in a mesmerizing, organic order. Pure, brilliant strands of light emanate vertically from the blueprint, gracefully rising, weaving and interlocking, methodically constructing a three-dimensional skeletal framework. The structure rapidly grows in complexity, with glowing trusses, ethereal walls, and intricate geometric patterns branching and connecting to form a multi-layered architectural marvel composed of pure energy. The seamless growth culminates in a fully formed, complex structure, which emanates a steady, calm glow, casting soft ambient light and subtle reflections onto the blueprint surface below, creating an atmosphere of focused, futuristic digital creation and innovation.", + "seed": 16424, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_13/index_5233_seed_16424_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08198649153346196, + "vlm_logprob": -0.08198649153346196, + "vlm_yes_no_margin": 5.45, + "vlm_token_credit": -0.08198649153346196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4012657701969147 + ], + "opposite_logprob_tokens": [ + -1.1512657403945923 + ], + "logprob_reward": -0.4012657701969147, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.4012657701969147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32204750180244446, + 0.03652026504278183, + 0.37639161944389343, + 0.028291231021285057, + 0.012676219455897808, + 0.027702968567609787, + 0.05605253949761391, + 0.08297629654407501, + 0.01419260073453188, + 0.04314868524670601 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.4012657701969147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107373300939798 + ], + "opposite_logprob_tokens": [ + -5.504107475280762 + ], + "logprob_reward": -0.004107373300939798, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107373300939798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10701884329319, + 0.05074296146631241, + 0.43372440338134766, + 0.0457952506840229, + 0.013006241992115974, + 0.0735379010438919, + 0.04989905282855034, + 0.10738562792539597, + 0.03515063226222992, + 0.08373907208442688 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.004107373300939798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003897384158335626 + ], + "opposite_logprob_tokens": [ + -7.875389575958252 + ], + "logprob_reward": -0.0003897384158335626, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0003897384158335626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6229562163352966, + 0.031960587948560715, + 0.11603613197803497, + 0.02595444582402706, + 0.0557638481259346, + 0.03194877505302429, + 0.020180683583021164, + 0.033921174705028534, + 0.018502740189433098, + 0.04277534782886505 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0003897384158335626 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005586970364674926 + ], + "opposite_logprob_tokens": [ + -7.500558853149414 + ], + "logprob_reward": -0.0005586970364674926, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005586970364674926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8143566846847534, + 0.015193147584795952, + 0.023428581655025482, + 0.020536549389362335, + 0.012014115229249, + 0.010022779926657677, + 0.030370207503437996, + 0.03160547837615013, + 0.015094421803951263, + 0.02737807109951973 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0005586970364674926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, infinite void with a flat, deep cyan blueprint surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do thin, glowing white lines on the blueprint sprout upward to form a three-dimensional skeletal framework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the resulting structure consist of glowing trusses, ethereal walls, and intricate geometric patterns made of pure energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final structure cast soft ambient light and subtle reflections onto the blueprint surface below?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036108787171542645 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.0036108787171542645, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036108787171542645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5697930455207825, + 0.01409093476831913, + 0.1141030564904213, + 0.04230649024248123, + 0.04783771187067032, + 0.018476026132702827, + 0.05568905547261238, + 0.0956132635474205, + 0.020594798028469086, + 0.02149563655257225 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0036108787171542645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_14/index_tensor([7535, 7535])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_14/index_tensor([7535, 7535])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a7f88f6907fd8a866462cc967ae7c9dd59851a30 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_14/index_tensor([7535, 7535])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene is a living, turbulent painting, captured as the camera begins with a steady, relentless wide-angle shot, capturing the heart of the storm. The sky is a turbulent swirl of deep indigo, Prussian blue, and carbon black, the clouds moving not like vapor but like thick, sculptural brushstrokes you can almost feel. Suddenly, a jagged path of lightning flashes violently, repeatedly tearing a brilliant, white-hot crack across the dark canvas. Each intermittent flash is a convulsive burst of pure energy, momentarily and dramatically illuminating the chaotic scene. Intense, fleeting light captures the high ridges and deep valleys thickly coated in paint, revealing the raw texture of the storm clouds and casting sharp, shifting shadows. Below, the torrential downpour is depicted as countless shimmering diagonal lines of translucent paint, each capturing a momentary burst of intense light. As the camera continues its steady, forward motion, it inexorably presses closer to the chaotic center of the thunderstorm, magnifying painterly details and immersing the viewer in the overwhelming, violent, and beautiful power of the painted storm.", + "seed": 23938, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_14/index_7535_seed_23938_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07008004719391465, + "vlm_logprob": -0.07008004719391465, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.07008004719391465, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2272682636976242 + ], + "opposite_logprob_tokens": [ + -1.6022682189941406 + ], + "logprob_reward": -0.2272682636976242, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2272682636976242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18997076153755188, + 0.06901774555444717, + 0.055243417620658875, + 0.08120134472846985, + 0.18080715835094452, + 0.1594853550195694, + 0.07527653872966766, + 0.053064245730638504, + 0.0332089439034462, + 0.10272447764873505 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.2272682636976242 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003200886305421591 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.003200886305421591, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003200886305421591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16517402231693268, + 0.19786839187145233, + 0.04415499418973923, + 0.04327698424458504, + 0.023610001429915428, + 0.05937328562140465, + 0.2046412229537964, + 0.050561849027872086, + 0.10950155556201935, + 0.10183770209550858 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.003200886305421591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632971741259098 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007632971741259098, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632971741259098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03567565977573395, + 0.07302361726760864, + 0.02159721404314041, + 0.04808301851153374, + 0.5646422505378723, + 0.06567482650279999, + 0.022702453657984734, + 0.049462080001831055, + 0.07889372110366821, + 0.04024522006511688 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.007632971741259098 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328667603433132 + ], + "opposite_logprob_tokens": [ + -3.7732865810394287 + ], + "logprob_reward": -0.02328667603433132, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328667603433132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07070280611515045, + 0.07055404782295227, + 0.02708866447210312, + 0.1205572709441185, + 0.512529730796814, + 0.03764645755290985, + 0.06343518197536469, + 0.020219583064317703, + 0.0468616709113121, + 0.030404500663280487 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.02328667603433132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901143819093704 + ], + "opposite_logprob_tokens": [ + -2.4640114307403564 + ], + "logprob_reward": -0.08901143819093704, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901143819093704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08464153110980988, + 0.06475511938333511, + 0.017946023494005203, + 0.032205980271101, + 0.2733629643917084, + 0.09409008175134659, + 0.045726336538791656, + 0.0324811115860939, + 0.2952192425727844, + 0.05957164987921715 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.08901143819093704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene is a living, turbulent painting, captured as the camera begins with a steady, relentless wide-angle shot, capturing the heart of the storm. The sky is a turbulent swirl of deep indigo, Prussian blue, and carbon black, the clouds moving not like vapor but like thick, sculptural brushstrokes you can almost feel. Suddenly, a jagged path of lightning flashes violently, repeatedly tearing a brilliant, white-hot crack across the dark canvas. Each intermittent flash is a convulsive burst of pure energy, momentarily and dramatically illuminating the chaotic scene. Intense, fleeting light captures the high ridges and deep valleys thickly coated in paint, revealing the raw texture of the storm clouds and casting sharp, shifting shadows. Below, the torrential downpour is depicted as countless shimmering diagonal lines of translucent paint, each capturing a momentary burst of intense light. As the camera continues its steady, forward motion, it inexorably presses closer to the chaotic center of the thunderstorm, magnifying painterly details and immersing the viewer in the overwhelming, violent, and beautiful power of the painted storm.", + "seed": 23939, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_14/index_7535_seed_23939_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.193043066537939, + "vlm_logprob": -0.193043066537939, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.193043066537939, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8270742893218994 + ], + "opposite_logprob_tokens": [ + -0.5770742893218994 + ], + "logprob_reward": -0.8270742893218994, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8270742893218994, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1708133965730667, + 0.05336521565914154, + 0.050254788249731064, + 0.09574893116950989, + 0.032474782317876816, + 0.06922969967126846, + 0.29687950015068054, + 0.060343291610479355, + 0.08983675390481949, + 0.08105358481407166 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.8270742893218994 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004112122114747763 + ], + "opposite_logprob_tokens": [ + -5.504112243652344 + ], + "logprob_reward": -0.004112122114747763, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004112122114747763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23557378351688385, + 0.08783359080553055, + 0.046330180019140244, + 0.07520200312137604, + 0.045643918216228485, + 0.05513344705104828, + 0.20033101737499237, + 0.08828872442245483, + 0.08238605409860611, + 0.08327724039554596 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.004112122114747763 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019456282025203109 + ], + "opposite_logprob_tokens": [ + -6.251945495605469 + ], + "logprob_reward": -0.0019456282025203109, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019456282025203109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16311469674110413, + 0.1172587126493454, + 0.06467031687498093, + 0.11876215785741806, + 0.06802267581224442, + 0.07402688264846802, + 0.16747015714645386, + 0.05848277732729912, + 0.03854786232113838, + 0.12964369356632233 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0019456282025203109 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430646575987339 + ], + "opposite_logprob_tokens": [ + -3.168064594268799 + ], + "logprob_reward": -0.0430646575987339, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430646575987339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09005074948072433, + 0.05424011871218681, + 0.028910012915730476, + 0.06672093272209167, + 0.03275107964873314, + 0.03751398250460625, + 0.5200591683387756, + 0.040003202855587006, + 0.05843251198530197, + 0.0713181421160698 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0430646575987339 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901863545179367 + ], + "opposite_logprob_tokens": [ + -2.4640185832977295 + ], + "logprob_reward": -0.08901863545179367, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901863545179367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09272672981023788, + 0.12355993688106537, + 0.06024234741926193, + 0.05810105800628662, + 0.061410680413246155, + 0.07879416644573212, + 0.32712632417678833, + 0.040572088211774826, + 0.09313008189201355, + 0.06433658301830292 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.08901863545179367 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene is a living, turbulent painting, captured as the camera begins with a steady, relentless wide-angle shot, capturing the heart of the storm. The sky is a turbulent swirl of deep indigo, Prussian blue, and carbon black, the clouds moving not like vapor but like thick, sculptural brushstrokes you can almost feel. Suddenly, a jagged path of lightning flashes violently, repeatedly tearing a brilliant, white-hot crack across the dark canvas. Each intermittent flash is a convulsive burst of pure energy, momentarily and dramatically illuminating the chaotic scene. Intense, fleeting light captures the high ridges and deep valleys thickly coated in paint, revealing the raw texture of the storm clouds and casting sharp, shifting shadows. Below, the torrential downpour is depicted as countless shimmering diagonal lines of translucent paint, each capturing a momentary burst of intense light. As the camera continues its steady, forward motion, it inexorably presses closer to the chaotic center of the thunderstorm, magnifying painterly details and immersing the viewer in the overwhelming, violent, and beautiful power of the painted storm.", + "seed": 23940, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_14/index_7535_seed_23940_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2605131118558347, + "vlm_logprob": -0.2605131118558347, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.2605131118558347, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974824845790863 + ], + "opposite_logprob_tokens": [ + -0.47482484579086304 + ], + "logprob_reward": -0.974824845790863, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974824845790863, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08718404918909073, + 0.19460278749465942, + 0.2836110293865204, + 0.03910589590668678, + 0.16979867219924927, + 0.029943369328975677, + 0.0723956748843193, + 0.0465235635638237, + 0.023656344041228294, + 0.05317861959338188 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.974824845790863 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020611152052879333 + ], + "opposite_logprob_tokens": [ + -3.895611047744751 + ], + "logprob_reward": -0.020611152052879333, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020611152052879333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0933217778801918, + 0.09286757558584213, + 0.15991808474063873, + 0.07399734109640121, + 0.2856789231300354, + 0.07863768190145493, + 0.05892375484108925, + 0.06307212263345718, + 0.01752110943198204, + 0.0760616585612297 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.020611152052879333 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258656572550535 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258656572550535, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258656572550535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09525415301322937, + 0.12554781138896942, + 0.12469413876533508, + 0.08062875270843506, + 0.04211099445819855, + 0.03985120356082916, + 0.2034967690706253, + 0.1168147474527359, + 0.045381464064121246, + 0.1262199431657791 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.005258656572550535 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032444447278976 + ], + "opposite_logprob_tokens": [ + -2.3503243923187256 + ], + "logprob_reward": -0.10032444447278976, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032444447278976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08024758100509644, + 0.20792531967163086, + 0.05825561285018921, + 0.049558598548173904, + 0.25558337569236755, + 0.035840876400470734, + 0.09110894799232483, + 0.07312408834695816, + 0.08065024763345718, + 0.06770528852939606 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.10032444447278976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154646039009094 + ], + "opposite_logprob_tokens": [ + -1.7015464305877686 + ], + "logprob_reward": -0.20154646039009094, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154646039009094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07282384485006332, + 0.06140408664941788, + 0.1875208616256714, + 0.08044277876615524, + 0.1173439472913742, + 0.06115907430648804, + 0.08539436012506485, + 0.06840367615222931, + 0.03468294069170952, + 0.23082438111305237 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.20154646039009094 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene is a living, turbulent painting, captured as the camera begins with a steady, relentless wide-angle shot, capturing the heart of the storm. The sky is a turbulent swirl of deep indigo, Prussian blue, and carbon black, the clouds moving not like vapor but like thick, sculptural brushstrokes you can almost feel. Suddenly, a jagged path of lightning flashes violently, repeatedly tearing a brilliant, white-hot crack across the dark canvas. Each intermittent flash is a convulsive burst of pure energy, momentarily and dramatically illuminating the chaotic scene. Intense, fleeting light captures the high ridges and deep valleys thickly coated in paint, revealing the raw texture of the storm clouds and casting sharp, shifting shadows. Below, the torrential downpour is depicted as countless shimmering diagonal lines of translucent paint, each capturing a momentary burst of intense light. As the camera continues its steady, forward motion, it inexorably presses closer to the chaotic center of the thunderstorm, magnifying painterly details and immersing the viewer in the overwhelming, violent, and beautiful power of the painted storm.", + "seed": 23941, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_14/index_7535_seed_23941_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2345202038064599, + "vlm_logprob": -0.2345202038064599, + "vlm_yes_no_margin": 2.949999976158142, + "vlm_token_credit": -0.2345202038064599, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9747277498245239 + ], + "opposite_logprob_tokens": [ + -0.4747277498245239 + ], + "logprob_reward": -0.9747277498245239, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9747277498245239, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1052723377943039, + 0.06821344047784805, + 0.04072391614317894, + 0.04078726842999458, + 0.06749994307756424, + 0.4318084120750427, + 0.0992424413561821, + 0.06886296719312668, + 0.0578332282602787, + 0.019756020978093147 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.9747277498245239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006756081711500883 + ], + "opposite_logprob_tokens": [ + -5.00675630569458 + ], + "logprob_reward": -0.006756081711500883, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006756081711500883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15029333531856537, + 0.15530821681022644, + 0.06287272274494171, + 0.07985379546880722, + 0.08586793392896652, + 0.08559048175811768, + 0.09629764407873154, + 0.1636252999305725, + 0.04678141325712204, + 0.07350917905569077 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.006756081711500883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005261146929115057 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.005261146929115057, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005261146929115057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628100425004959, + 0.18394342064857483, + 0.049514077603816986, + 0.047413770109415054, + 0.04866852983832359, + 0.11222205311059952, + 0.050847284495830536, + 0.21030442416667938, + 0.06575551629066467, + 0.06852083653211594 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.005261146929115057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043069224804639816 + ], + "opposite_logprob_tokens": [ + -3.1680691242218018 + ], + "logprob_reward": -0.043069224804639816, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043069224804639816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15221719443798065, + 0.08980360627174377, + 0.040852490812540054, + 0.1290726363658905, + 0.06440961360931396, + 0.2786813974380493, + 0.08048611134290695, + 0.07594335824251175, + 0.059703193604946136, + 0.02883039601147175 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.043069224804639816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene depicted as a turbulent painting with visible brushstrokes and paint texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sky display a turbulent swirl of deep indigo, Prussian blue, and carbon black colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a jagged path of brilliant white-hot lightning flashing repeatedly across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the downpour depicted as countless shimmering diagonal lines of translucent paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a wide-angle shot and move steadily forward toward the center of the storm?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278681576251984 + ], + "opposite_logprob_tokens": [ + -2.017786741256714 + ], + "logprob_reward": -0.14278681576251984, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14278681576251984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0854106992483139, + 0.17464184761047363, + 0.08164207637310028, + 0.22229057550430298, + 0.07293326407670975, + 0.0729183778166771, + 0.05330982804298401, + 0.16080698370933533, + 0.047540582716464996, + 0.028505779802799225 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.14278681576251984 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_15/index_tensor([9294, 9294])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_15/index_tensor([9294, 9294])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7a693c5b1cfb6cf542f251cea7999b567263598c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_15/index_tensor([9294, 9294])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up shot at eye level captures the hypnotic dance of carbonated water within a tall, clear highball glass filled with sparkling water. The glass rests on a polished, dark gray granite countertop, its intricate pattern of silver and white speckles beautifully distorted and magnified by the crystal-clear liquid and curved base. From the very bottom of the vessel, a dense cloud of tiny bubbles spontaneously forms, rapidly coalescing into a steady vertical stream. Each sphere rises deliberately, its perfectly smooth surface catching the sharp, directed off-camera light, causing it to shimmer like a tiny, rising diamond as it ascends through the still liquid in a continuous, mesmerizing flow. Upon reaching the calm surface, each bubble bursts silently, almost imperceptibly, creating an atmosphere of tranquility and contemplation, underscored only by an implicit, persistent \"fizz,\" creating a visually captivating and serene moment of focus on the pure physics of rebirth.", + "seed": 5777, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_15/index_9294_seed_5777_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06913156099617482, + "vlm_logprob": -0.06913156099617482, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06913156099617482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1280595064163208 + ], + "opposite_logprob_tokens": [ + -2.2530593872070312 + ], + "logprob_reward": -0.1280595064163208, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1280595064163208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07110772281885147, + 0.06706268340349197, + 0.1347593367099762, + 0.22373630106449127, + 0.04666705057024956, + 0.03918551281094551, + 0.060214947909116745, + 0.25215238332748413, + 0.07842139899730682, + 0.026692615821957588 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.1280595064163208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007670354563742876 + ], + "opposite_logprob_tokens": [ + -4.8826704025268555 + ], + "logprob_reward": -0.007670354563742876, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007670354563742876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19119636714458466, + 0.16124218702316284, + 0.09889101982116699, + 0.049386825412511826, + 0.06142665445804596, + 0.12213532626628876, + 0.07816796004772186, + 0.10104302316904068, + 0.06885227560997009, + 0.06765839457511902 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.007670354563742876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043091148138046265 + ], + "opposite_logprob_tokens": [ + -3.168091058731079 + ], + "logprob_reward": -0.043091148138046265, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043091148138046265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10999385267496109, + 0.19993537664413452, + 0.11720320582389832, + 0.23063354194164276, + 0.08460486680269241, + 0.029452962800860405, + 0.05592577904462814, + 0.026350168511271477, + 0.10136400908231735, + 0.04453626647591591 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.043091148138046265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962205585092306 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962205585092306, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962205585092306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1697102189064026, + 0.03480508551001549, + 0.05521979555487633, + 0.22016680240631104, + 0.03551951423287392, + 0.03334161639213562, + 0.08126877248287201, + 0.040770888328552246, + 0.06301393359899521, + 0.26618334650993347 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.005962205585092306 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16087459027767181 + ], + "opposite_logprob_tokens": [ + -1.910874605178833 + ], + "logprob_reward": -0.16087459027767181, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16087459027767181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12102533876895905, + 0.05694442242383957, + 0.10224130004644394, + 0.23950476944446564, + 0.04006640985608101, + 0.03626493364572525, + 0.0950240045785904, + 0.09684499353170395, + 0.06869111955165863, + 0.14339269697666168 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.16087459027767181 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot at eye level captures the hypnotic dance of carbonated water within a tall, clear highball glass filled with sparkling water. The glass rests on a polished, dark gray granite countertop, its intricate pattern of silver and white speckles beautifully distorted and magnified by the crystal-clear liquid and curved base. From the very bottom of the vessel, a dense cloud of tiny bubbles spontaneously forms, rapidly coalescing into a steady vertical stream. Each sphere rises deliberately, its perfectly smooth surface catching the sharp, directed off-camera light, causing it to shimmer like a tiny, rising diamond as it ascends through the still liquid in a continuous, mesmerizing flow. Upon reaching the calm surface, each bubble bursts silently, almost imperceptibly, creating an atmosphere of tranquility and contemplation, underscored only by an implicit, persistent \"fizz,\" creating a visually captivating and serene moment of focus on the pure physics of rebirth.", + "seed": 5778, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_15/index_9294_seed_5778_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07575807683169841, + "vlm_logprob": -0.07575807683169841, + "vlm_yes_no_margin": 3.074999976158142, + "vlm_token_credit": -0.07575807683169841, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1732679158449173 + ], + "opposite_logprob_tokens": [ + -1.9232679605484009 + ], + "logprob_reward": -0.1732679158449173, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1732679158449173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16144268214702606, + 0.08889265358448029, + 0.09266544878482819, + 0.03280108422040939, + 0.06271094083786011, + 0.08412829041481018, + 0.13028691709041595, + 0.21418604254722595, + 0.09364189952611923, + 0.03924402594566345 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.1732679158449173 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01823892630636692 + ], + "opposite_logprob_tokens": [ + -4.0182390213012695 + ], + "logprob_reward": -0.01823892630636692, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01823892630636692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.209877148270607, + 0.16104651987552643, + 0.10595667362213135, + 0.07582451403141022, + 0.04416699707508087, + 0.08104400336742401, + 0.03552446514368057, + 0.16159917414188385, + 0.0985075831413269, + 0.026452934369444847 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01823892630636692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822273179888725 + ], + "opposite_logprob_tokens": [ + -3.52982234954834 + ], + "logprob_reward": -0.029822273179888725, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822273179888725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15768641233444214, + 0.05129601061344147, + 0.07471398264169693, + 0.14336717128753662, + 0.13662245869636536, + 0.05483376979827881, + 0.17284096777439117, + 0.12064596265554428, + 0.033244941383600235, + 0.0547482930123806 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.029822273179888725 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014218805357813835 + ], + "opposite_logprob_tokens": [ + -4.264218807220459 + ], + "logprob_reward": -0.014218805357813835, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014218805357813835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23276233673095703, + 0.08326969295740128, + 0.0711517259478569, + 0.04856770485639572, + 0.04267163202166557, + 0.05838453769683838, + 0.09344232082366943, + 0.13338114321231842, + 0.13762834668159485, + 0.09874054044485092 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.014218805357813835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1432424634695053 + ], + "opposite_logprob_tokens": [ + -2.018242359161377 + ], + "logprob_reward": -0.1432424634695053, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1432424634695053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1844361424446106, + 0.07367390394210815, + 0.04543233662843704, + 0.055849362164735794, + 0.042721476405858994, + 0.030832592397928238, + 0.09868881851434708, + 0.37927860021591187, + 0.04563676193356514, + 0.043450064957141876 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.1432424634695053 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot at eye level captures the hypnotic dance of carbonated water within a tall, clear highball glass filled with sparkling water. The glass rests on a polished, dark gray granite countertop, its intricate pattern of silver and white speckles beautifully distorted and magnified by the crystal-clear liquid and curved base. From the very bottom of the vessel, a dense cloud of tiny bubbles spontaneously forms, rapidly coalescing into a steady vertical stream. Each sphere rises deliberately, its perfectly smooth surface catching the sharp, directed off-camera light, causing it to shimmer like a tiny, rising diamond as it ascends through the still liquid in a continuous, mesmerizing flow. Upon reaching the calm surface, each bubble bursts silently, almost imperceptibly, creating an atmosphere of tranquility and contemplation, underscored only by an implicit, persistent \"fizz,\" creating a visually captivating and serene moment of focus on the pure physics of rebirth.", + "seed": 5779, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_15/index_9294_seed_5779_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05309995524585247, + "vlm_logprob": -0.05309995524585247, + "vlm_yes_no_margin": 3.5999999761581423, + "vlm_token_credit": -0.05309995524585247, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10603486001491547 + ], + "opposite_logprob_tokens": [ + -2.356034755706787 + ], + "logprob_reward": -0.10603486001491547, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10603486001491547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1499168574810028, + 0.15899083018302917, + 0.1792334020137787, + 0.1540042608976364, + 0.14599308371543884, + 0.04496612027287483, + 0.050309039652347565, + 0.03148948401212692, + 0.026968933641910553, + 0.05812802538275719 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.10603486001491547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014241370372474194 + ], + "opposite_logprob_tokens": [ + -4.2642412185668945 + ], + "logprob_reward": -0.014241370372474194, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014241370372474194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04448193311691284, + 0.11942580342292786, + 0.035467326641082764, + 0.030899101868271828, + 0.06791112571954727, + 0.24520255625247955, + 0.03282540291547775, + 0.07601021975278854, + 0.032840508967638016, + 0.3149360716342926 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.014241370372474194 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091247200965881 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091247200965881, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091247200965881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1396709829568863, + 0.15704190731048584, + 0.048223111778497696, + 0.08417312800884247, + 0.20301373302936554, + 0.18103092908859253, + 0.03330572694540024, + 0.03444981947541237, + 0.04800618439912796, + 0.07108446210622787 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.011091247200965881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748977117240429 + ], + "opposite_logprob_tokens": [ + -5.006749153137207 + ], + "logprob_reward": -0.006748977117240429, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748977117240429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1259678155183792, + 0.16939225792884827, + 0.10955333709716797, + 0.05607714504003525, + 0.07373087108135223, + 0.07850637286901474, + 0.06682730466127396, + 0.13158437609672546, + 0.14395898580551147, + 0.04440156742930412 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.006748977117240429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12738332152366638 + ], + "opposite_logprob_tokens": [ + -2.127383232116699 + ], + "logprob_reward": -0.12738332152366638, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12738332152366638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06893347948789597, + 0.09930849075317383, + 0.05080444738268852, + 0.052286919206380844, + 0.10550336539745331, + 0.13850559294223785, + 0.08927373588085175, + 0.11339379101991653, + 0.14708364009857178, + 0.13490650057792664 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.12738332152366638 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot at eye level captures the hypnotic dance of carbonated water within a tall, clear highball glass filled with sparkling water. The glass rests on a polished, dark gray granite countertop, its intricate pattern of silver and white speckles beautifully distorted and magnified by the crystal-clear liquid and curved base. From the very bottom of the vessel, a dense cloud of tiny bubbles spontaneously forms, rapidly coalescing into a steady vertical stream. Each sphere rises deliberately, its perfectly smooth surface catching the sharp, directed off-camera light, causing it to shimmer like a tiny, rising diamond as it ascends through the still liquid in a continuous, mesmerizing flow. Upon reaching the calm surface, each bubble bursts silently, almost imperceptibly, creating an atmosphere of tranquility and contemplation, underscored only by an implicit, persistent \"fizz,\" creating a visually captivating and serene moment of focus on the pure physics of rebirth.", + "seed": 5780, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_15/index_9294_seed_5780_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07591746160760522, + "vlm_logprob": -0.07591746160760522, + "vlm_yes_no_margin": 3.600000023841858, + "vlm_token_credit": -0.07591746160760522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2113068699836731 + ], + "opposite_logprob_tokens": [ + -1.7113068103790283 + ], + "logprob_reward": -0.2113068699836731, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2113068699836731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31051987409591675, + 0.08353729546070099, + 0.045906417071819305, + 0.06456626206636429, + 0.05778038129210472, + 0.12862664461135864, + 0.06858063489198685, + 0.14362582564353943, + 0.058456405997276306, + 0.038400229066610336 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.2113068699836731 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004124706145375967 + ], + "opposite_logprob_tokens": [ + -5.504124641418457 + ], + "logprob_reward": -0.004124706145375967, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004124706145375967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17618443071842194, + 0.03552846238017082, + 0.14009638130664825, + 0.03171144053339958, + 0.023617399856448174, + 0.04680963605642319, + 0.26978418231010437, + 0.034055549651384354, + 0.1314535140991211, + 0.11075907945632935 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.004124706145375967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085587553679943 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085587553679943, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085587553679943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37165123224258423, + 0.033538997173309326, + 0.03785519674420357, + 0.04023231565952301, + 0.04349781572818756, + 0.08371815830469131, + 0.09350395947694778, + 0.1706790179014206, + 0.08140387386083603, + 0.0439193919301033 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.011085587553679943 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794510900974274 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794510900974274, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794510900974274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16214293241500854, + 0.06364548206329346, + 0.06386148929595947, + 0.035921361297369, + 0.06015075370669365, + 0.07635374367237091, + 0.26171788573265076, + 0.04365553706884384, + 0.04785912483930588, + 0.1846916675567627 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.009794510900974274 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall, clear highball glass filled with sparkling water visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the glass rest on a polished, dark gray granite countertop with silver and white speckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles form at the bottom of the glass and rise in a steady vertical stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the rising bubbles burst silently upon reaching the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14327563345432281 + ], + "opposite_logprob_tokens": [ + -2.018275737762451 + ], + "logprob_reward": -0.14327563345432281, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14327563345432281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.206802099943161, + 0.05039377510547638, + 0.1260681003332138, + 0.036096978932619095, + 0.029837973415851593, + 0.08272675424814224, + 0.2133118212223053, + 0.049606774002313614, + 0.08357753604650497, + 0.12157820910215378 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.14327563345432281 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_2/index_tensor([5222, 5222])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_2/index_tensor([5222, 5222])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8ff02a2ffa63ccfef3ade703a8afd99c9c4f7fc7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_2/index_tensor([5222, 5222])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot captured from a slight overhead angle focuses on a pair of hands, wrinkled and age-spotted, carefully cradling an old dark-wood box. The box's surface, patinated by constant care, is intricately carved with intricate, flowing patterns of curling grasses and flowers. The hands' skin is dry, veins slightly protruding, and their knuckles are thickened from years of hard work, yet their nails are meticulously manicured. Resting on a dark, solid wooden table, a warm, sidelight streams in from outside the frame, clearly outlining the delicate grain of the box and every wrinkle in the hands, creating a rich contrast of light and shadow. While one hand steadily supports the box's base, the fingertips of the other, particularly the lightly calloused index finger, gently and slowly trace the carvings on the lid. This gesture is imbued with concentration and nostalgia, as if revisiting a forgotten memory through touch. The entire scene evokes a tranquil and profoundly nostalgic atmosphere, characterized by warm tones, a slow rhythm, and a sense of storytelling.", + "seed": 27340, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_2/index_5222_seed_27340_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012573969922959805, + "vlm_logprob": -0.012573969922959805, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.012573969922959805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0053613451309502125 + ], + "opposite_logprob_tokens": [ + -5.380361557006836 + ], + "logprob_reward": -0.0053613451309502125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0053613451309502125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3310758173465729, + 0.05702318996191025, + 0.050670791417360306, + 0.2019544094800949, + 0.07384756207466125, + 0.05282948166131973, + 0.028124740347266197, + 0.06067635118961334, + 0.09313371032476425, + 0.05066389590501785 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0053613451309502125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865588616579771 + ], + "opposite_logprob_tokens": [ + -4.758656024932861 + ], + "logprob_reward": -0.00865588616579771, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865588616579771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15395137667655945, + 0.07310455292463303, + 0.09037957340478897, + 0.16075538098812103, + 0.08643583953380585, + 0.0693337619304657, + 0.04783201590180397, + 0.04386433586478233, + 0.04325466603040695, + 0.23108841478824615 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.00865588616579771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634747326374054 + ], + "opposite_logprob_tokens": [ + -3.6513473987579346 + ], + "logprob_reward": -0.02634747326374054, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634747326374054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16158688068389893, + 0.22808299958705902, + 0.053275588899850845, + 0.15951240062713623, + 0.05792295187711716, + 0.0462002232670784, + 0.04575750231742859, + 0.1721397191286087, + 0.029149001464247704, + 0.04637273773550987 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.02634747326374054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019383705221116543 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019383705221116543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019383705221116543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2729238271713257, + 0.19724710285663605, + 0.043921247124671936, + 0.04549381509423256, + 0.04742113873362541, + 0.18554164469242096, + 0.06165901571512222, + 0.047193411737680435, + 0.013740910217165947, + 0.08485788851976395 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0019383705221116543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020566774532198906 + ], + "opposite_logprob_tokens": [ + -3.895566701889038 + ], + "logprob_reward": -0.020566774532198906, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020566774532198906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5322677493095398, + 0.03784218430519104, + 0.0354684516787529, + 0.050520651042461395, + 0.042271919548511505, + 0.0522194430232048, + 0.08998400717973709, + 0.027146117761731148, + 0.01424909383058548, + 0.11803041398525238 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.020566774532198906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot captured from a slight overhead angle focuses on a pair of hands, wrinkled and age-spotted, carefully cradling an old dark-wood box. The box's surface, patinated by constant care, is intricately carved with intricate, flowing patterns of curling grasses and flowers. The hands' skin is dry, veins slightly protruding, and their knuckles are thickened from years of hard work, yet their nails are meticulously manicured. Resting on a dark, solid wooden table, a warm, sidelight streams in from outside the frame, clearly outlining the delicate grain of the box and every wrinkle in the hands, creating a rich contrast of light and shadow. While one hand steadily supports the box's base, the fingertips of the other, particularly the lightly calloused index finger, gently and slowly trace the carvings on the lid. This gesture is imbued with concentration and nostalgia, as if revisiting a forgotten memory through touch. The entire scene evokes a tranquil and profoundly nostalgic atmosphere, characterized by warm tones, a slow rhythm, and a sense of storytelling.", + "seed": 27341, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_2/index_5222_seed_27341_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015165683627128602, + "vlm_logprob": -0.015165683627128602, + "vlm_yes_no_margin": 4.649999952316284, + "vlm_token_credit": -0.015165683627128602, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010829840786755085 + ], + "opposite_logprob_tokens": [ + -4.635829925537109 + ], + "logprob_reward": -0.010829840786755085, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010829840786755085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13108013570308685, + 0.16817563772201538, + 0.12681570649147034, + 0.15967874228954315, + 0.08100729435682297, + 0.06199982762336731, + 0.04857202619314194, + 0.0647762194275856, + 0.08055178821086884, + 0.07734262943267822 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.010829840786755085 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029829099774360657 + ], + "opposite_logprob_tokens": [ + -3.5298290252685547 + ], + "logprob_reward": -0.029829099774360657, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029829099774360657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12459664046764374, + 0.0641360729932785, + 0.12359216809272766, + 0.15903350710868835, + 0.17787854373455048, + 0.0333109050989151, + 0.04610622301697731, + 0.038796309381723404, + 0.05798458307981491, + 0.17456497251987457 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.029829099774360657 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073176637291908 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.016073176637291908, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073176637291908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0967480018734932, + 0.06229480728507042, + 0.15899138152599335, + 0.2026629000902176, + 0.16849878430366516, + 0.07061751931905746, + 0.07624823600053787, + 0.04879296198487282, + 0.05310036242008209, + 0.062045078724622726 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.016073176637291908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009204680100083351 + ], + "opposite_logprob_tokens": [ + -7.000920295715332 + ], + "logprob_reward": -0.0009204680100083351, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009204680100083351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11312885582447052, + 0.13735274970531464, + 0.09031609445810318, + 0.039944738149642944, + 0.11422594636678696, + 0.2605803906917572, + 0.044578250497579575, + 0.08143548667430878, + 0.06135149300098419, + 0.0570860430598259 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.0009204680100083351 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817583292722702 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.01817583292722702, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817583292722702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13015145063400269, + 0.10225019603967667, + 0.07320638000965118, + 0.05023863539099693, + 0.26224756240844727, + 0.13214519619941711, + 0.05487676337361336, + 0.04545892775058746, + 0.07422478497028351, + 0.07520011067390442 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.01817583292722702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot captured from a slight overhead angle focuses on a pair of hands, wrinkled and age-spotted, carefully cradling an old dark-wood box. The box's surface, patinated by constant care, is intricately carved with intricate, flowing patterns of curling grasses and flowers. The hands' skin is dry, veins slightly protruding, and their knuckles are thickened from years of hard work, yet their nails are meticulously manicured. Resting on a dark, solid wooden table, a warm, sidelight streams in from outside the frame, clearly outlining the delicate grain of the box and every wrinkle in the hands, creating a rich contrast of light and shadow. While one hand steadily supports the box's base, the fingertips of the other, particularly the lightly calloused index finger, gently and slowly trace the carvings on the lid. This gesture is imbued with concentration and nostalgia, as if revisiting a forgotten memory through touch. The entire scene evokes a tranquil and profoundly nostalgic atmosphere, characterized by warm tones, a slow rhythm, and a sense of storytelling.", + "seed": 27342, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_2/index_5222_seed_27342_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013727867300622166, + "vlm_logprob": -0.013727867300622166, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.013727867300622166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016795771196484566 + ], + "opposite_logprob_tokens": [ + -4.141795635223389 + ], + "logprob_reward": -0.016795771196484566, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016795771196484566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4386864900588989, + 0.06497929990291595, + 0.06343702226877213, + 0.218730166554451, + 0.056363366544246674, + 0.02831113710999489, + 0.046738043427467346, + 0.025097087025642395, + 0.023933833464980125, + 0.03372357040643692 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.016795771196484566 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00980265624821186 + ], + "opposite_logprob_tokens": [ + -4.63480281829834 + ], + "logprob_reward": -0.00980265624821186, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00980265624821186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23563119769096375, + 0.21023592352867126, + 0.0555829294025898, + 0.11640897393226624, + 0.06355929374694824, + 0.05496418848633766, + 0.08650410920381546, + 0.04879016801714897, + 0.06950410455465317, + 0.05881916731595993 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00980265624821186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634515054523945 + ], + "opposite_logprob_tokens": [ + -3.6513452529907227 + ], + "logprob_reward": -0.02634515054523945, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634515054523945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24656683206558228, + 0.11402811855077744, + 0.052307721227407455, + 0.217916339635849, + 0.0911332443356514, + 0.06073453277349472, + 0.13398028910160065, + 0.020519157871603966, + 0.029293358325958252, + 0.033520475029945374 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.02634515054523945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015117417788133025 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015117417788133025, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015117417788133025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23354291915893555, + 0.11003963649272919, + 0.06899791210889816, + 0.12266986817121506, + 0.205547034740448, + 0.03171321749687195, + 0.08371948450803757, + 0.07412280142307281, + 0.035852037370204926, + 0.03379508852958679 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0015117417788133025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014184016734361649 + ], + "opposite_logprob_tokens": [ + -4.26418399810791 + ], + "logprob_reward": -0.014184016734361649, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014184016734361649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17816615104675293, + 0.054152823984622955, + 0.10071637481451035, + 0.11862139403820038, + 0.0874393880367279, + 0.06811938434839249, + 0.10313837230205536, + 0.07871545851230621, + 0.07720603793859482, + 0.1337246149778366 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.014184016734361649 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot captured from a slight overhead angle focuses on a pair of hands, wrinkled and age-spotted, carefully cradling an old dark-wood box. The box's surface, patinated by constant care, is intricately carved with intricate, flowing patterns of curling grasses and flowers. The hands' skin is dry, veins slightly protruding, and their knuckles are thickened from years of hard work, yet their nails are meticulously manicured. Resting on a dark, solid wooden table, a warm, sidelight streams in from outside the frame, clearly outlining the delicate grain of the box and every wrinkle in the hands, creating a rich contrast of light and shadow. While one hand steadily supports the box's base, the fingertips of the other, particularly the lightly calloused index finger, gently and slowly trace the carvings on the lid. This gesture is imbued with concentration and nostalgia, as if revisiting a forgotten memory through touch. The entire scene evokes a tranquil and profoundly nostalgic atmosphere, characterized by warm tones, a slow rhythm, and a sense of storytelling.", + "seed": 27343, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_2/index_5222_seed_27343_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035738965636119245, + "vlm_logprob": -0.035738965636119245, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.035738965636119245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03052240051329136 + ], + "opposite_logprob_tokens": [ + -3.530522346496582 + ], + "logprob_reward": -0.03052240051329136, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03052240051329136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12155469506978989, + 0.15602906048297882, + 0.043638136237859726, + 0.1536644697189331, + 0.08135493099689484, + 0.09215395152568817, + 0.10701510310173035, + 0.0728720873594284, + 0.13444557785987854, + 0.03727202117443085 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.03052240051329136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129772812128067 + ], + "opposite_logprob_tokens": [ + -2.2379772663116455 + ], + "logprob_reward": -0.1129772812128067, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129772812128067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3704434335231781, + 0.23344384133815765, + 0.10544656962156296, + 0.04192524030804634, + 0.034528881311416626, + 0.0595986507833004, + 0.025059837847948074, + 0.05729960277676582, + 0.04743461310863495, + 0.024819327518343925 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.1129772812128067 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818905957043171 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.01818905957043171, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818905957043171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1216433197259903, + 0.13405127823352814, + 0.13238605856895447, + 0.13692604005336761, + 0.04149981215596199, + 0.039256446063518524, + 0.10079732537269592, + 0.04932757094502449, + 0.2198876589536667, + 0.02422451227903366 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.01818905957043171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028186615090817213 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.0028186615090817213, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028186615090817213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12528903782367706, + 0.07315671443939209, + 0.07256139814853668, + 0.05412806570529938, + 0.07068891823291779, + 0.10798157006502151, + 0.09290511161088943, + 0.047080568969249725, + 0.06621744483709335, + 0.28999122977256775 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0028186615090817213 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of wrinkled, age-spotted hands visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an old dark-wood box with intricate carvings of curling grasses and flowers visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one hand supporting the box's base while the other traces the carvings on the lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a warm sidelight creating strong contrast of light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up from a slight overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187425374984741 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187425374984741, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187425374984741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1409817636013031, + 0.05830031633377075, + 0.128958597779274, + 0.07459553331136703, + 0.08116611838340759, + 0.024537796154618263, + 0.05844816565513611, + 0.1010352224111557, + 0.27137601375579834, + 0.06060042977333069 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.014187425374984741 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_3/index_tensor([9406, 9406])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_3/index_tensor([9406, 9406])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b928ad2c3c43bd5193177f2cc4605a76b9736106 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_3/index_tensor([9406, 9406])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins at eye level, then slowly and steadily zooms out, revealing the vibrant colors and flowing lines of a cartoon sketch. Initially, the focus is on a seaplane, gliding smoothly from right to left across the frame with unhurried grace. The aircraft's design is imbued with childlike imagination, featuring a sleek, lemon-yellow fuselage and a pair of bright red wings. A sky-blue, three-bladed propeller spins merrily at the nose, and two minimalist floats, also sky-blue, are attached to the fuselage. Below the plane lies a deep, tranquil lake, its surface a pure azure, its shimmering ripples outlined by flowing white curves. As the camera continues to zoom out, the plane's proportions gradually shrink, revealing the vast, tranquil landscape of the lake and mountains. On the distant horizon, the overlapping mountains are simplified into soft green and lavender silhouettes, their rounded peaks merging into the clear, pale blue sky. The entire scene is bathed in bright and even sunlight, without any complex shadows. All elements are composed of simple and clear lines, ultimately forming a two-dimensional animated long shot picture full of tranquility and healing, in which the small figure of the aircraft coexists harmoniously with the magnificent natural background.", + "seed": 24165, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_3/index_9406_seed_24165_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13944652639329433, + "vlm_logprob": -0.13944652639329433, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.13944652639329433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02129383198916912 + ], + "opposite_logprob_tokens": [ + -3.896293878555298 + ], + "logprob_reward": -0.02129383198916912, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02129383198916912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14194436371326447, + 0.04079733416438103, + 0.030022092163562775, + 0.5028886198997498, + 0.08509018272161484, + 0.01322197262197733, + 0.08185998350381851, + 0.06460375338792801, + 0.022082194685935974, + 0.01748955063521862 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.02129383198916912 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890498235821724 + ], + "opposite_logprob_tokens": [ + -2.464049816131592 + ], + "logprob_reward": -0.0890498235821724, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890498235821724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07361491769552231, + 0.03788353130221367, + 0.05502529814839363, + 0.0998082160949707, + 0.061163920909166336, + 0.014386691153049469, + 0.5085039734840393, + 0.06504621356725693, + 0.06413687765598297, + 0.02043030969798565 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.0890498235821724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621733006089926 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621733006089926, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621733006089926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06280817091464996, + 0.04930233582854271, + 0.024066057056188583, + 0.25865501165390015, + 0.2100338190793991, + 0.08348886668682098, + 0.1137276366353035, + 0.05501658096909523, + 0.036793891340494156, + 0.10610765218734741 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.007621733006089926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031878151930868626 + ], + "opposite_logprob_tokens": [ + -5.753187656402588 + ], + "logprob_reward": -0.0031878151930868626, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031878151930868626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16517069935798645, + 0.054156344383955, + 0.04908979684114456, + 0.08480032533407211, + 0.07876259833574295, + 0.06534113734960556, + 0.2516876757144928, + 0.10919038206338882, + 0.0959000289440155, + 0.04590105265378952 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0031878151930868626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5760794281959534 + ], + "opposite_logprob_tokens": [ + -0.8260794281959534 + ], + "logprob_reward": -0.5760794281959534, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5760794281959534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12822981178760529, + 0.07303033769130707, + 0.1460273563861847, + 0.12420821189880371, + 0.06078948453068733, + 0.05213763192296028, + 0.15921269357204437, + 0.10087238997220993, + 0.1271197646856308, + 0.028372272849082947 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.5760794281959534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at eye level, then slowly and steadily zooms out, revealing the vibrant colors and flowing lines of a cartoon sketch. Initially, the focus is on a seaplane, gliding smoothly from right to left across the frame with unhurried grace. The aircraft's design is imbued with childlike imagination, featuring a sleek, lemon-yellow fuselage and a pair of bright red wings. A sky-blue, three-bladed propeller spins merrily at the nose, and two minimalist floats, also sky-blue, are attached to the fuselage. Below the plane lies a deep, tranquil lake, its surface a pure azure, its shimmering ripples outlined by flowing white curves. As the camera continues to zoom out, the plane's proportions gradually shrink, revealing the vast, tranquil landscape of the lake and mountains. On the distant horizon, the overlapping mountains are simplified into soft green and lavender silhouettes, their rounded peaks merging into the clear, pale blue sky. The entire scene is bathed in bright and even sunlight, without any complex shadows. All elements are composed of simple and clear lines, ultimately forming a two-dimensional animated long shot picture full of tranquility and healing, in which the small figure of the aircraft coexists harmoniously with the magnificent natural background.", + "seed": 24166, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_3/index_9406_seed_24166_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10528000723570585, + "vlm_logprob": -0.10528000723570585, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.10528000723570585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031139535829424858 + ], + "opposite_logprob_tokens": [ + -3.531139612197876 + ], + "logprob_reward": -0.031139535829424858, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031139535829424858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22950249910354614, + 0.07040383666753769, + 0.17751888930797577, + 0.08894281834363937, + 0.07312224805355072, + 0.05898870900273323, + 0.04182661697268486, + 0.15032841265201569, + 0.039240762591362, + 0.07012518495321274 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.031139535829424858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054969191551208496 + ], + "opposite_logprob_tokens": [ + -2.929969310760498 + ], + "logprob_reward": -0.054969191551208496, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054969191551208496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16743579506874084, + 0.08790266513824463, + 0.10334987938404083, + 0.07704827934503555, + 0.07475827634334564, + 0.12786081433296204, + 0.12001579999923706, + 0.12220057845115662, + 0.06921287626028061, + 0.050215091556310654 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.054969191551208496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863331276923418 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.00863331276923418, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863331276923418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08650518953800201, + 0.033547304570674896, + 0.05898372456431389, + 0.04094703868031502, + 0.044095348566770554, + 0.044081125408411026, + 0.2556370794773102, + 0.06403391063213348, + 0.03941444680094719, + 0.332754909992218 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.00863331276923418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815570682287216 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.002815570682287216, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815570682287216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1505105048418045, + 0.061875954270362854, + 0.09337308257818222, + 0.045198969542980194, + 0.07007083296775818, + 0.02777859754860401, + 0.06277135014533997, + 0.31448885798454285, + 0.09502886980772018, + 0.07890292257070541 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.002815570682287216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288424253463745 + ], + "opposite_logprob_tokens": [ + -1.0538424253463745 + ], + "logprob_reward": -0.4288424253463745, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288424253463745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10190858691930771, + 0.08045385777950287, + 0.06855344027280807, + 0.04085109382867813, + 0.06638180464506149, + 0.13068899512290955, + 0.13462397456169128, + 0.1637088507413864, + 0.13486018776893616, + 0.07796915620565414 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.4288424253463745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at eye level, then slowly and steadily zooms out, revealing the vibrant colors and flowing lines of a cartoon sketch. Initially, the focus is on a seaplane, gliding smoothly from right to left across the frame with unhurried grace. The aircraft's design is imbued with childlike imagination, featuring a sleek, lemon-yellow fuselage and a pair of bright red wings. A sky-blue, three-bladed propeller spins merrily at the nose, and two minimalist floats, also sky-blue, are attached to the fuselage. Below the plane lies a deep, tranquil lake, its surface a pure azure, its shimmering ripples outlined by flowing white curves. As the camera continues to zoom out, the plane's proportions gradually shrink, revealing the vast, tranquil landscape of the lake and mountains. On the distant horizon, the overlapping mountains are simplified into soft green and lavender silhouettes, their rounded peaks merging into the clear, pale blue sky. The entire scene is bathed in bright and even sunlight, without any complex shadows. All elements are composed of simple and clear lines, ultimately forming a two-dimensional animated long shot picture full of tranquility and healing, in which the small figure of the aircraft coexists harmoniously with the magnificent natural background.", + "seed": 24167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_3/index_9406_seed_24167_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17759252623654903, + "vlm_logprob": -0.17759252623654903, + "vlm_yes_no_margin": 2.949999988079071, + "vlm_token_credit": -0.17759252623654903, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3140788674354553 + ], + "opposite_logprob_tokens": [ + -1.3140788078308105 + ], + "logprob_reward": -0.3140788674354553, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3140788674354553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14952796697616577, + 0.0784735232591629, + 0.18018196523189545, + 0.14529907703399658, + 0.13809505105018616, + 0.0517621710896492, + 0.07287435978651047, + 0.04861966893076897, + 0.045463915914297104, + 0.0897023156285286 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.3140788674354553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994104325771332 + ], + "opposite_logprob_tokens": [ + -1.8049410581588745 + ], + "logprob_reward": -0.17994104325771332, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994104325771332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1101476177573204, + 0.04874878004193306, + 0.18923942744731903, + 0.15017589926719666, + 0.1268763244152069, + 0.05994807183742523, + 0.07939106971025467, + 0.07710428535938263, + 0.055194955319166183, + 0.10317357629537582 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.17994104325771332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028186615090817213 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.0028186615090817213, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028186615090817213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0814051479101181, + 0.039174292236566544, + 0.042213551700115204, + 0.19330011308193207, + 0.049451347440481186, + 0.09857356548309326, + 0.061547353863716125, + 0.09280922263860703, + 0.08509743213653564, + 0.25642797350883484 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.0028186615090817213 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040924143977463245 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.0040924143977463245, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040924143977463245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09760613739490509, + 0.04292330890893936, + 0.03834166377782822, + 0.13136467337608337, + 0.0713646337389946, + 0.041837941855192184, + 0.06803860515356064, + 0.046454161405563354, + 0.10122919827699661, + 0.36083969473838806 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.0040924143977463245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870316445827484 + ], + "opposite_logprob_tokens": [ + -1.1370316743850708 + ], + "logprob_reward": -0.3870316445827484, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870316445827484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2453068494796753, + 0.10593417286872864, + 0.060931507498025894, + 0.06912408769130707, + 0.07993149757385254, + 0.10207709670066833, + 0.09092427790164948, + 0.070430688560009, + 0.11974240094423294, + 0.055597420781850815 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.3870316445827484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at eye level, then slowly and steadily zooms out, revealing the vibrant colors and flowing lines of a cartoon sketch. Initially, the focus is on a seaplane, gliding smoothly from right to left across the frame with unhurried grace. The aircraft's design is imbued with childlike imagination, featuring a sleek, lemon-yellow fuselage and a pair of bright red wings. A sky-blue, three-bladed propeller spins merrily at the nose, and two minimalist floats, also sky-blue, are attached to the fuselage. Below the plane lies a deep, tranquil lake, its surface a pure azure, its shimmering ripples outlined by flowing white curves. As the camera continues to zoom out, the plane's proportions gradually shrink, revealing the vast, tranquil landscape of the lake and mountains. On the distant horizon, the overlapping mountains are simplified into soft green and lavender silhouettes, their rounded peaks merging into the clear, pale blue sky. The entire scene is bathed in bright and even sunlight, without any complex shadows. All elements are composed of simple and clear lines, ultimately forming a two-dimensional animated long shot picture full of tranquility and healing, in which the small figure of the aircraft coexists harmoniously with the magnificent natural background.", + "seed": 24168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_3/index_9406_seed_24168_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21434154100716113, + "vlm_logprob": -0.21434154100716113, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.21434154100716113, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1275191307067871 + ], + "opposite_logprob_tokens": [ + -2.127519130706787 + ], + "logprob_reward": -0.1275191307067871, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1275191307067871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15649361908435822, + 0.2203865349292755, + 0.08342263102531433, + 0.22112613916397095, + 0.06200288608670235, + 0.06274436414241791, + 0.09407682716846466, + 0.03383704274892807, + 0.031551800668239594, + 0.0343581959605217 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.1275191307067871 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295406520366669 + ], + "opposite_logprob_tokens": [ + -2.2379541397094727 + ], + "logprob_reward": -0.11295406520366669, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295406520366669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0968342125415802, + 0.030115079134702682, + 0.05190308764576912, + 0.5952664613723755, + 0.04907990247011185, + 0.04677034541964531, + 0.04313799738883972, + 0.03519228473305702, + 0.02327253483235836, + 0.028428101912140846 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.11295406520366669 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06570760160684586, + 0.06539332866668701, + 0.03694021329283714, + 0.3846338093280792, + 0.054654594510793686, + 0.13978444039821625, + 0.06485005468130112, + 0.05146389827132225, + 0.04729117453098297, + 0.08928091078996658 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.0031918552704155445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019383705221116543 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019383705221116543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019383705221116543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19204476475715637, + 0.09541697800159454, + 0.05132829770445824, + 0.25149011611938477, + 0.09174803644418716, + 0.052520688623189926, + 0.08039602637290955, + 0.06848016381263733, + 0.037750858813524246, + 0.07882407307624817 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0019383705221116543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a seaplane with a lemon-yellow fuselage and bright red wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the seaplane gliding smoothly from right to left across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include a deep, tranquil lake with a pure azure surface and white ripple outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there soft green and lavender mountain silhouettes on the distant horizon under a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start at eye level and slowly zoom out to reveal the full landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261042833328247 + ], + "opposite_logprob_tokens": [ + -0.5761042833328247 + ], + "logprob_reward": -0.8261042833328247, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261042833328247, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06888832896947861, + 0.06693113595247269, + 0.053706105798482895, + 0.3817952573299408, + 0.11978231370449066, + 0.07114648818969727, + 0.11605469882488251, + 0.032199520617723465, + 0.049654893577098846, + 0.039841167628765106 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.8261042833328247 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_4/index_tensor([6643, 6643])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_4/index_tensor([6643, 6643])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..32a40b82b2e08b11a3c36d6d8c1acda1021261c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_4/index_tensor([6643, 6643])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth 360-degree orbiting shot begins, gliding steadily around the heart of a dense bamboo forest. A miracle unfolds. In the center of the frame, a massive bamboo stem, its circumference comparable to an ancient tree, has just split open. Its thick, fibrous green exterior peels away like the petals of a giant flower, revealing a smooth, pale interior. Within this natural cradle, an ethereal princess blossoms; her skin radiates a soft, otherworldly glow, a gentle inner light that makes her the scene's primary source of light. As the camera rotates, it captures her from every angle, revealing her flowing, multi-layered robe, crafted from an iridescent silk fabric that shimmers with a milky, liquid spectrum. Her long, silvery hair seems to float weightlessly around her delicate, serene face as she rises with slow, graceful steps. The entire scene is awash in vibrant color, the deep green of the surrounding bamboo contrasting sharply with her warm, luminous aura. Countless luminous golden particles drift lazily through the air, capturing her radiance and gently rotating with the camera's seamless movement, creating an atmosphere of profoundly magical tranquility that captures her miraculous unfolding.", + "seed": 6638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_4/index_6643_seed_6638_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.042568626487627624, + "vlm_logprob": -0.042568626487627624, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.042568626487627624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09994589537382126 + ], + "opposite_logprob_tokens": [ + -2.4749457836151123 + ], + "logprob_reward": -0.09994589537382126, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09994589537382126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1252869814634323, + 0.04841175675392151, + 0.04992840066552162, + 0.0612434484064579, + 0.08776914328336716, + 0.08488530665636063, + 0.09569304436445236, + 0.1356644481420517, + 0.2032303661108017, + 0.1078871637582779 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.09994589537382126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036493625957518816 + ], + "opposite_logprob_tokens": [ + -5.6286492347717285 + ], + "logprob_reward": -0.0036493625957518816, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036493625957518816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09560410678386688, + 0.09343574941158295, + 0.061139460653066635, + 0.08792505413293839, + 0.1116987019777298, + 0.25152596831321716, + 0.0676070898771286, + 0.10780872404575348, + 0.07032272219657898, + 0.05293242633342743 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.0036493625957518816 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107017070055008 + ], + "opposite_logprob_tokens": [ + -5.5041069984436035 + ], + "logprob_reward": -0.004107017070055008, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107017070055008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06212325766682625, + 0.19292554259300232, + 0.0386725477874279, + 0.09059815108776093, + 0.07311739027500153, + 0.14935006201267242, + 0.08121064305305481, + 0.10223876684904099, + 0.1487351506948471, + 0.061028480529785156 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.004107017070055008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207505986094475 + ], + "opposite_logprob_tokens": [ + -2.812075138092041 + ], + "logprob_reward": -0.06207505986094475, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207505986094475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08227408677339554, + 0.07367296516895294, + 0.03266306221485138, + 0.05848616361618042, + 0.1782844066619873, + 0.10941778123378754, + 0.05256158486008644, + 0.24303264915943146, + 0.12486328184604645, + 0.044743988662958145 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.06207505986094475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306579753756523 + ], + "opposite_logprob_tokens": [ + -3.1680657863616943 + ], + "logprob_reward": -0.04306579753756523, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306579753756523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06568841636180878, + 0.11365039646625519, + 0.3523052930831909, + 0.03373975679278374, + 0.06826259195804596, + 0.027768312022089958, + 0.04295727610588074, + 0.12166519463062286, + 0.1230260506272316, + 0.05093665421009064 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.04306579753756523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth 360-degree orbiting shot begins, gliding steadily around the heart of a dense bamboo forest. A miracle unfolds. In the center of the frame, a massive bamboo stem, its circumference comparable to an ancient tree, has just split open. Its thick, fibrous green exterior peels away like the petals of a giant flower, revealing a smooth, pale interior. Within this natural cradle, an ethereal princess blossoms; her skin radiates a soft, otherworldly glow, a gentle inner light that makes her the scene's primary source of light. As the camera rotates, it captures her from every angle, revealing her flowing, multi-layered robe, crafted from an iridescent silk fabric that shimmers with a milky, liquid spectrum. Her long, silvery hair seems to float weightlessly around her delicate, serene face as she rises with slow, graceful steps. The entire scene is awash in vibrant color, the deep green of the surrounding bamboo contrasting sharply with her warm, luminous aura. Countless luminous golden particles drift lazily through the air, capturing her radiance and gently rotating with the camera's seamless movement, creating an atmosphere of profoundly magical tranquility that captures her miraculous unfolding.", + "seed": 6639, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_4/index_6643_seed_6639_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10320739541202784, + "vlm_logprob": -0.10320739541202784, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.10320739541202784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3921448886394501 + ], + "opposite_logprob_tokens": [ + -1.1421449184417725 + ], + "logprob_reward": -0.3921448886394501, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3921448886394501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057085808366537094, + 0.045951783657073975, + 0.050282079726457596, + 0.04532821848988533, + 0.0215963926166296, + 0.05279536545276642, + 0.07621672749519348, + 0.46277517080307007, + 0.1665419638156891, + 0.021426470950245857 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.3921448886394501 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025254758074879646 + ], + "opposite_logprob_tokens": [ + -6.002525329589844 + ], + "logprob_reward": -0.0025254758074879646, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025254758074879646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09673524647951126, + 0.1640673279762268, + 0.05195378139615059, + 0.046327076852321625, + 0.06662342697381973, + 0.10899313539266586, + 0.07771436125040054, + 0.22288353741168976, + 0.0714331567287445, + 0.09326891601085663 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.0025254758074879646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023312881588935852 + ], + "opposite_logprob_tokens": [ + -3.77331280708313 + ], + "logprob_reward": -0.023312881588935852, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023312881588935852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06909863650798798, + 0.04637555405497551, + 0.16581080853939056, + 0.08898793160915375, + 0.0233597569167614, + 0.0751742497086525, + 0.044007956981658936, + 0.37489262223243713, + 0.02941393479704857, + 0.0828784853219986 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.023312881588935852 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308589547872543 + ], + "opposite_logprob_tokens": [ + -3.168085813522339 + ], + "logprob_reward": -0.04308589547872543, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308589547872543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050431493669748306, + 0.0404607318341732, + 0.09015380591154099, + 0.042602259665727615, + 0.05934406816959381, + 0.1683669239282608, + 0.05003059655427933, + 0.37163689732551575, + 0.04808922857046127, + 0.07888393849134445 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.04308589547872543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054967835545539856 + ], + "opposite_logprob_tokens": [ + -2.9299678802490234 + ], + "logprob_reward": -0.054967835545539856, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054967835545539856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0645650252699852, + 0.043334752321243286, + 0.04330889508128166, + 0.024591950699687004, + 0.03684912249445915, + 0.04322831705212593, + 0.015518023632466793, + 0.46207934617996216, + 0.023114383220672607, + 0.24341028928756714 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.054967835545539856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth 360-degree orbiting shot begins, gliding steadily around the heart of a dense bamboo forest. A miracle unfolds. In the center of the frame, a massive bamboo stem, its circumference comparable to an ancient tree, has just split open. Its thick, fibrous green exterior peels away like the petals of a giant flower, revealing a smooth, pale interior. Within this natural cradle, an ethereal princess blossoms; her skin radiates a soft, otherworldly glow, a gentle inner light that makes her the scene's primary source of light. As the camera rotates, it captures her from every angle, revealing her flowing, multi-layered robe, crafted from an iridescent silk fabric that shimmers with a milky, liquid spectrum. Her long, silvery hair seems to float weightlessly around her delicate, serene face as she rises with slow, graceful steps. The entire scene is awash in vibrant color, the deep green of the surrounding bamboo contrasting sharply with her warm, luminous aura. Countless luminous golden particles drift lazily through the air, capturing her radiance and gently rotating with the camera's seamless movement, creating an atmosphere of profoundly magical tranquility that captures her miraculous unfolding.", + "seed": 6640, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_4/index_6643_seed_6640_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0817496044561267, + "vlm_logprob": -0.0817496044561267, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.0817496044561267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13786521553993225 + ], + "opposite_logprob_tokens": [ + -2.1378653049468994 + ], + "logprob_reward": -0.13786521553993225, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13786521553993225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3285210132598877, + 0.06366170942783356, + 0.13105523586273193, + 0.08124902844429016, + 0.08516433089971542, + 0.18177932500839233, + 0.023528646677732468, + 0.0193016454577446, + 0.015176001004874706, + 0.07056310772895813 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.13786521553993225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004135153256356716 + ], + "opposite_logprob_tokens": [ + -5.5041351318359375 + ], + "logprob_reward": -0.004135153256356716, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004135153256356716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21481432020664215, + 0.30877241492271423, + 0.09715107083320618, + 0.09882739186286926, + 0.06268742680549622, + 0.036340225487947464, + 0.07579401135444641, + 0.008235553279519081, + 0.01396895945072174, + 0.08340861648321152 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.004135153256356716 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799469143152237 + ], + "opposite_logprob_tokens": [ + -1.8049468994140625 + ], + "logprob_reward": -0.1799469143152237, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799469143152237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11755789816379547, + 0.27999576926231384, + 0.18744413554668427, + 0.06391848623752594, + 0.06817083805799484, + 0.11056962609291077, + 0.03339157998561859, + 0.0046111904084682465, + 0.015005058608949184, + 0.11933542788028717 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.1799469143152237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813551366329193 + ], + "opposite_logprob_tokens": [ + -3.288135528564453 + ], + "logprob_reward": -0.03813551366329193, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813551366329193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08794136345386505, + 0.31757548451423645, + 0.11930418759584427, + 0.05290539935231209, + 0.18022651970386505, + 0.02696838788688183, + 0.0325050912797451, + 0.008955267257988453, + 0.01342857163399458, + 0.16018976271152496 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.03813551366329193 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866522550582886 + ], + "opposite_logprob_tokens": [ + -3.0486652851104736 + ], + "logprob_reward": -0.04866522550582886, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866522550582886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30751901865005493, + 0.31515374779701233, + 0.043858468532562256, + 0.05226117745041847, + 0.05420656129717827, + 0.040166400372982025, + 0.014703511260449886, + 0.010495821945369244, + 0.016274571418762207, + 0.14536070823669434 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04866522550582886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth 360-degree orbiting shot begins, gliding steadily around the heart of a dense bamboo forest. A miracle unfolds. In the center of the frame, a massive bamboo stem, its circumference comparable to an ancient tree, has just split open. Its thick, fibrous green exterior peels away like the petals of a giant flower, revealing a smooth, pale interior. Within this natural cradle, an ethereal princess blossoms; her skin radiates a soft, otherworldly glow, a gentle inner light that makes her the scene's primary source of light. As the camera rotates, it captures her from every angle, revealing her flowing, multi-layered robe, crafted from an iridescent silk fabric that shimmers with a milky, liquid spectrum. Her long, silvery hair seems to float weightlessly around her delicate, serene face as she rises with slow, graceful steps. The entire scene is awash in vibrant color, the deep green of the surrounding bamboo contrasting sharply with her warm, luminous aura. Countless luminous golden particles drift lazily through the air, capturing her radiance and gently rotating with the camera's seamless movement, creating an atmosphere of profoundly magical tranquility that captures her miraculous unfolding.", + "seed": 6641, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_4/index_6643_seed_6641_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10948328888043761, + "vlm_logprob": -0.10948328888043761, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.10948328888043761, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4805941581726074 + ], + "opposite_logprob_tokens": [ + -0.9805941581726074 + ], + "logprob_reward": -0.4805941581726074, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4805941581726074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5856841802597046, + 0.03046041540801525, + 0.17637702822685242, + 0.05095957592129707, + 0.08352766185998917, + 0.020982537418603897, + 0.007917084731161594, + 0.023073777556419373, + 0.010552224703133106, + 0.010465491563081741 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.4805941581726074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009822252206504345 + ], + "opposite_logprob_tokens": [ + -4.634822368621826 + ], + "logprob_reward": -0.009822252206504345, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009822252206504345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06437923014163971, + 0.035610903054475784, + 0.20075088739395142, + 0.07941722869873047, + 0.47981011867523193, + 0.05863913521170616, + 0.022815736010670662, + 0.023542175069451332, + 0.02214938774704933, + 0.012885155156254768 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.009822252206504345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028322129510343075 + ], + "opposite_logprob_tokens": [ + -5.877832412719727 + ], + "logprob_reward": -0.0028322129510343075, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028322129510343075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060525067150592804, + 0.028204772621393204, + 0.40943580865859985, + 0.09292275458574295, + 0.07057841867208481, + 0.06136453524231911, + 0.14752891659736633, + 0.05162566900253296, + 0.03983497619628906, + 0.03797909617424011 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.0028322129510343075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092661879956722 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.011092661879956722, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092661879956722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30320408940315247, + 0.017805371433496475, + 0.19948706030845642, + 0.029445575550198555, + 0.14419907331466675, + 0.04926779121160507, + 0.015332922339439392, + 0.09334330260753632, + 0.05769490823149681, + 0.09021992236375809 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.011092661879956722 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a smooth 360-degree orbiting shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive bamboo stem visible that has split open to reveal a smooth, pale interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ethereal princess visible rising with slow, graceful steps inside the split bamboo stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the princess wear a multi-layered robe made of iridescent silk fabric that shimmers with a milky, liquid spectrum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless luminous golden particles visible drifting through the air and rotating with the camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075159192085266 + ], + "opposite_logprob_tokens": [ + -3.1680750846862793 + ], + "logprob_reward": -0.043075159192085266, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075159192085266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6618837118148804, + 0.021859513595700264, + 0.04281611740589142, + 0.03155944123864174, + 0.12617211043834686, + 0.028650041669607162, + 0.012701744213700294, + 0.0329522043466568, + 0.01660165563225746, + 0.024803409352898598 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.043075159192085266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_5/index_tensor([4485, 4485])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_5/index_tensor([4485, 4485])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..37aa4ca750079e3e3b00e65133c3c27d57d9aea0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_5/index_tensor([4485, 4485])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, overhead shot slowly pulls back to reveal the circular atrium of a magnificent, classically styled library. Towering, dark mahogany bookshelves rise like a maze, reaching to the dome, beneath an intricately patterned marble floor. In the very center of the frame, a vast, swirling vortex of light and shadow takes shape, its center shimmering with a mysterious, deep blue light. Countless books on the shelves begin to vibrate violently, and then, one by one, hardcovers, aged parchment scrolls, and paperback novels break free, as if drawn by an invisible force, converging into a torrent of color. The books spiral upward, their pages fluttering wildly in the currents, before being steadily and inexorably drawn into the vortex's bottomless core. The vortex's light casts an eerie, shifting shadows on the mahogany shelves and the dancing pages, intertwining with the faint moonlight filtering through the high windows to create a surreal, chaotic spectacle imbued with magical power.", + "seed": 13202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_5/index_4485_seed_13202_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04966317161452025, + "vlm_logprob": -0.04966317161452025, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.04966317161452025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024159086868166924 + ], + "opposite_logprob_tokens": [ + -3.8991591930389404 + ], + "logprob_reward": -0.024159086868166924, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024159086868166924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13785554468631744, + 0.03753391653299332, + 0.18973945081233978, + 0.03336355835199356, + 0.034731265157461166, + 0.05971387028694153, + 0.11300240457057953, + 0.1869080513715744, + 0.043312571942806244, + 0.16383935511112213 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.024159086868166924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644677042961121 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004644677042961121, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644677042961121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19861502945423126, + 0.04680884629487991, + 0.1832466870546341, + 0.054751209914684296, + 0.03538360074162483, + 0.09104163199663162, + 0.04722623899579048, + 0.21311980485916138, + 0.033436838537454605, + 0.09637013077735901 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.004644677042961121 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015117417788133025 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015117417788133025, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015117417788133025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12203411012887955, + 0.04795403778553009, + 0.4384218752384186, + 0.0391823910176754, + 0.03844431787729263, + 0.05225463956594467, + 0.032568007707595825, + 0.06967922300100327, + 0.04008587822318077, + 0.1193755492568016 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0015117417788133025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989513278007507 + ], + "opposite_logprob_tokens": [ + -1.8048951625823975 + ], + "logprob_reward": -0.17989513278007507, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989513278007507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11947333067655563, + 0.0366852693259716, + 0.30016085505485535, + 0.04237322881817818, + 0.04147519916296005, + 0.05602056533098221, + 0.01843404769897461, + 0.25411272048950195, + 0.03130171075463295, + 0.09996306896209717 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.17989513278007507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810521960258484 + ], + "opposite_logprob_tokens": [ + -3.2881052494049072 + ], + "logprob_reward": -0.03810521960258484, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810521960258484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21014033257961273, + 0.15447117388248444, + 0.1880946308374405, + 0.05049155279994011, + 0.04901124909520149, + 0.052726101130247116, + 0.02090754173696041, + 0.16251306235790253, + 0.03361794352531433, + 0.07802638411521912 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.03810521960258484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot slowly pulls back to reveal the circular atrium of a magnificent, classically styled library. Towering, dark mahogany bookshelves rise like a maze, reaching to the dome, beneath an intricately patterned marble floor. In the very center of the frame, a vast, swirling vortex of light and shadow takes shape, its center shimmering with a mysterious, deep blue light. Countless books on the shelves begin to vibrate violently, and then, one by one, hardcovers, aged parchment scrolls, and paperback novels break free, as if drawn by an invisible force, converging into a torrent of color. The books spiral upward, their pages fluttering wildly in the currents, before being steadily and inexorably drawn into the vortex's bottomless core. The vortex's light casts an eerie, shifting shadows on the mahogany shelves and the dancing pages, intertwining with the faint moonlight filtering through the high windows to create a surreal, chaotic spectacle imbued with magical power.", + "seed": 13203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_5/index_4485_seed_13203_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024034804588882252, + "vlm_logprob": -0.024034804588882252, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.024034804588882252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06648653000593185 + ], + "opposite_logprob_tokens": [ + -2.8164865970611572 + ], + "logprob_reward": -0.06648653000593185, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06648653000593185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2217199057340622, + 0.0579497329890728, + 0.10530038177967072, + 0.19143781065940857, + 0.06220054253935814, + 0.031004037708044052, + 0.06861606240272522, + 0.06555701047182083, + 0.15679286420345306, + 0.039421577006578445 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.06648653000593185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552070431411266 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552070431411266, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552070431411266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2233830839395523, + 0.1529325693845749, + 0.044937871396541595, + 0.1865183711051941, + 0.06658152490854263, + 0.03994765877723694, + 0.04808677360415459, + 0.07768838107585907, + 0.03585590794682503, + 0.12406787276268005 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012552070431411266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0002674698771443218 + ], + "opposite_logprob_tokens": [ + -8.250267028808594 + ], + "logprob_reward": -0.0002674698771443218, + "yes_no_margin_reward": 8.25, + "token_credit_reward": -0.0002674698771443218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23259128630161285, + 0.07437299937009811, + 0.07966848462820053, + 0.15216022729873657, + 0.0912569910287857, + 0.07216566056013107, + 0.08770942687988281, + 0.0365397110581398, + 0.12022382766008377, + 0.05331142619252205 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0002674698771443218 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794272035360336 + ], + "opposite_logprob_tokens": [ + -3.529794216156006 + ], + "logprob_reward": -0.029794272035360336, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794272035360336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23460634052753448, + 0.08220135420560837, + 0.06909274309873581, + 0.14600646495819092, + 0.07383863627910614, + 0.10553526133298874, + 0.08974503725767136, + 0.03299007564783096, + 0.09390909969806671, + 0.07207498699426651 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.029794272035360336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073680594563484 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073680594563484, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073680594563484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5332080721855164, + 0.05812639743089676, + 0.060917485505342484, + 0.08141408860683441, + 0.054654788225889206, + 0.020403973758220673, + 0.03426949307322502, + 0.015475247986614704, + 0.1017826646566391, + 0.03974776715040207 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.011073680594563484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot slowly pulls back to reveal the circular atrium of a magnificent, classically styled library. Towering, dark mahogany bookshelves rise like a maze, reaching to the dome, beneath an intricately patterned marble floor. In the very center of the frame, a vast, swirling vortex of light and shadow takes shape, its center shimmering with a mysterious, deep blue light. Countless books on the shelves begin to vibrate violently, and then, one by one, hardcovers, aged parchment scrolls, and paperback novels break free, as if drawn by an invisible force, converging into a torrent of color. The books spiral upward, their pages fluttering wildly in the currents, before being steadily and inexorably drawn into the vortex's bottomless core. The vortex's light casts an eerie, shifting shadows on the mahogany shelves and the dancing pages, intertwining with the faint moonlight filtering through the high windows to create a surreal, chaotic spectacle imbued with magical power.", + "seed": 13204, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_5/index_4485_seed_13204_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.034831683046650144, + "vlm_logprob": -0.034831683046650144, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.034831683046650144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05443331599235535 + ], + "opposite_logprob_tokens": [ + -3.0544333457946777 + ], + "logprob_reward": -0.05443331599235535, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05443331599235535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22708652913570404, + 0.05058664456009865, + 0.04083424061536789, + 0.02505764737725258, + 0.024981113150715828, + 0.04796691983938217, + 0.05003410577774048, + 0.047524936497211456, + 0.4052759110927582, + 0.08065192401409149 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.05443331599235535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646813031286001 + ], + "opposite_logprob_tokens": [ + -5.3796467781066895 + ], + "logprob_reward": -0.004646813031286001, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646813031286001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40876850485801697, + 0.09395437687635422, + 0.10566394776105881, + 0.055197324603796005, + 0.08614490181207657, + 0.0673404335975647, + 0.04365171864628792, + 0.05862293392419815, + 0.053022827953100204, + 0.02763300947844982 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004646813031286001 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005610798834823072 + ], + "opposite_logprob_tokens": [ + -7.500561237335205 + ], + "logprob_reward": -0.0005610798834823072, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005610798834823072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1726865917444229, + 0.07029984146356583, + 0.07476238161325455, + 0.05267753824591637, + 0.06967475265264511, + 0.08007095009088516, + 0.041621435433626175, + 0.03654368221759796, + 0.3391834497451782, + 0.062479417771101 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0005610798834823072 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032002627849579 + ], + "opposite_logprob_tokens": [ + -2.3503201007843018 + ], + "logprob_reward": -0.10032002627849579, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032002627849579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2420976310968399, + 0.07899937033653259, + 0.07180007547140121, + 0.08868377655744553, + 0.06783390045166016, + 0.14803457260131836, + 0.03657350316643715, + 0.06613746285438538, + 0.14442667365074158, + 0.05541301891207695 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.10032002627849579 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197180047631264 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.014197180047631264, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197180047631264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3972574472427368, + 0.05447148531675339, + 0.10318834334611893, + 0.09631700813770294, + 0.09435370564460754, + 0.04105045646429062, + 0.046061839908361435, + 0.037149686366319656, + 0.06239854916930199, + 0.06775148957967758 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.014197180047631264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, overhead shot slowly pulls back to reveal the circular atrium of a magnificent, classically styled library. Towering, dark mahogany bookshelves rise like a maze, reaching to the dome, beneath an intricately patterned marble floor. In the very center of the frame, a vast, swirling vortex of light and shadow takes shape, its center shimmering with a mysterious, deep blue light. Countless books on the shelves begin to vibrate violently, and then, one by one, hardcovers, aged parchment scrolls, and paperback novels break free, as if drawn by an invisible force, converging into a torrent of color. The books spiral upward, their pages fluttering wildly in the currents, before being steadily and inexorably drawn into the vortex's bottomless core. The vortex's light casts an eerie, shifting shadows on the mahogany shelves and the dancing pages, intertwining with the faint moonlight filtering through the high windows to create a surreal, chaotic spectacle imbued with magical power.", + "seed": 13205, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_5/index_4485_seed_13205_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015073709975695238, + "vlm_logprob": -0.015073709975695238, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.015073709975695238, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018260464072227478 + ], + "opposite_logprob_tokens": [ + -4.268260478973389 + ], + "logprob_reward": -0.018260464072227478, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.018260464072227478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19370733201503754, + 0.09452331811189651, + 0.059617526829242706, + 0.05321932211518288, + 0.06216698884963989, + 0.04409373551607132, + 0.08459451794624329, + 0.04012199863791466, + 0.11349400877952576, + 0.2544611692428589 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.018260464072227478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002204132964834571 + ], + "opposite_logprob_tokens": [ + -6.127203941345215 + ], + "logprob_reward": -0.002204132964834571, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002204132964834571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18697147071361542, + 0.11672864854335785, + 0.09167652577161789, + 0.1144912987947464, + 0.032982662320137024, + 0.08102164417505264, + 0.054467812180519104, + 0.05559731647372246, + 0.11355938762426376, + 0.15250320732593536 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.002204132964834571 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00030214988510124385 + ], + "opposite_logprob_tokens": [ + -8.1253023147583 + ], + "logprob_reward": -0.00030214988510124385, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.00030214988510124385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17462903261184692, + 0.07610233873128891, + 0.11167241632938385, + 0.03713015094399452, + 0.03821530565619469, + 0.046126220375299454, + 0.05056916922330856, + 0.059057626873254776, + 0.09875672310590744, + 0.30774110555648804 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.00030214988510124385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048652395606040955 + ], + "opposite_logprob_tokens": [ + -3.048652410507202 + ], + "logprob_reward": -0.048652395606040955, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048652395606040955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12844665348529816, + 0.09315046668052673, + 0.06823571771383286, + 0.04380769282579422, + 0.054398391395807266, + 0.04474687576293945, + 0.083580881357193, + 0.10652682930231094, + 0.09791667759418488, + 0.2791898548603058 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.048652395606040955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot high-angle and overhead, slowly pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a circular atrium of a classically styled library with dark mahogany bookshelves and a marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a vast, swirling vortex of light and shadow in the center with a deep blue light at its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do books (hardcovers, scrolls, and paperbacks) break free from the shelves and spiral upward into the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by the vortex's light casting shifting shadows alongside faint moonlight from high windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594940735027194 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.00594940735027194, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594940735027194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15339823067188263, + 0.0701441690325737, + 0.4585508108139038, + 0.02013947255909443, + 0.029993640258908272, + 0.029443226754665375, + 0.016506213694810867, + 0.02847665175795555, + 0.06871764361858368, + 0.12462996691465378 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.00594940735027194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_6/index_tensor([6320, 6320])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_6/index_tensor([6320, 6320])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a087cd55d088624e19e2add29d94c38f86ed01fb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_6/index_tensor([6320, 6320])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in cinematic super-slow motion, this extreme low-angle close-up captures the precise moment of collision between two heavy steel spheres on a dark, high-gloss polished wooden floor. Each sphere, with a mirror-like finish that reflects the surrounding darkness and illuminated only by a harsh spotlight overhead, possesses a cold, powerful heaviness. As their surfaces meet, the force of the impact ripples through the frame, transmitting immense force directly to the floor beneath them, causing the polished wood to explode. A beautiful and violent explosion of fine, sharp wood splinters explodes upward and outward in a radial pattern, each tiny fragment capturing a dramatic light as it tumbles gracefully through the air. The scene is a study in contrasts—the smooth, perfect geometry of the spheres against the chaotic, jagged destruction of the wood; the cold gray steel against the warm brown of the floor—creating an atmosphere that is tense, captivating, and intensely visceral.", + "seed": 1829, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_6/index_6320_seed_1829_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09444016329944134, + "vlm_logprob": -0.09444016329944134, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.09444016329944134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05443805456161499 + ], + "opposite_logprob_tokens": [ + -3.0544381141662598 + ], + "logprob_reward": -0.05443805456161499, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05443805456161499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12627452611923218, + 0.06335102766752243, + 0.07728351652622223, + 0.07235120981931686, + 0.0749177411198616, + 0.14580446481704712, + 0.21040351688861847, + 0.06197315454483032, + 0.0953880250453949, + 0.07225285470485687 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.05443805456161499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008238881826401 + ], + "opposite_logprob_tokens": [ + -2.695082426071167 + ], + "logprob_reward": -0.07008238881826401, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008238881826401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13996261358261108, + 0.13550163805484772, + 0.07045407593250275, + 0.04395299404859543, + 0.08381214737892151, + 0.08897200971841812, + 0.15139487385749817, + 0.11503418534994125, + 0.10851944983005524, + 0.0623960942029953 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.07008238881826401 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307973012328148 + ], + "opposite_logprob_tokens": [ + -3.1680796146392822 + ], + "logprob_reward": -0.04307973012328148, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307973012328148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15931957960128784, + 0.07235638052225113, + 0.04966745525598526, + 0.08467236161231995, + 0.11344586312770844, + 0.0916948914527893, + 0.19402751326560974, + 0.08566860109567642, + 0.04715370014309883, + 0.10199365019798279 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.04307973012328148 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813068628311157 + ], + "opposite_logprob_tokens": [ + -1.4063068628311157 + ], + "logprob_reward": -0.2813068628311157, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813068628311157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08105539530515671, + 0.041679155081510544, + 0.028717046603560448, + 0.031939003616571426, + 0.08031536638736725, + 0.15586848556995392, + 0.17029820382595062, + 0.1511443853378296, + 0.1471022665500641, + 0.11188066750764847 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.2813068628311157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329378016293049 + ], + "opposite_logprob_tokens": [ + -3.7732937335968018 + ], + "logprob_reward": -0.02329378016293049, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329378016293049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07182053476572037, + 0.06460502743721008, + 0.04673032462596893, + 0.035259269177913666, + 0.11190682649612427, + 0.08726575970649719, + 0.2010212391614914, + 0.14260680973529816, + 0.1157313734292984, + 0.12305282801389694 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.02329378016293049 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in cinematic super-slow motion, this extreme low-angle close-up captures the precise moment of collision between two heavy steel spheres on a dark, high-gloss polished wooden floor. Each sphere, with a mirror-like finish that reflects the surrounding darkness and illuminated only by a harsh spotlight overhead, possesses a cold, powerful heaviness. As their surfaces meet, the force of the impact ripples through the frame, transmitting immense force directly to the floor beneath them, causing the polished wood to explode. A beautiful and violent explosion of fine, sharp wood splinters explodes upward and outward in a radial pattern, each tiny fragment capturing a dramatic light as it tumbles gracefully through the air. The scene is a study in contrasts—the smooth, perfect geometry of the spheres against the chaotic, jagged destruction of the wood; the cold gray steel against the warm brown of the floor—creating an atmosphere that is tense, captivating, and intensely visceral.", + "seed": 1830, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_6/index_6320_seed_1830_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.032302456349134444, + "vlm_logprob": -0.032302456349134444, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.032302456349134444, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05943170562386513 + ], + "opposite_logprob_tokens": [ + -2.934431791305542 + ], + "logprob_reward": -0.05943170562386513, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05943170562386513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14590772986412048, + 0.07466297596693039, + 0.11552620679140091, + 0.04441992565989494, + 0.1348188817501068, + 0.21622154116630554, + 0.09710364788770676, + 0.04706322401762009, + 0.06780745089054108, + 0.056468404829502106 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.05943170562386513 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029849810525774956 + ], + "opposite_logprob_tokens": [ + -3.5298497676849365 + ], + "logprob_reward": -0.029849810525774956, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029849810525774956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07734297960996628, + 0.06202690303325653, + 0.025952206924557686, + 0.02651790715754032, + 0.2692066729068756, + 0.3129884600639343, + 0.14265625178813934, + 0.06179182603955269, + 0.015126517042517662, + 0.0063902344554662704 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.029849810525774956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636094018816948 + ], + "opposite_logprob_tokens": [ + -3.6513609886169434 + ], + "logprob_reward": -0.02636094018816948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636094018816948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3618481159210205, + 0.06622157245874405, + 0.08438870310783386, + 0.047820791602134705, + 0.10820776969194412, + 0.10609915852546692, + 0.1043049618601799, + 0.04232485964894295, + 0.03816653788089752, + 0.04061753675341606 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02636094018816948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069306060671806 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069306060671806, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069306060671806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09440688043832779, + 0.07581334561109543, + 0.15873530507087708, + 0.03392487391829491, + 0.1429167538881302, + 0.04449549317359924, + 0.09486325830221176, + 0.1264171302318573, + 0.1296752542257309, + 0.0987517312169075 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.016069306060671806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800519347190857 + ], + "opposite_logprob_tokens": [ + -3.5298004150390625 + ], + "logprob_reward": -0.029800519347190857, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800519347190857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09757702797651291, + 0.04526500031352043, + 0.06615758687257767, + 0.05362546443939209, + 0.3633410632610321, + 0.09388874471187592, + 0.07923683524131775, + 0.04648531228303909, + 0.10042041540145874, + 0.0540025420486927 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.029800519347190857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in cinematic super-slow motion, this extreme low-angle close-up captures the precise moment of collision between two heavy steel spheres on a dark, high-gloss polished wooden floor. Each sphere, with a mirror-like finish that reflects the surrounding darkness and illuminated only by a harsh spotlight overhead, possesses a cold, powerful heaviness. As their surfaces meet, the force of the impact ripples through the frame, transmitting immense force directly to the floor beneath them, causing the polished wood to explode. A beautiful and violent explosion of fine, sharp wood splinters explodes upward and outward in a radial pattern, each tiny fragment capturing a dramatic light as it tumbles gracefully through the air. The scene is a study in contrasts—the smooth, perfect geometry of the spheres against the chaotic, jagged destruction of the wood; the cold gray steel against the warm brown of the floor—creating an atmosphere that is tense, captivating, and intensely visceral.", + "seed": 1831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_6/index_6320_seed_1831_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09183167368173599, + "vlm_logprob": -0.09183167368173599, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.09183167368173599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19093245267868042 + ], + "opposite_logprob_tokens": [ + -1.8159325122833252 + ], + "logprob_reward": -0.19093245267868042, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19093245267868042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10492781549692154, + 0.11919978260993958, + 0.06351678818464279, + 0.08390089124441147, + 0.1813715249300003, + 0.013560266233980656, + 0.31538155674934387, + 0.023231688886880875, + 0.055369652807712555, + 0.039540018886327744 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.19093245267868042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03816615045070648 + ], + "opposite_logprob_tokens": [ + -3.288166046142578 + ], + "logprob_reward": -0.03816615045070648, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03816615045070648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05564207583665848, + 0.11953669786453247, + 0.1988714188337326, + 0.05128128454089165, + 0.06838615238666534, + 0.03227118030190468, + 0.2931393086910248, + 0.05082385614514351, + 0.09660132229328156, + 0.03344669193029404 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.03816615045070648 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038137003779411316 + ], + "opposite_logprob_tokens": [ + -3.2881369590759277 + ], + "logprob_reward": -0.038137003779411316, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038137003779411316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026273179799318314, + 0.0405806228518486, + 0.041332148015499115, + 0.04902976378798485, + 0.20446763932704926, + 0.015080416575074196, + 0.5417977571487427, + 0.01817144826054573, + 0.05049256607890129, + 0.012774450704455376 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.038137003779411316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292979121208191 + ], + "opposite_logprob_tokens": [ + -2.2379298210144043 + ], + "logprob_reward": -0.11292979121208191, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292979121208191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028190558776259422, + 0.015136339701712132, + 0.16354987025260925, + 0.08062431961297989, + 0.12172910571098328, + 0.022999560460448265, + 0.2949835956096649, + 0.09305588901042938, + 0.1074005514383316, + 0.0723302811384201 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.11292979121208191 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899297028779984 + ], + "opposite_logprob_tokens": [ + -2.578993082046509 + ], + "logprob_reward": -0.07899297028779984, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899297028779984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07833947241306305, + 0.06454118341207504, + 0.06902839988470078, + 0.06743777543306351, + 0.218510702252388, + 0.02048533968627453, + 0.1845567673444748, + 0.04084713011980057, + 0.20865097641944885, + 0.04760225489735603 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.07899297028779984 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in cinematic super-slow motion, this extreme low-angle close-up captures the precise moment of collision between two heavy steel spheres on a dark, high-gloss polished wooden floor. Each sphere, with a mirror-like finish that reflects the surrounding darkness and illuminated only by a harsh spotlight overhead, possesses a cold, powerful heaviness. As their surfaces meet, the force of the impact ripples through the frame, transmitting immense force directly to the floor beneath them, causing the polished wood to explode. A beautiful and violent explosion of fine, sharp wood splinters explodes upward and outward in a radial pattern, each tiny fragment capturing a dramatic light as it tumbles gracefully through the air. The scene is a study in contrasts—the smooth, perfect geometry of the spheres against the chaotic, jagged destruction of the wood; the cold gray steel against the warm brown of the floor—creating an atmosphere that is tense, captivating, and intensely visceral.", + "seed": 1832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_6/index_6320_seed_1832_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04032989926636219, + "vlm_logprob": -0.04032989926636219, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04032989926636219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.053157027810811996 + ], + "opposite_logprob_tokens": [ + -3.053157091140747 + ], + "logprob_reward": -0.053157027810811996, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.053157027810811996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20625774562358856, + 0.024875104427337646, + 0.0683332160115242, + 0.09609304368495941, + 0.046417202800512314, + 0.0673058032989502, + 0.10581155866384506, + 0.15622104704380035, + 0.033755313605070114, + 0.19492998719215393 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.053157027810811996 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502346158027649 + ], + "opposite_logprob_tokens": [ + -2.930023431777954 + ], + "logprob_reward": -0.05502346158027649, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502346158027649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2872297763824463, + 0.058180682361125946, + 0.03002544492483139, + 0.11825935542583466, + 0.03468562662601471, + 0.06613343954086304, + 0.09782720357179642, + 0.17374776303768158, + 0.02802950330078602, + 0.1058812364935875 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.05502346158027649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029825745150446892 + ], + "opposite_logprob_tokens": [ + -3.5298256874084473 + ], + "logprob_reward": -0.029825745150446892, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029825745150446892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16376277804374695, + 0.12459218502044678, + 0.038685984909534454, + 0.2202824056148529, + 0.04614078626036644, + 0.20438608527183533, + 0.07490133494138718, + 0.034509796649217606, + 0.03689325600862503, + 0.05584532767534256 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.029825745150446892 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057918548583984 + ], + "opposite_logprob_tokens": [ + -3.168057918548584 + ], + "logprob_reward": -0.043057918548583984, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057918548583984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10497824102640152, + 0.029835740104317665, + 0.02111218497157097, + 0.18039600551128387, + 0.03445135056972504, + 0.20282988250255585, + 0.26779502630233765, + 0.027543263509869576, + 0.08139066398143768, + 0.049667660146951675 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.043057918548583984 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme low-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two heavy steel spheres with a mirror-like finish visible colliding?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor a dark, high-gloss polished wooden surface illuminated by a harsh overhead spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the collision cause the wood floor to explode into fine, sharp splinters moving in a radial pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in cinematic super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058534324169159 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.02058534324169159, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058534324169159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1335965245962143, + 0.04852818325161934, + 0.04818340390920639, + 0.06981083750724792, + 0.09319385141134262, + 0.12013351917266846, + 0.09969794005155563, + 0.0985305905342102, + 0.0939384400844574, + 0.19438676536083221 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.02058534324169159 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_7/index_tensor([4568, 4568])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_7/index_tensor([4568, 4568])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1334dae6575c5b4fce024cf4b32d3670b5253ddd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_7/index_tensor([4568, 4568])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme slow-motion close-up, we are placed from a first-person perspective at the very center of a massive flower, surrounded by clusters of delicate stamens crowned with shimmering golden pollen. The camera begins a slow, steady, outward spiral, capturing the flower's majestic unfolding. Layer after layer of velvety, translucent petals gracefully unfurl and peel away at an almost imperceptible pace, each revealing a deeper, more delicate structure within. A bright, warm external light penetrates these thin, almost cicada-wing structures, transforming each petal into an intricate stained-glass window, refracting and scattering the light, casting a constantly shifting, kaleidoscopic play of shadows within the flower. The image, dominated by soft pinks and deep magentas, is illuminated by golden beams, which clearly outline the delicate veins within the petals. As the camera rotates and the petals shift, these patterns of light and shadow slowly flow, interweave, and overlap across the field of view. The whole process is full of tranquil and majestic vitality, creating an awe-inspiring and dreamlike macro-visual spectacle.", + "seed": 12975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_7/index_4568_seed_12975_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07631729021668435, + "vlm_logprob": -0.07631729021668435, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.07631729021668435, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18162119388580322 + ], + "opposite_logprob_tokens": [ + -1.8066211938858032 + ], + "logprob_reward": -0.18162119388580322, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18162119388580322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2686191201210022, + 0.12857773900032043, + 0.0885591059923172, + 0.08021752536296844, + 0.05391779914498329, + 0.06547694653272629, + 0.12692877650260925, + 0.07216236740350723, + 0.07631106674671173, + 0.03922949358820915 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.18162119388580322 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300651460886 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.023300651460886, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300651460886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14441059529781342, + 0.08494946360588074, + 0.18214093148708344, + 0.09768213331699371, + 0.10725174099206924, + 0.043841082602739334, + 0.0732138603925705, + 0.1348753422498703, + 0.08395831286907196, + 0.047676555812358856 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.023300651460886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278453588485718 + ], + "opposite_logprob_tokens": [ + -2.017784595489502 + ], + "logprob_reward": -0.14278453588485718, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278453588485718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12179167568683624, + 0.06872962415218353, + 0.06517251580953598, + 0.06336621940135956, + 0.042733680456876755, + 0.01787259243428707, + 0.14901608228683472, + 0.23597009479999542, + 0.18853415548801422, + 0.04681333526968956 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.14278453588485718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788486659526825 + ], + "opposite_logprob_tokens": [ + -3.5297884941101074 + ], + "logprob_reward": -0.029788486659526825, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788486659526825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23973870277404785, + 0.11593233048915863, + 0.08654435724020004, + 0.07902834564447403, + 0.07684861123561859, + 0.051338572055101395, + 0.08909090608358383, + 0.10718552023172379, + 0.07924110442399979, + 0.07505153864622116 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.029788486659526825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409158319234848 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.00409158319234848, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409158319234848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13101030886173248, + 0.07058223336935043, + 0.1346690058708191, + 0.051061734557151794, + 0.10583043843507767, + 0.11605403572320938, + 0.09100253880023956, + 0.07209917902946472, + 0.08855491131544113, + 0.13913561403751373 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.00409158319234848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, we are placed from a first-person perspective at the very center of a massive flower, surrounded by clusters of delicate stamens crowned with shimmering golden pollen. The camera begins a slow, steady, outward spiral, capturing the flower's majestic unfolding. Layer after layer of velvety, translucent petals gracefully unfurl and peel away at an almost imperceptible pace, each revealing a deeper, more delicate structure within. A bright, warm external light penetrates these thin, almost cicada-wing structures, transforming each petal into an intricate stained-glass window, refracting and scattering the light, casting a constantly shifting, kaleidoscopic play of shadows within the flower. The image, dominated by soft pinks and deep magentas, is illuminated by golden beams, which clearly outline the delicate veins within the petals. As the camera rotates and the petals shift, these patterns of light and shadow slowly flow, interweave, and overlap across the field of view. The whole process is full of tranquil and majestic vitality, creating an awe-inspiring and dreamlike macro-visual spectacle.", + "seed": 12976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_7/index_4568_seed_12976_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03400691598653793, + "vlm_logprob": -0.03400691598653793, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03400691598653793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06304559111595154 + ], + "opposite_logprob_tokens": [ + -2.8130455017089844 + ], + "logprob_reward": -0.06304559111595154, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06304559111595154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48599112033843994, + 0.046087488532066345, + 0.10267847031354904, + 0.05504640191793442, + 0.021367626264691353, + 0.07751593738794327, + 0.04926242306828499, + 0.03136326000094414, + 0.060349561274051666, + 0.07033777236938477 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.06304559111595154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197020515799522 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.018197020515799522, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197020515799522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7821683883666992, + 0.02768864668905735, + 0.02070125937461853, + 0.013586427085101604, + 0.013907155022025108, + 0.03339843079447746, + 0.023685548454523087, + 0.023426545783877373, + 0.0401022732257843, + 0.021335292607545853 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.018197020515799522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897324860095978 + ], + "opposite_logprob_tokens": [ + -2.5789732933044434 + ], + "logprob_reward": -0.07897324860095978, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897324860095978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.715433657169342, + 0.025818832218647003, + 0.02967408113181591, + 0.032201383262872696, + 0.03889138251543045, + 0.05961716175079346, + 0.018685728311538696, + 0.030372023582458496, + 0.02316172420978546, + 0.026144016534090042 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.07897324860095978 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076235076412558556 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.0076235076412558556, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076235076412558556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7951928973197937, + 0.03636481985449791, + 0.028636928647756577, + 0.02309839054942131, + 0.014291364699602127, + 0.045196015387773514, + 0.009636549279093742, + 0.017990516498684883, + 0.011722419410943985, + 0.017870169132947922 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0076235076412558556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195212058722973 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.002195212058722973, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195212058722973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6745672821998596, + 0.024475302547216415, + 0.046365998685359955, + 0.013742727227509022, + 0.04136122390627861, + 0.040437135845422745, + 0.026998234912753105, + 0.01951557770371437, + 0.04357035830616951, + 0.06896615773439407 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.002195212058722973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, we are placed from a first-person perspective at the very center of a massive flower, surrounded by clusters of delicate stamens crowned with shimmering golden pollen. The camera begins a slow, steady, outward spiral, capturing the flower's majestic unfolding. Layer after layer of velvety, translucent petals gracefully unfurl and peel away at an almost imperceptible pace, each revealing a deeper, more delicate structure within. A bright, warm external light penetrates these thin, almost cicada-wing structures, transforming each petal into an intricate stained-glass window, refracting and scattering the light, casting a constantly shifting, kaleidoscopic play of shadows within the flower. The image, dominated by soft pinks and deep magentas, is illuminated by golden beams, which clearly outline the delicate veins within the petals. As the camera rotates and the petals shift, these patterns of light and shadow slowly flow, interweave, and overlap across the field of view. The whole process is full of tranquil and majestic vitality, creating an awe-inspiring and dreamlike macro-visual spectacle.", + "seed": 12977, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_7/index_4568_seed_12977_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028763054916635156, + "vlm_logprob": -0.028763054916635156, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.028763054916635156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0309621449559927 + ], + "opposite_logprob_tokens": [ + -3.5309622287750244 + ], + "logprob_reward": -0.0309621449559927, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0309621449559927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07057970762252808, + 0.035940032452344894, + 0.458200603723526, + 0.07182745635509491, + 0.0629250705242157, + 0.01791064254939556, + 0.0196247361600399, + 0.11019042134284973, + 0.09917059540748596, + 0.053630728274583817 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.0309621449559927 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787428192794323 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787428192794323, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787428192794323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19661955535411835, + 0.057835645973682404, + 0.20264354348182678, + 0.1133059412240982, + 0.07147380709648132, + 0.023874973878264427, + 0.03126160427927971, + 0.2252383828163147, + 0.04336295276880264, + 0.03438358008861542 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.009787428192794323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902604877948761 + ], + "opposite_logprob_tokens": [ + -2.4640259742736816 + ], + "logprob_reward": -0.08902604877948761, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902604877948761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05906481668353081, + 0.04465959221124649, + 0.7185760140419006, + 0.022292863577604294, + 0.030118267983198166, + 0.01013590581715107, + 0.01339807827025652, + 0.04160931333899498, + 0.03393365070223808, + 0.026211505755782127 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.08902604877948761 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530291453003883 + ], + "opposite_logprob_tokens": [ + -4.387530326843262 + ], + "logprob_reward": -0.012530291453003883, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530291453003883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16526490449905396, + 0.04077177867293358, + 0.4710088074207306, + 0.04747575893998146, + 0.06003135070204735, + 0.012769859284162521, + 0.009808559902012348, + 0.11917980760335922, + 0.04502897709608078, + 0.028660280629992485 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.012530291453003883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015093612018972635 + ], + "opposite_logprob_tokens": [ + -6.501509189605713 + ], + "logprob_reward": -0.0015093612018972635, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015093612018972635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10948442667722702, + 0.03207288682460785, + 0.1545661985874176, + 0.03744113817811012, + 0.15537966787815094, + 0.034131135791540146, + 0.021415380761027336, + 0.24776920676231384, + 0.16440549492835999, + 0.04333454743027687 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.0015093612018972635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, we are placed from a first-person perspective at the very center of a massive flower, surrounded by clusters of delicate stamens crowned with shimmering golden pollen. The camera begins a slow, steady, outward spiral, capturing the flower's majestic unfolding. Layer after layer of velvety, translucent petals gracefully unfurl and peel away at an almost imperceptible pace, each revealing a deeper, more delicate structure within. A bright, warm external light penetrates these thin, almost cicada-wing structures, transforming each petal into an intricate stained-glass window, refracting and scattering the light, casting a constantly shifting, kaleidoscopic play of shadows within the flower. The image, dominated by soft pinks and deep magentas, is illuminated by golden beams, which clearly outline the delicate veins within the petals. As the camera rotates and the petals shift, these patterns of light and shadow slowly flow, interweave, and overlap across the field of view. The whole process is full of tranquil and majestic vitality, creating an awe-inspiring and dreamlike macro-visual spectacle.", + "seed": 12978, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_7/index_4568_seed_12978_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03686418309807778, + "vlm_logprob": -0.03686418309807778, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03686418309807778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08978271484375 + ], + "opposite_logprob_tokens": [ + -2.46478271484375 + ], + "logprob_reward": -0.08978271484375, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08978271484375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21003641188144684, + 0.05618427321314812, + 0.029903985559940338, + 0.12649184465408325, + 0.047852691262960434, + 0.05256989225745201, + 0.043425798416137695, + 0.1875627636909485, + 0.07893041521310806, + 0.16704188287258148 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.08978271484375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125464191660285 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.0125464191660285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125464191660285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08960964530706406, + 0.023925872519612312, + 0.026785362511873245, + 0.05802866071462631, + 0.027570240199565887, + 0.016692504286766052, + 0.06124323606491089, + 0.17085877060890198, + 0.07230239361524582, + 0.4529832899570465 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0125464191660285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054943691939115524 + ], + "opposite_logprob_tokens": [ + -2.929943799972534 + ], + "logprob_reward": -0.054943691939115524, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054943691939115524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056217119097709656, + 0.05011540278792381, + 0.06057111918926239, + 0.04426398500800133, + 0.13036489486694336, + 0.13394795358181, + 0.05417477712035179, + 0.2886911928653717, + 0.15204493701457977, + 0.029608579352498055 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.054943691939115524 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332493871450424 + ], + "opposite_logprob_tokens": [ + -3.651332378387451 + ], + "logprob_reward": -0.026332493871450424, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332493871450424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10146182775497437, + 0.06992938369512558, + 0.0656660869717598, + 0.08008570224046707, + 0.11414802819490433, + 0.10311215370893478, + 0.04886135458946228, + 0.10082978755235672, + 0.05859267711639404, + 0.25731298327445984 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.026332493871450424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective at the center of a massive flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are clusters of delicate stamens crowned with shimmering golden pollen visible surrounding the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do velvety, translucent petals unfurl and peel away at an extremely slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a slow, steady outward spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by soft pinks and deep magentas with golden beams outlining petal veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007155956700444221 + ], + "opposite_logprob_tokens": [ + -7.250715732574463 + ], + "logprob_reward": -0.0007155956700444221, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007155956700444221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06128542870283127, + 0.04100966081023216, + 0.04535079374909401, + 0.02995656430721283, + 0.0637756884098053, + 0.05571398511528969, + 0.06274288892745972, + 0.1606883555650711, + 0.0721295103430748, + 0.4073472023010254 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0007155956700444221 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_8/index_tensor([3749, 3749])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_8/index_tensor([3749, 3749])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a5d1eda87f049a702871ccff6cbba728f8d0da4b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_8/index_tensor([3749, 3749])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle, slightly overhead, static time-lapse video captures a giant Japanese long-legged crab, its entire body and limbs composed entirely of shimmering voxel blocks, moving across a deep sandy seabed. The sand itself is an undulating landscape of dark blue and purple luminescent voxels, countless tiny digital particles emitting a soft inner glow in the gloom. The crab's massive orange-red carapace is composed of countless warmly glowing blocks, and its eight extremely slender legs are similarly constructed like building blocks, their joints clearly displaying mechanical connections. In the time-lapse, it is seen moving with a strange and graceful rhythm, steadily and deliberately lifting and extending its limbs alternately, drawing fleeting tracks across the digital sand, as if erasing pixels. Occasionally, its small front claws swiftly plunge into the sand, sifting and foraging for food, the entire process flowing smoothly and seamlessly. The picture forms a sharp contrast between the cold background and the warm subject, creating a surreal and strange sense of life that combines digital aesthetics and biological dynamics, full of quiet and charming mystery.", + "seed": 20422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_8/index_3749_seed_20422_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0466983558377251, + "vlm_logprob": -0.0466983558377251, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.0466983558377251, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1620897501707077 + ], + "opposite_logprob_tokens": [ + -1.9120897054672241 + ], + "logprob_reward": -0.1620897501707077, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1620897501707077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08831290900707245, + 0.04036870226264, + 0.08228559792041779, + 0.050763316452503204, + 0.28705522418022156, + 0.13552650809288025, + 0.06359010189771652, + 0.025074994191527367, + 0.031947486102581024, + 0.1950751543045044 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.1620897501707077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060706540942192 + ], + "opposite_logprob_tokens": [ + -3.8956069946289062 + ], + "logprob_reward": -0.02060706540942192, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060706540942192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09414782375097275, + 0.0746961310505867, + 0.0483226478099823, + 0.02242327481508255, + 0.04965115711092949, + 0.1727597862482071, + 0.06839625537395477, + 0.05761238932609558, + 0.03510819002985954, + 0.37688228487968445 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.02060706540942192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015143604250624776 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015143604250624776, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015143604250624776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08311021327972412, + 0.050682492554187775, + 0.07063011825084686, + 0.05197415500879288, + 0.1108059510588646, + 0.1818067729473114, + 0.12127663940191269, + 0.15610550343990326, + 0.05453622341156006, + 0.11907191574573517 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.0015143604250624776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006389960180968046 + ], + "opposite_logprob_tokens": [ + -7.375638961791992 + ], + "logprob_reward": -0.0006389960180968046, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006389960180968046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09975606203079224, + 0.040105149149894714, + 0.045426711440086365, + 0.05946490541100502, + 0.05909100919961929, + 0.32304519414901733, + 0.05553437024354935, + 0.0768551453948021, + 0.08053291589021683, + 0.16018851101398468 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0006389960180968046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864160716533661 + ], + "opposite_logprob_tokens": [ + -3.0486416816711426 + ], + "logprob_reward": -0.04864160716533661, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864160716533661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11262106150388718, + 0.14333997666835785, + 0.06907306611537933, + 0.030138054862618446, + 0.08645683526992798, + 0.1522657573223114, + 0.04325161129236221, + 0.0951247289776802, + 0.06268627941608429, + 0.20504258573055267 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.04864160716533661 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, slightly overhead, static time-lapse video captures a giant Japanese long-legged crab, its entire body and limbs composed entirely of shimmering voxel blocks, moving across a deep sandy seabed. The sand itself is an undulating landscape of dark blue and purple luminescent voxels, countless tiny digital particles emitting a soft inner glow in the gloom. The crab's massive orange-red carapace is composed of countless warmly glowing blocks, and its eight extremely slender legs are similarly constructed like building blocks, their joints clearly displaying mechanical connections. In the time-lapse, it is seen moving with a strange and graceful rhythm, steadily and deliberately lifting and extending its limbs alternately, drawing fleeting tracks across the digital sand, as if erasing pixels. Occasionally, its small front claws swiftly plunge into the sand, sifting and foraging for food, the entire process flowing smoothly and seamlessly. The picture forms a sharp contrast between the cold background and the warm subject, creating a surreal and strange sense of life that combines digital aesthetics and biological dynamics, full of quiet and charming mystery.", + "seed": 20423, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_8/index_3749_seed_20423_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040903705591335895, + "vlm_logprob": -0.040903705591335895, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.040903705591335895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11474063992500305 + ], + "opposite_logprob_tokens": [ + -2.2397406101226807 + ], + "logprob_reward": -0.11474063992500305, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11474063992500305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25340044498443604, + 0.10054215788841248, + 0.07798077911138535, + 0.08020070940256119, + 0.037822261452674866, + 0.02767210267484188, + 0.09418892860412598, + 0.05275499075651169, + 0.19323612749576569, + 0.0822015032172203 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.11474063992500305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215279370546341 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.014215279370546341, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215279370546341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1693170815706253, + 0.1526142656803131, + 0.31054064631462097, + 0.04023755341768265, + 0.02951423078775406, + 0.03825521469116211, + 0.07926128804683685, + 0.04162741079926491, + 0.07101854681968689, + 0.06761378049850464 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.014215279370546341 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046386257745325565 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.0046386257745325565, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046386257745325565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1805298626422882, + 0.15277016162872314, + 0.18618690967559814, + 0.17807620763778687, + 0.056370168924331665, + 0.016910647973418236, + 0.08381151407957077, + 0.02157539315521717, + 0.065247543156147, + 0.05852155387401581 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0046386257745325565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009227308910340071 + ], + "opposite_logprob_tokens": [ + -7.000922679901123 + ], + "logprob_reward": -0.0009227308910340071, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009227308910340071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19265182316303253, + 0.09910745918750763, + 0.2644490897655487, + 0.14965523779392242, + 0.040438733994960785, + 0.05749170854687691, + 0.07330556958913803, + 0.027723606675863266, + 0.02369828149676323, + 0.071478471159935 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0009227308910340071 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000125199556351 + ], + "opposite_logprob_tokens": [ + -2.6950013637542725 + ], + "logprob_reward": -0.07000125199556351, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000125199556351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23257653415203094, + 0.08801211416721344, + 0.06065722182393074, + 0.17762981355190277, + 0.12789571285247803, + 0.07759572565555573, + 0.0609457865357399, + 0.061548151075839996, + 0.03905026614665985, + 0.07408871501684189 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.07000125199556351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, slightly overhead, static time-lapse video captures a giant Japanese long-legged crab, its entire body and limbs composed entirely of shimmering voxel blocks, moving across a deep sandy seabed. The sand itself is an undulating landscape of dark blue and purple luminescent voxels, countless tiny digital particles emitting a soft inner glow in the gloom. The crab's massive orange-red carapace is composed of countless warmly glowing blocks, and its eight extremely slender legs are similarly constructed like building blocks, their joints clearly displaying mechanical connections. In the time-lapse, it is seen moving with a strange and graceful rhythm, steadily and deliberately lifting and extending its limbs alternately, drawing fleeting tracks across the digital sand, as if erasing pixels. Occasionally, its small front claws swiftly plunge into the sand, sifting and foraging for food, the entire process flowing smoothly and seamlessly. The picture forms a sharp contrast between the cold background and the warm subject, creating a surreal and strange sense of life that combines digital aesthetics and biological dynamics, full of quiet and charming mystery.", + "seed": 20424, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_8/index_3749_seed_20424_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.044551929971203205, + "vlm_logprob": -0.044551929971203205, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.044551929971203205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16461780667304993 + ], + "opposite_logprob_tokens": [ + -1.9146177768707275 + ], + "logprob_reward": -0.16461780667304993, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16461780667304993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20020054280757904, + 0.16190595924854279, + 0.2364732325077057, + 0.029499605298042297, + 0.16495072841644287, + 0.02313319221138954, + 0.023473650217056274, + 0.01708422601222992, + 0.095887191593647, + 0.0473916120827198 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.16461780667304993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018214579671621323 + ], + "opposite_logprob_tokens": [ + -4.018214702606201 + ], + "logprob_reward": -0.018214579671621323, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018214579671621323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38019558787345886, + 0.1660114973783493, + 0.06610850244760513, + 0.03742295876145363, + 0.087629035115242, + 0.03717144951224327, + 0.06190995126962662, + 0.016410861164331436, + 0.09470272064208984, + 0.05243745818734169 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.018214579671621323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013403251068666577 + ], + "opposite_logprob_tokens": [ + -6.626340389251709 + ], + "logprob_reward": -0.0013403251068666577, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013403251068666577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12465234845876694, + 0.07199086993932724, + 0.5001816749572754, + 0.04869089275598526, + 0.06256015598773956, + 0.08203411102294922, + 0.015235804952681065, + 0.017403338104486465, + 0.049394939094781876, + 0.027855880558490753 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0013403251068666577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000500196241773665 + ], + "opposite_logprob_tokens": [ + -7.625500202178955 + ], + "logprob_reward": -0.000500196241773665, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.000500196241773665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08440034836530685, + 0.3675387501716614, + 0.14540696144104004, + 0.11603372544050217, + 0.0955515205860138, + 0.03406333550810814, + 0.054714251309633255, + 0.0331333689391613, + 0.031456999480724335, + 0.03770079463720322 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.000500196241773665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808674216270447 + ], + "opposite_logprob_tokens": [ + -3.2880866527557373 + ], + "logprob_reward": -0.03808674216270447, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808674216270447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13958624005317688, + 0.17947524785995483, + 0.35671067237854004, + 0.04903845861554146, + 0.0626320019364357, + 0.02514348365366459, + 0.0357661247253418, + 0.0360005721449852, + 0.05720469355583191, + 0.05844246968626976 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.03808674216270447 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, slightly overhead, static time-lapse video captures a giant Japanese long-legged crab, its entire body and limbs composed entirely of shimmering voxel blocks, moving across a deep sandy seabed. The sand itself is an undulating landscape of dark blue and purple luminescent voxels, countless tiny digital particles emitting a soft inner glow in the gloom. The crab's massive orange-red carapace is composed of countless warmly glowing blocks, and its eight extremely slender legs are similarly constructed like building blocks, their joints clearly displaying mechanical connections. In the time-lapse, it is seen moving with a strange and graceful rhythm, steadily and deliberately lifting and extending its limbs alternately, drawing fleeting tracks across the digital sand, as if erasing pixels. Occasionally, its small front claws swiftly plunge into the sand, sifting and foraging for food, the entire process flowing smoothly and seamlessly. The picture forms a sharp contrast between the cold background and the warm subject, creating a surreal and strange sense of life that combines digital aesthetics and biological dynamics, full of quiet and charming mystery.", + "seed": 20425, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_8/index_3749_seed_20425_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0521519920323044, + "vlm_logprob": -0.0521519920323044, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.0521519920323044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2042245864868164 + ], + "opposite_logprob_tokens": [ + -1.7042245864868164 + ], + "logprob_reward": -0.2042245864868164, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2042245864868164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18811166286468506, + 0.141784206032753, + 0.029772568494081497, + 0.19078463315963745, + 0.17108404636383057, + 0.07390964031219482, + 0.05162399634718895, + 0.07121574133634567, + 0.05029786378145218, + 0.03141561150550842 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.2042245864868164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101385578513145 + ], + "opposite_logprob_tokens": [ + -4.511101245880127 + ], + "logprob_reward": -0.011101385578513145, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101385578513145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1254107505083084, + 0.06680570542812347, + 0.04695122689008713, + 0.20679791271686554, + 0.08913210034370422, + 0.10309085249900818, + 0.0719526931643486, + 0.07023143023252487, + 0.18170101940631866, + 0.03792630881071091 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.011101385578513145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943843555636704 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.001943843555636704, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943843555636704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16936495900154114, + 0.10801313817501068, + 0.1403590589761734, + 0.13119404017925262, + 0.07256874442100525, + 0.16716481745243073, + 0.053566303104162216, + 0.0360521525144577, + 0.07500918209552765, + 0.04670760780572891 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.001943843555636704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004419303731992841 + ], + "opposite_logprob_tokens": [ + -7.750442028045654 + ], + "logprob_reward": -0.0004419303731992841, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004419303731992841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.068862684071064, + 0.1217942088842392, + 0.0944405123591423, + 0.11510758846998215, + 0.1906438171863556, + 0.0634184256196022, + 0.08113992214202881, + 0.12712576985359192, + 0.05726444348692894, + 0.0802026242017746 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.0004419303731992841 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a giant Japanese long-legged crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the crab's body and limbs composed entirely of shimmering voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a deep sandy seabed made of dark blue and purple luminescent voxels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab's carapace orange-red and composed of warmly glowing blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly overhead and static while capturing a time-lapse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304821416735649 + ], + "opposite_logprob_tokens": [ + -3.168048143386841 + ], + "logprob_reward": -0.04304821416735649, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304821416735649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10632651299238205, + 0.09202360361814499, + 0.049765028059482574, + 0.14433670043945312, + 0.16459223628044128, + 0.12686263024806976, + 0.09723292291164398, + 0.04171149432659149, + 0.11701792478561401, + 0.06013091281056404 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.04304821416735649 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_9/index_tensor([6093, 6093])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_9/index_tensor([6093, 6093])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0cf0f8b8e9038d596b2bb1dd6b31b265df01fb6f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_9/index_tensor([6093, 6093])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "As the camera executes a dizzying Hitchcockian zoom—the camera physically moves backward while the lens zooms forward—the perspective of the entire scene is dramatically distorted, creating a powerful sense of psychological oppression and spatial stretch. This dynamic shot focuses on the center of a magnificent but decaying Gothic four-poster bed, where a sleeping figure lies upon yellowed, dusty silk sheets. The figure is clad in a once-luxurious, now faded and worn, deep purple velvet robe. Their pale, gaunt face, with its skin so thin it is almost translucent, is shrouded in high cheekbones and sunken eye sockets, creating a scene of profound silence. At this moment, the figure's chest rises and falls, and their jaw opens at an unnatural, slow, and exaggerated angle in a silent yet monumental yawn, revealing the depths of a dark, unfathomable mouth. Meanwhile, the interior of the ancient house in the background is stretched to its limits: the thick, ghostly cobwebs dangling from the ceiling seem to stretch infinitely backward, the mottled murals on the walls and the dusty antique furniture in the distance are visually rapidly pushed into the distance, while the yawning figure in the foreground maintains a stable size within the frame. A faint, cold moonlight filters through a grimy arched window high above, precisely illuminating the dust motes dancing in the air and the fine, spidery wrinkles on the figure's face. The entire scene is rendered with exquisite digital art, with every strand of spider silk and every speck of dust possessing exceptional clarity and texture, creating an eerie atmosphere that is both gorgeous and unsettling, evoking something ancient.", + "seed": 5814, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_9/index_6093_seed_5814_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24198237713426352, + "vlm_logprob": -0.24198237713426352, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.24198237713426352, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9036970138549805 + ], + "opposite_logprob_tokens": [ + -0.5286970138549805 + ], + "logprob_reward": -0.9036970138549805, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9036970138549805, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1191113144159317, + 0.06524576246738434, + 0.11371580511331558, + 0.07025311887264252, + 0.08099481463432312, + 0.0850486308336258, + 0.08650236576795578, + 0.13439135253429413, + 0.08312324434518814, + 0.16161353886127472 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.9036970138549805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311715573072433 + ], + "opposite_logprob_tokens": [ + -3.7733116149902344 + ], + "logprob_reward": -0.023311715573072433, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311715573072433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22312292456626892, + 0.1156025305390358, + 0.0817321240901947, + 0.029801754280924797, + 0.047904085367918015, + 0.06419911980628967, + 0.03713565692305565, + 0.19147218763828278, + 0.09069212526082993, + 0.11833754926919937 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.023311715573072433 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207052998244762 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014207052998244762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207052998244762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3846263587474823, + 0.10987348109483719, + 0.06444936990737915, + 0.05184772610664368, + 0.042203377932310104, + 0.05056674778461456, + 0.06178392097353935, + 0.12420535087585449, + 0.060418061912059784, + 0.05002562701702118 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.014207052998244762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562573850154877 + ], + "opposite_logprob_tokens": [ + -1.60062575340271 + ], + "logprob_reward": -0.22562573850154877, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562573850154877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16708829998970032, + 0.09154777973890305, + 0.09652449190616608, + 0.06549554318189621, + 0.07527559250593185, + 0.08160363137722015, + 0.05605744197964668, + 0.24218416213989258, + 0.07908042520284653, + 0.04514255002140999 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.22562573850154877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043070364743471146 + ], + "opposite_logprob_tokens": [ + -3.1680703163146973 + ], + "logprob_reward": -0.043070364743471146, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043070364743471146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1829329878091812, + 0.10081171989440918, + 0.09794944524765015, + 0.06106226518750191, + 0.06645771116018295, + 0.09640994668006897, + 0.07286086678504944, + 0.09505240619182587, + 0.06947248429059982, + 0.1569901704788208 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.043070364743471146 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera executes a dizzying Hitchcockian zoom—the camera physically moves backward while the lens zooms forward—the perspective of the entire scene is dramatically distorted, creating a powerful sense of psychological oppression and spatial stretch. This dynamic shot focuses on the center of a magnificent but decaying Gothic four-poster bed, where a sleeping figure lies upon yellowed, dusty silk sheets. The figure is clad in a once-luxurious, now faded and worn, deep purple velvet robe. Their pale, gaunt face, with its skin so thin it is almost translucent, is shrouded in high cheekbones and sunken eye sockets, creating a scene of profound silence. At this moment, the figure's chest rises and falls, and their jaw opens at an unnatural, slow, and exaggerated angle in a silent yet monumental yawn, revealing the depths of a dark, unfathomable mouth. Meanwhile, the interior of the ancient house in the background is stretched to its limits: the thick, ghostly cobwebs dangling from the ceiling seem to stretch infinitely backward, the mottled murals on the walls and the dusty antique furniture in the distance are visually rapidly pushed into the distance, while the yawning figure in the foreground maintains a stable size within the frame. A faint, cold moonlight filters through a grimy arched window high above, precisely illuminating the dust motes dancing in the air and the fine, spidery wrinkles on the figure's face. The entire scene is rendered with exquisite digital art, with every strand of spider silk and every speck of dust possessing exceptional clarity and texture, creating an eerie atmosphere that is both gorgeous and unsettling, evoking something ancient.", + "seed": 5815, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_9/index_6093_seed_5815_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23889534175395966, + "vlm_logprob": -0.23889534175395966, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.23889534175395966, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.979744553565979 + ], + "opposite_logprob_tokens": [ + -0.479744553565979 + ], + "logprob_reward": -0.979744553565979, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.979744553565979, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06817587465047836, + 0.07530976831912994, + 0.07735181599855423, + 0.07375728338956833, + 0.11285863071680069, + 0.07339084148406982, + 0.2666245400905609, + 0.0729791447520256, + 0.13978980481624603, + 0.03976237773895264 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.979744553565979 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331206575036049 + ], + "opposite_logprob_tokens": [ + -3.7733120918273926 + ], + "logprob_reward": -0.02331206575036049, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331206575036049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.101584292948246, + 0.11409125477075577, + 0.35502442717552185, + 0.0779321938753128, + 0.027088774368166924, + 0.056675028055906296, + 0.10960839688777924, + 0.06780391186475754, + 0.025217536836862564, + 0.06497415900230408 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.02331206575036049 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811397194862366 + ], + "opposite_logprob_tokens": [ + -3.529811382293701 + ], + "logprob_reward": -0.029811397194862366, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811397194862366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2413085699081421, + 0.058245472609996796, + 0.3016115725040436, + 0.07096141576766968, + 0.023164216428995132, + 0.05789412185549736, + 0.07111743837594986, + 0.10003821551799774, + 0.030897323042154312, + 0.044761717319488525 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.029811397194862366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295118927955627 + ], + "opposite_logprob_tokens": [ + -2.2379512786865234 + ], + "logprob_reward": -0.11295118927955627, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295118927955627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06753841787576675, + 0.07289782166481018, + 0.4563734531402588, + 0.07412358373403549, + 0.03476564586162567, + 0.12859727442264557, + 0.04543367773294449, + 0.04915476217865944, + 0.02780047245323658, + 0.04331492632627487 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.11295118927955627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048657502979040146 + ], + "opposite_logprob_tokens": [ + -3.0486574172973633 + ], + "logprob_reward": -0.048657502979040146, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048657502979040146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06949277967214584, + 0.09210406243801117, + 0.2910238206386566, + 0.073482446372509, + 0.043379198759794235, + 0.07659035176038742, + 0.08725403994321823, + 0.18568181991577148, + 0.03824153169989586, + 0.04274998977780342 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.048657502979040146 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera executes a dizzying Hitchcockian zoom—the camera physically moves backward while the lens zooms forward—the perspective of the entire scene is dramatically distorted, creating a powerful sense of psychological oppression and spatial stretch. This dynamic shot focuses on the center of a magnificent but decaying Gothic four-poster bed, where a sleeping figure lies upon yellowed, dusty silk sheets. The figure is clad in a once-luxurious, now faded and worn, deep purple velvet robe. Their pale, gaunt face, with its skin so thin it is almost translucent, is shrouded in high cheekbones and sunken eye sockets, creating a scene of profound silence. At this moment, the figure's chest rises and falls, and their jaw opens at an unnatural, slow, and exaggerated angle in a silent yet monumental yawn, revealing the depths of a dark, unfathomable mouth. Meanwhile, the interior of the ancient house in the background is stretched to its limits: the thick, ghostly cobwebs dangling from the ceiling seem to stretch infinitely backward, the mottled murals on the walls and the dusty antique furniture in the distance are visually rapidly pushed into the distance, while the yawning figure in the foreground maintains a stable size within the frame. A faint, cold moonlight filters through a grimy arched window high above, precisely illuminating the dust motes dancing in the air and the fine, spidery wrinkles on the figure's face. The entire scene is rendered with exquisite digital art, with every strand of spider silk and every speck of dust possessing exceptional clarity and texture, creating an eerie atmosphere that is both gorgeous and unsettling, evoking something ancient.", + "seed": 5816, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_9/index_6093_seed_5816_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.197079199552536, + "vlm_logprob": -0.197079199552536, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.197079199552536, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8300786018371582 + ], + "opposite_logprob_tokens": [ + -0.5800786018371582 + ], + "logprob_reward": -0.8300786018371582, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8300786018371582, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1656915843486786, + 0.045524321496486664, + 0.0969143807888031, + 0.08780448883771896, + 0.2533831000328064, + 0.11125422269105911, + 0.07489920407533646, + 0.058308038860559464, + 0.04853474721312523, + 0.05768588185310364 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.8300786018371582 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255878061056137 + ], + "opposite_logprob_tokens": [ + -4.387558937072754 + ], + "logprob_reward": -0.01255878061056137, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255878061056137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05545865371823311, + 0.053919095546007156, + 0.04092772677540779, + 0.14745688438415527, + 0.32565072178840637, + 0.06329166144132614, + 0.058991819620132446, + 0.1832433044910431, + 0.03812123090028763, + 0.03293883800506592 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.01255878061056137 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077401116490364 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077401116490364, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077401116490364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05761321261525154, + 0.08910282701253891, + 0.18519710004329681, + 0.1698761135339737, + 0.13659121096134186, + 0.02277871035039425, + 0.04185345396399498, + 0.14943674206733704, + 0.10063030570745468, + 0.046920295804739 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.016077401116490364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033199936151505 + ], + "opposite_logprob_tokens": [ + -2.350332021713257 + ], + "logprob_reward": -0.10033199936151505, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033199936151505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06238085776567459, + 0.07810274511575699, + 0.09434720873832703, + 0.13942113518714905, + 0.07129590958356857, + 0.052182216197252274, + 0.05821630358695984, + 0.23528000712394714, + 0.15962710976600647, + 0.049146492034196854 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.10033199936151505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634921483695507 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.02634921483695507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634921483695507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09228915721178055, + 0.1300756186246872, + 0.101369209587574, + 0.17749522626399994, + 0.11447317898273468, + 0.03798650950193405, + 0.061072491109371185, + 0.07939092069864273, + 0.11382503062486649, + 0.09202270209789276 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.02634921483695507 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "As the camera executes a dizzying Hitchcockian zoom—the camera physically moves backward while the lens zooms forward—the perspective of the entire scene is dramatically distorted, creating a powerful sense of psychological oppression and spatial stretch. This dynamic shot focuses on the center of a magnificent but decaying Gothic four-poster bed, where a sleeping figure lies upon yellowed, dusty silk sheets. The figure is clad in a once-luxurious, now faded and worn, deep purple velvet robe. Their pale, gaunt face, with its skin so thin it is almost translucent, is shrouded in high cheekbones and sunken eye sockets, creating a scene of profound silence. At this moment, the figure's chest rises and falls, and their jaw opens at an unnatural, slow, and exaggerated angle in a silent yet monumental yawn, revealing the depths of a dark, unfathomable mouth. Meanwhile, the interior of the ancient house in the background is stretched to its limits: the thick, ghostly cobwebs dangling from the ceiling seem to stretch infinitely backward, the mottled murals on the walls and the dusty antique furniture in the distance are visually rapidly pushed into the distance, while the yawning figure in the foreground maintains a stable size within the frame. A faint, cold moonlight filters through a grimy arched window high above, precisely illuminating the dust motes dancing in the air and the fine, spidery wrinkles on the figure's face. The entire scene is rendered with exquisite digital art, with every strand of spider silk and every speck of dust possessing exceptional clarity and texture, creating an eerie atmosphere that is both gorgeous and unsettling, evoking something ancient.", + "seed": 5817, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000230/group_9/index_6093_seed_5817_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2016796008683741, + "vlm_logprob": -0.2016796008683741, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.2016796008683741, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9014343023300171 + ], + "opposite_logprob_tokens": [ + -0.5264343023300171 + ], + "logprob_reward": -0.9014343023300171, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9014343023300171, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05394640937447548, + 0.037265125662088394, + 0.04338220879435539, + 0.08801192790269852, + 0.10879489034414291, + 0.04180142655968666, + 0.07930608838796616, + 0.07440204918384552, + 0.43621087074279785, + 0.036878954619169235 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.9014343023300171 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650568313896656 + ], + "opposite_logprob_tokens": [ + -4.758650779724121 + ], + "logprob_reward": -0.008650568313896656, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650568313896656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13976097106933594, + 0.07708240300416946, + 0.12246333807706833, + 0.08219391107559204, + 0.09391695261001587, + 0.04315163567662239, + 0.09617669135332108, + 0.09392287582159042, + 0.2060297727584839, + 0.045301444828510284 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.008650568313896656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255098920315504 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.005255098920315504, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255098920315504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06744635105133057, + 0.05174260586500168, + 0.04825245216488838, + 0.11557956784963608, + 0.13717620074748993, + 0.018406637012958527, + 0.027007678523659706, + 0.07918772846460342, + 0.4270321726799011, + 0.028168607503175735 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.005255098920315504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496050417423248 + ], + "opposite_logprob_tokens": [ + -2.9299604892730713 + ], + "logprob_reward": -0.05496050417423248, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496050417423248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022334491834044456, + 0.018255865201354027, + 0.029374228790402412, + 0.1530749499797821, + 0.5898346900939941, + 0.03295699506998062, + 0.02469605766236782, + 0.05567498505115509, + 0.05523126944899559, + 0.018566492944955826 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.05496050417423248 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a backward physical movement while simultaneously zooming forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a sleeping figure lying on a Gothic four-poster bed with yellowed, dusty silk sheets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a deep purple velvet robe and displaying a pale, gaunt face with translucent skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure perform a slow, exaggerated yawn with the jaw opening at an unnatural angle while the chest rises and falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background interior visually distorted with stretched cobwebs and rapidly pushed-away furniture while the foreground figure maintains a stable size?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097530603408813 + ], + "opposite_logprob_tokens": [ + -3.288097620010376 + ], + "logprob_reward": -0.038097530603408813, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097530603408813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052951812744140625, + 0.029087917879223824, + 0.0927024632692337, + 0.060863059014081955, + 0.27230527997016907, + 0.024874653667211533, + 0.03971168398857117, + 0.09944669902324677, + 0.29221534729003906, + 0.035841137170791626 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.038097530603408813 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_0/index_tensor([2705, 2705])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_0/index_tensor([2705, 2705])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2290833124782d398098b2d68359faf928880e4e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_0/index_tensor([2705, 2705])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro close-up captures a soft pink rose, half-open and half-closed, at eye level. Its petals, layered and folded, reveal a velvety texture. Glistening drops of water, left behind by the rain, scatter along its edges and folds, each like a tiny diamond, reflecting the blurred green background. A gentle breeze gently caresses the delicate stem, causing the entire flower to tremble gracefully. The plump drops of water roll precariously yet gracefully across the petals, one even sliding down the smooth curve, leaving a trail of moisture. In the soft, diffused light of the first clearing after the rain, the wet garden background is blurred into a tranquil deep green. The light accentuates the saturated color of the pink petals and creates a shimmering shimmer on the drops of water. The fresh and tranquil tones of the entire scene create a fragile yet resilient beauty of life, imbued with the tranquility and vitality of nature after its baptism.", + "seed": 9578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_0/index_2705_seed_9578_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10301629600580782, + "vlm_logprob": -0.10301629600580782, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.10301629600580782, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01868281699717045 + ], + "opposite_logprob_tokens": [ + -4.018682956695557 + ], + "logprob_reward": -0.01868281699717045, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01868281699717045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04788500443100929, + 0.03919892758131027, + 0.0333692692220211, + 0.735230028629303, + 0.011477374471724033, + 0.00904753990471363, + 0.018245147541165352, + 0.01524071954190731, + 0.02236429788172245, + 0.06794161349534988 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.01868281699717045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207405038177967 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207405038177967, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207405038177967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14987656474113464, + 0.1318534016609192, + 0.2037368267774582, + 0.19323725998401642, + 0.0886673554778099, + 0.03990085795521736, + 0.034713637083768845, + 0.032524559646844864, + 0.043324410915374756, + 0.0821651741862297 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.014207405038177967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06747210025787354, + 0.0632665827870369, + 0.08709845691919327, + 0.514600932598114, + 0.02687997557222843, + 0.04093976691365242, + 0.06103130802512169, + 0.035683922469615936, + 0.029156291857361794, + 0.07387060672044754 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742758274078369 + ], + "opposite_logprob_tokens": [ + -0.9742758274078369 + ], + "logprob_reward": -0.4742758274078369, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742758274078369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04409969225525856, + 0.04985980689525604, + 0.03173421695828438, + 0.6704607605934143, + 0.023191286250948906, + 0.01680835895240307, + 0.028920821845531464, + 0.021449025720357895, + 0.034482963383197784, + 0.07899297773838043 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.4742758274078369 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011798333143815398 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.0011798333143815398, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011798333143815398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12932223081588745, + 0.10098152607679367, + 0.20359691977500916, + 0.2785302400588989, + 0.06360498070716858, + 0.02954588457942009, + 0.04204542562365532, + 0.03350121155381203, + 0.05230385437607765, + 0.0665678083896637 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0011798333143815398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up captures a soft pink rose, half-open and half-closed, at eye level. Its petals, layered and folded, reveal a velvety texture. Glistening drops of water, left behind by the rain, scatter along its edges and folds, each like a tiny diamond, reflecting the blurred green background. A gentle breeze gently caresses the delicate stem, causing the entire flower to tremble gracefully. The plump drops of water roll precariously yet gracefully across the petals, one even sliding down the smooth curve, leaving a trail of moisture. In the soft, diffused light of the first clearing after the rain, the wet garden background is blurred into a tranquil deep green. The light accentuates the saturated color of the pink petals and creates a shimmering shimmer on the drops of water. The fresh and tranquil tones of the entire scene create a fragile yet resilient beauty of life, imbued with the tranquility and vitality of nature after its baptism.", + "seed": 9579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_0/index_2705_seed_9579_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07024636417627335, + "vlm_logprob": -0.07024636417627335, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.07024636417627335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021073833107948303 + ], + "opposite_logprob_tokens": [ + -3.896073818206787 + ], + "logprob_reward": -0.021073833107948303, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021073833107948303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2642401456832886, + 0.14258481562137604, + 0.11614940315485, + 0.34387946128845215, + 0.03496897220611572, + 0.030459484085440636, + 0.019684694707393646, + 0.024313945323228836, + 0.009593958966434002, + 0.014125158078968525 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.021073833107948303 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16083194315433502, + 0.11983012408018112, + 0.15539135038852692, + 0.07082431763410568, + 0.07276654243469238, + 0.07134664058685303, + 0.047981951385736465, + 0.06251300126314163, + 0.0393558070063591, + 0.19915829598903656 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673500495031476 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.00673500495031476, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673500495031476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17033332586288452, + 0.10070311278104782, + 0.21357488632202148, + 0.24260924756526947, + 0.03733682632446289, + 0.07600177824497223, + 0.04981690272688866, + 0.07705235481262207, + 0.018683578819036484, + 0.013888000510632992 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.00673500495031476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343957781791687 + ], + "opposite_logprob_tokens": [ + -1.3134396076202393 + ], + "logprob_reward": -0.31343957781791687, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343957781791687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14617705345153809, + 0.1999150663614273, + 0.030230188742280006, + 0.15033690631389618, + 0.07538822293281555, + 0.12436510622501373, + 0.047933027148246765, + 0.039230529218912125, + 0.09025374799966812, + 0.09617012739181519 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.31343957781791687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013344916515052319 + ], + "opposite_logprob_tokens": [ + -6.6263346672058105 + ], + "logprob_reward": -0.0013344916515052319, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013344916515052319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27630582451820374, + 0.026050541549921036, + 0.07818101346492767, + 0.27526211738586426, + 0.038298577070236206, + 0.05361957848072052, + 0.0796821266412735, + 0.0500602051615715, + 0.0260506272315979, + 0.09648939967155457 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0013344916515052319 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up captures a soft pink rose, half-open and half-closed, at eye level. Its petals, layered and folded, reveal a velvety texture. Glistening drops of water, left behind by the rain, scatter along its edges and folds, each like a tiny diamond, reflecting the blurred green background. A gentle breeze gently caresses the delicate stem, causing the entire flower to tremble gracefully. The plump drops of water roll precariously yet gracefully across the petals, one even sliding down the smooth curve, leaving a trail of moisture. In the soft, diffused light of the first clearing after the rain, the wet garden background is blurred into a tranquil deep green. The light accentuates the saturated color of the pink petals and creates a shimmering shimmer on the drops of water. The fresh and tranquil tones of the entire scene create a fragile yet resilient beauty of life, imbued with the tranquility and vitality of nature after its baptism.", + "seed": 9580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_0/index_2705_seed_9580_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12150539215654135, + "vlm_logprob": -0.12150539215654135, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.12150539215654135, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013173803687095642 + ], + "opposite_logprob_tokens": [ + -4.388173580169678 + ], + "logprob_reward": -0.013173803687095642, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013173803687095642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16352583467960358, + 0.18918946385383606, + 0.07468961924314499, + 0.14635609090328217, + 0.056174397468566895, + 0.11743412911891937, + 0.08105353266000748, + 0.08828698843717575, + 0.03730524703860283, + 0.045984700322151184 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.013173803687095642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652695454657078 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652695454657078, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652695454657078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20067429542541504, + 0.13870443403720856, + 0.09786348044872284, + 0.06339997053146362, + 0.04863765090703964, + 0.06577392667531967, + 0.07684405893087387, + 0.21264484524726868, + 0.03780335187911987, + 0.057653941214084625 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.008652695454657078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627411279827356 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627411279827356, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627411279827356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14478005468845367, + 0.1526138186454773, + 0.1267247200012207, + 0.08771529048681259, + 0.07570276409387589, + 0.1907193511724472, + 0.10510198771953583, + 0.057265471667051315, + 0.028928903862833977, + 0.030447671189904213 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.007627411279827356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761337280273438 + ], + "opposite_logprob_tokens": [ + -0.8261337280273438 + ], + "logprob_reward": -0.5761337280273438, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761337280273438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13934914767742157, + 0.05432869866490364, + 0.07488304376602173, + 0.08611208200454712, + 0.0921243280172348, + 0.2543479800224304, + 0.13515329360961914, + 0.0892481803894043, + 0.02199445106089115, + 0.052458830177783966 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.5761337280273438 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019393223337829113 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019393223337829113, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019393223337829113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2626183331012726, + 0.09500285238027573, + 0.08877357840538025, + 0.09079807996749878, + 0.06150012090802193, + 0.08043742924928665, + 0.07550923526287079, + 0.12085488438606262, + 0.04458988830447197, + 0.07991556078195572 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0019393223337829113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up captures a soft pink rose, half-open and half-closed, at eye level. Its petals, layered and folded, reveal a velvety texture. Glistening drops of water, left behind by the rain, scatter along its edges and folds, each like a tiny diamond, reflecting the blurred green background. A gentle breeze gently caresses the delicate stem, causing the entire flower to tremble gracefully. The plump drops of water roll precariously yet gracefully across the petals, one even sliding down the smooth curve, leaving a trail of moisture. In the soft, diffused light of the first clearing after the rain, the wet garden background is blurred into a tranquil deep green. The light accentuates the saturated color of the pink petals and creates a shimmering shimmer on the drops of water. The fresh and tranquil tones of the entire scene create a fragile yet resilient beauty of life, imbued with the tranquility and vitality of nature after its baptism.", + "seed": 9581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_0/index_2705_seed_9581_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05951812781859189, + "vlm_logprob": -0.05951812781859189, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.05951812781859189, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02113872952759266 + ], + "opposite_logprob_tokens": [ + -3.8961386680603027 + ], + "logprob_reward": -0.02113872952759266, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02113872952759266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15487711131572723, + 0.0775795578956604, + 0.07516226172447205, + 0.0836510956287384, + 0.09918060898780823, + 0.10906629264354706, + 0.13458088040351868, + 0.0407964326441288, + 0.17524510622024536, + 0.049860723316669464 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.02113872952759266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420881599187851 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.01420881599187851, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420881599187851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11656086891889572, + 0.18273688852787018, + 0.24699440598487854, + 0.10477598011493683, + 0.0635732114315033, + 0.048493899405002594, + 0.04923926666378975, + 0.03995127230882645, + 0.07739973813295364, + 0.07027444988489151 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.01420881599187851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638513274490833 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638513274490833, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638513274490833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15349632501602173, + 0.22535863518714905, + 0.3593875765800476, + 0.016201071441173553, + 0.030425909906625748, + 0.06141612306237221, + 0.04107709228992462, + 0.026906805112957954, + 0.0703364834189415, + 0.015394018031656742 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.008638513274490833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209295749664307 + ], + "opposite_logprob_tokens": [ + -1.502092957496643 + ], + "logprob_reward": -0.25209295749664307, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209295749664307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17223528027534485, + 0.1828661412000656, + 0.08798731863498688, + 0.05128323659300804, + 0.20912665128707886, + 0.04638945311307907, + 0.04037055745720863, + 0.027358880266547203, + 0.12125914543867111, + 0.061123285442590714 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.25209295749664307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a soft pink rose that is half-open and half-closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are glistening water drops visible on the rose petals and edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a blurred deep green garden?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rose tremble or sway due to a gentle breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, creating a shimmering effect on the water drops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015116228023543954 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015116228023543954, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015116228023543954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11886893957853317, + 0.1800476610660553, + 0.04832031950354576, + 0.07817690819501877, + 0.15962274372577667, + 0.09977244585752487, + 0.08299899846315384, + 0.07946520298719406, + 0.05910196155309677, + 0.09362474083900452 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0015116228023543954 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_1/index_tensor([3435, 3435])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_1/index_tensor([3435, 3435])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..13a4e5f696821df1511b62d106ea82758764dd14 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_1/index_tensor([3435, 3435])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level wide-angle shot captures a magnificent ancient Chinese hall, rendered entirely in the minimalist style of traditional ink painting. The building's expansive, multi-tiered tiled roof and intricate wooden architecture are defined not by sharp lines but by bold, calligraphic strokes in varying ink tones, ranging from deep black to pale gray. A delicate wash of pale, earthy sediment softens these dark lines, imbuing the structure with an ancient, timeless quality. In the immediate foreground, a gnarled, leafless tree stands in stark silhouette, its twisted branches sticking out like bones. Beside it, a shallow puddle in the damp ground acts as a natural mirror, the hall's soft, slightly distorted reflection shimmering almost imperceptibly, the only sign of movement in the entire frame. Set against a vast, empty white sky, the entire scene's deliberate use of negative space enhances the composition's balance, isolates the architectural forms, and creates an atmosphere of profound tranquility and contemplative peace, evoking a profound sense of history and the silent passage of time.", + "seed": 1833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_1/index_3435_seed_1833_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01164930071681738, + "vlm_logprob": -0.01164930071681738, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.01164930071681738, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020844561979174614 + ], + "opposite_logprob_tokens": [ + -3.8958444595336914 + ], + "logprob_reward": -0.020844561979174614, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020844561979174614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07421726733446121, + 0.038009170442819595, + 0.04185275360941887, + 0.04343066364526749, + 0.02511437237262726, + 0.04098866879940033, + 0.47618648409843445, + 0.08565942943096161, + 0.11828449368476868, + 0.05625668540596962 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.020844561979174614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052548618987202644 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.0052548618987202644, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052548618987202644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20575498044490814, + 0.163686141371727, + 0.05696525797247887, + 0.06338337063789368, + 0.046403445303440094, + 0.06916075944900513, + 0.10448459535837173, + 0.05832170322537422, + 0.16745594143867493, + 0.06438376754522324 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0052548618987202644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634015679359436 + ], + "opposite_logprob_tokens": [ + -3.6513402462005615 + ], + "logprob_reward": -0.02634015679359436, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634015679359436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24692988395690918, + 0.08442960679531097, + 0.040410030633211136, + 0.06028403714299202, + 0.0906817764043808, + 0.07435472309589386, + 0.20195484161376953, + 0.04350549727678299, + 0.11775925755500793, + 0.039690326899290085 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.02634015679359436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036112351808696985 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.0036112351808696985, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036112351808696985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057042237371206284, + 0.0740005150437355, + 0.04217859357595444, + 0.05573596432805061, + 0.03220425918698311, + 0.5620859265327454, + 0.027076557278633118, + 0.025452746078372, + 0.03390198573470116, + 0.09032119810581207 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.0036112351808696985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021956877317279577 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.0021956877317279577, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021956877317279577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38646993041038513, + 0.12507084012031555, + 0.04503251984715462, + 0.1069667637348175, + 0.044943541288375854, + 0.057067666202783585, + 0.07390768826007843, + 0.043720927089452744, + 0.0649285838007927, + 0.05189162492752075 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0021956877317279577 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a magnificent ancient Chinese hall, rendered entirely in the minimalist style of traditional ink painting. The building's expansive, multi-tiered tiled roof and intricate wooden architecture are defined not by sharp lines but by bold, calligraphic strokes in varying ink tones, ranging from deep black to pale gray. A delicate wash of pale, earthy sediment softens these dark lines, imbuing the structure with an ancient, timeless quality. In the immediate foreground, a gnarled, leafless tree stands in stark silhouette, its twisted branches sticking out like bones. Beside it, a shallow puddle in the damp ground acts as a natural mirror, the hall's soft, slightly distorted reflection shimmering almost imperceptibly, the only sign of movement in the entire frame. Set against a vast, empty white sky, the entire scene's deliberate use of negative space enhances the composition's balance, isolates the architectural forms, and creates an atmosphere of profound tranquility and contemplative peace, evoking a profound sense of history and the silent passage of time.", + "seed": 1834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_1/index_3435_seed_1834_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.005546894430881366, + "vlm_logprob": -0.005546894430881366, + "vlm_yes_no_margin": 6.125, + "vlm_token_credit": -0.005546894430881366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018422218039631844 + ], + "opposite_logprob_tokens": [ + -4.0184221267700195 + ], + "logprob_reward": -0.018422218039631844, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018422218039631844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09224172681570053, + 0.049928463995456696, + 0.032723214477300644, + 0.06602614372968674, + 0.06422019004821777, + 0.054445065557956696, + 0.03800327703356743, + 0.19750705361366272, + 0.27880987524986267, + 0.12609508633613586 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.018422218039631844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024927754420787096 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.0024927754420787096, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024927754420787096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18254728615283966, + 0.09531158208847046, + 0.040668975561857224, + 0.045750368386507034, + 0.053264204412698746, + 0.2669215202331543, + 0.0468427948653698, + 0.08505386114120483, + 0.09580975025892258, + 0.08782967925071716 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0024927754420787096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004383556661196053 + ], + "opposite_logprob_tokens": [ + -7.750438213348389 + ], + "logprob_reward": -0.0004383556661196053, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004383556661196053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12013749778270721, + 0.11437369883060455, + 0.08131130784749985, + 0.03242379054427147, + 0.04610448703169823, + 0.05259827896952629, + 0.09714940935373306, + 0.27024760842323303, + 0.14437466859817505, + 0.041279345750808716 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0004383556661196053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059434822760522366 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.0059434822760522366, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059434822760522366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13191953301429749, + 0.16678951680660248, + 0.09541603922843933, + 0.048665259033441544, + 0.044970203191041946, + 0.06282313913106918, + 0.23335228860378265, + 0.08717609196901321, + 0.06475769728422165, + 0.0641302838921547 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0059434822760522366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00043764073052443564 + ], + "opposite_logprob_tokens": [ + -7.7504377365112305 + ], + "logprob_reward": -0.00043764073052443564, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00043764073052443564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4049549698829651, + 0.10055440664291382, + 0.05341288819909096, + 0.09657624363899231, + 0.02444704994559288, + 0.06330036371946335, + 0.05185773968696594, + 0.052344080060720444, + 0.08072857558727264, + 0.07182371616363525 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00043764073052443564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a magnificent ancient Chinese hall, rendered entirely in the minimalist style of traditional ink painting. The building's expansive, multi-tiered tiled roof and intricate wooden architecture are defined not by sharp lines but by bold, calligraphic strokes in varying ink tones, ranging from deep black to pale gray. A delicate wash of pale, earthy sediment softens these dark lines, imbuing the structure with an ancient, timeless quality. In the immediate foreground, a gnarled, leafless tree stands in stark silhouette, its twisted branches sticking out like bones. Beside it, a shallow puddle in the damp ground acts as a natural mirror, the hall's soft, slightly distorted reflection shimmering almost imperceptibly, the only sign of movement in the entire frame. Set against a vast, empty white sky, the entire scene's deliberate use of negative space enhances the composition's balance, isolates the architectural forms, and creates an atmosphere of profound tranquility and contemplative peace, evoking a profound sense of history and the silent passage of time.", + "seed": 1835, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_1/index_3435_seed_1835_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0035827526240609585, + "vlm_logprob": -0.0035827526240609585, + "vlm_yes_no_margin": 6.075, + "vlm_token_credit": -0.0035827526240609585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004277959931641817 + ], + "opposite_logprob_tokens": [ + -5.504278182983398 + ], + "logprob_reward": -0.004277959931641817, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004277959931641817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17851974070072174, + 0.18253907561302185, + 0.11672655493021011, + 0.0808653011918068, + 0.11767366528511047, + 0.04288661852478981, + 0.036138616502285004, + 0.07243035733699799, + 0.11724117398262024, + 0.05497889965772629 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.004277959931641817 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015156697481870651 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015156697481870651, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015156697481870651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22465400397777557, + 0.13874821364879608, + 0.13266953825950623, + 0.05686738342046738, + 0.09624078869819641, + 0.04479653388261795, + 0.0355687141418457, + 0.05397073179483414, + 0.14840926229953766, + 0.06807474046945572 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0015156697481870651 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017121669370681047 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017121669370681047, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017121669370681047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11195018142461777, + 0.21173113584518433, + 0.2276669144630432, + 0.06640369445085526, + 0.0792861357331276, + 0.0792832002043724, + 0.046056199818849564, + 0.07011910527944565, + 0.05194201320409775, + 0.05556143820285797 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0017121669370681047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009773616679012775 + ], + "opposite_logprob_tokens": [ + -4.6347737312316895 + ], + "logprob_reward": -0.009773616679012775, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009773616679012775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12435196340084076, + 0.050257448107004166, + 0.49449846148490906, + 0.05379993095993996, + 0.058370813727378845, + 0.050834771245718, + 0.03084639087319374, + 0.044883280992507935, + 0.049491990357637405, + 0.042664870619773865 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.009773616679012775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006343498243950307 + ], + "opposite_logprob_tokens": [ + -7.37563419342041 + ], + "logprob_reward": -0.0006343498243950307, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006343498243950307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20390304923057556, + 0.06444856524467468, + 0.31105244159698486, + 0.03752230107784271, + 0.08902784436941147, + 0.037438880652189255, + 0.018392685800790787, + 0.057290732860565186, + 0.08480031788349152, + 0.0961231142282486 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0006343498243950307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot captures a magnificent ancient Chinese hall, rendered entirely in the minimalist style of traditional ink painting. The building's expansive, multi-tiered tiled roof and intricate wooden architecture are defined not by sharp lines but by bold, calligraphic strokes in varying ink tones, ranging from deep black to pale gray. A delicate wash of pale, earthy sediment softens these dark lines, imbuing the structure with an ancient, timeless quality. In the immediate foreground, a gnarled, leafless tree stands in stark silhouette, its twisted branches sticking out like bones. Beside it, a shallow puddle in the damp ground acts as a natural mirror, the hall's soft, slightly distorted reflection shimmering almost imperceptibly, the only sign of movement in the entire frame. Set against a vast, empty white sky, the entire scene's deliberate use of negative space enhances the composition's balance, isolates the architectural forms, and creates an atmosphere of profound tranquility and contemplative peace, evoking a profound sense of history and the silent passage of time.", + "seed": 1836, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_1/index_3435_seed_1836_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010524760792031884, + "vlm_logprob": -0.010524760792031884, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.010524760792031884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00419130502268672 + ], + "opposite_logprob_tokens": [ + -5.5041913986206055 + ], + "logprob_reward": -0.00419130502268672, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00419130502268672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47432178258895874, + 0.07413482666015625, + 0.07026231288909912, + 0.028787046670913696, + 0.08409430086612701, + 0.04250670224428177, + 0.04265282303094864, + 0.11154720187187195, + 0.03698641434311867, + 0.03470659628510475 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.00419130502268672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763084227219224 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.00763084227219224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763084227219224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6633015275001526, + 0.04988320544362068, + 0.08679753541946411, + 0.015187178738415241, + 0.0390746034681797, + 0.03993384167551994, + 0.023420721292495728, + 0.039940234273672104, + 0.016699759289622307, + 0.02576136216521263 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00763084227219224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033684153109788895 + ], + "opposite_logprob_tokens": [ + -3.408684253692627 + ], + "logprob_reward": -0.033684153109788895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033684153109788895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4423784613609314, + 0.07749179005622864, + 0.023605914786458015, + 0.017014147713780403, + 0.11910219490528107, + 0.052686139941215515, + 0.08078768849372864, + 0.12058781087398529, + 0.027232438325881958, + 0.0391133651137352 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.033684153109788895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046315062791109085 + ], + "opposite_logprob_tokens": [ + -5.379631519317627 + ], + "logprob_reward": -0.0046315062791109085, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046315062791109085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40996742248535156, + 0.018758777529001236, + 0.020010752603411674, + 0.014728309586644173, + 0.26160359382629395, + 0.06936434656381607, + 0.0995035246014595, + 0.06518147140741348, + 0.01657087169587612, + 0.02431088127195835 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0046315062791109085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese hall with a multi-tiered tiled roof and wooden architecture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a minimalist traditional ink painting using bold calligraphic strokes in varying ink tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a gnarled, leafless tree visible in the immediate foreground as a stark silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a shallow puddle visible in the foreground acting as a mirror with a distorted reflection of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set against a vast, empty white sky with significant negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485997276380658 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.002485997276380658, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485997276380658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3919351100921631, + 0.02085370011627674, + 0.109896220266819, + 0.06488877534866333, + 0.12918715178966522, + 0.03897571563720703, + 0.09022524207830429, + 0.06569355726242065, + 0.015220116823911667, + 0.07312436401844025 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.002485997276380658 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_10/index_tensor([693, 693])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_10/index_tensor([693, 693])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ac94ae65ec306429626e66d0d0679afcaf2e7bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_10/index_tensor([693, 693])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic aerial shot begins high in the air, then slowly descends and advances, capturing the final golden glow of sunset, which shimmers across the vast expanse of the Bian River like molten gold. A massive grain ship, constructed of heavy, dark brown planks and heavily laden with cargo, steadily plows through the waves, creating ripples across the golden waters. On the deck, beige grain sacks tied with thick hemp ropes pile up like a mountain. As the camera steadily descends, the focus seamlessly shifts from the grand scene to a striking close-up, framing the weathered face of a boatman. Wrapped in a faded, indigo-colored turban, its edges soaked with sweat, his tanned skin, deeply wrinkled by time and the scorching sun, particularly around his eyes and mouth, seems to bear witness to the hardships of countless voyages. Yet, his deep eyes, backlit by the low-angled golden light, appear remarkably bright, unflinching and unyielding. His lips are pursed, his jaw set firmly as he gazes out over the distant river. The entire image is imbued with Steve McCurry's signature rich, highly saturated color style—the sky a fiery orange-red, the river a dazzling gold, and the boatman's blues and browns a steady, rich hue. The intense color contrast and dramatic light and shadow effects create an atmosphere of solemnity, tranquility, and yet a powerful vitality.", + "seed": 22485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_10/index_693_seed_22485_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026721830782480537, + "vlm_logprob": -0.026721830782480537, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.026721830782480537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07148833572864532 + ], + "opposite_logprob_tokens": [ + -2.696488380432129 + ], + "logprob_reward": -0.07148833572864532, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07148833572864532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23877738416194916, + 0.07197757065296173, + 0.06354818493127823, + 0.13915689289569855, + 0.2910265624523163, + 0.029953718185424805, + 0.03863761946558952, + 0.023866895586252213, + 0.04486612603068352, + 0.05818910524249077 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.07148833572864532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330053597688675 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.02330053597688675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330053597688675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45294389128685, + 0.07198294252157211, + 0.10729334503412247, + 0.06965941190719604, + 0.1725204885005951, + 0.024507412686944008, + 0.025252239778637886, + 0.01984814554452896, + 0.02818005159497261, + 0.027812063694000244 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02330053597688675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369314596056938 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369314596056938, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369314596056938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12540942430496216, + 0.1215147003531456, + 0.13647176325321198, + 0.2179817408323288, + 0.11100751161575317, + 0.04290149360895157, + 0.09612835943698883, + 0.06389166414737701, + 0.053903814405202866, + 0.030789507552981377 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.03369314596056938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614442190155387 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.003614442190155387, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614442190155387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12432875484228134, + 0.0930740088224411, + 0.06785064935684204, + 0.08129191398620605, + 0.33496275544166565, + 0.04137885943055153, + 0.06285731494426727, + 0.07749307155609131, + 0.07451014220714569, + 0.04225257784128189 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.003614442190155387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015126940561458468 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015126940561458468, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015126940561458468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39654698967933655, + 0.1263943761587143, + 0.05950738862156868, + 0.08701341599225998, + 0.05451958253979683, + 0.043604087084531784, + 0.07242316752672195, + 0.0639016181230545, + 0.021390723064541817, + 0.07469864934682846 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0015126940561458468 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic aerial shot begins high in the air, then slowly descends and advances, capturing the final golden glow of sunset, which shimmers across the vast expanse of the Bian River like molten gold. A massive grain ship, constructed of heavy, dark brown planks and heavily laden with cargo, steadily plows through the waves, creating ripples across the golden waters. On the deck, beige grain sacks tied with thick hemp ropes pile up like a mountain. As the camera steadily descends, the focus seamlessly shifts from the grand scene to a striking close-up, framing the weathered face of a boatman. Wrapped in a faded, indigo-colored turban, its edges soaked with sweat, his tanned skin, deeply wrinkled by time and the scorching sun, particularly around his eyes and mouth, seems to bear witness to the hardships of countless voyages. Yet, his deep eyes, backlit by the low-angled golden light, appear remarkably bright, unflinching and unyielding. His lips are pursed, his jaw set firmly as he gazes out over the distant river. The entire image is imbued with Steve McCurry's signature rich, highly saturated color style—the sky a fiery orange-red, the river a dazzling gold, and the boatman's blues and browns a steady, rich hue. The intense color contrast and dramatic light and shadow effects create an atmosphere of solemnity, tranquility, and yet a powerful vitality.", + "seed": 22486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_10/index_693_seed_22486_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027401504083536567, + "vlm_logprob": -0.027401504083536567, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.027401504083536567, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05181402713060379 + ], + "opposite_logprob_tokens": [ + -3.051814079284668 + ], + "logprob_reward": -0.05181402713060379, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05181402713060379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.880225658416748, + 0.01866143010556698, + 0.005454585887491703, + 0.016297394409775734, + 0.013168101198971272, + 0.020214512944221497, + 0.01899593323469162, + 0.015062619000673294, + 0.007233587093651295, + 0.004686214029788971 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.05181402713060379 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308577999472618 + ], + "opposite_logprob_tokens": [ + -3.168085813522339 + ], + "logprob_reward": -0.04308577999472618, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308577999472618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8781468272209167, + 0.04235072061419487, + 0.009356865659356117, + 0.020515238866209984, + 0.006635391153395176, + 0.005967646837234497, + 0.006036287173628807, + 0.021527839824557304, + 0.007000946439802647, + 0.0024622976779937744 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.04308577999472618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038102004677057266 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038102004677057266, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038102004677057266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8347668647766113, + 0.032966211438179016, + 0.009973438456654549, + 0.017783598974347115, + 0.022889316082000732, + 0.047447193413972855, + 0.0070178392343223095, + 0.014001106843352318, + 0.010953058488667011, + 0.0022013012785464525 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.038102004677057266 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015141224721446633 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015141224721446633, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015141224721446633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30375874042510986, + 0.04467950016260147, + 0.05467294901609421, + 0.10830670595169067, + 0.03272638097405434, + 0.1660449504852295, + 0.06053341552615166, + 0.10927803069353104, + 0.09041721373796463, + 0.029582085087895393 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0015141224721446633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024915861431509256 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.0024915861431509256, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024915861431509256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7787817120552063, + 0.021051917225122452, + 0.01541218627244234, + 0.06501947343349457, + 0.01783250831067562, + 0.017465321347117424, + 0.02168196626007557, + 0.027081478387117386, + 0.019998807460069656, + 0.01567467488348484 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0024915861431509256 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic aerial shot begins high in the air, then slowly descends and advances, capturing the final golden glow of sunset, which shimmers across the vast expanse of the Bian River like molten gold. A massive grain ship, constructed of heavy, dark brown planks and heavily laden with cargo, steadily plows through the waves, creating ripples across the golden waters. On the deck, beige grain sacks tied with thick hemp ropes pile up like a mountain. As the camera steadily descends, the focus seamlessly shifts from the grand scene to a striking close-up, framing the weathered face of a boatman. Wrapped in a faded, indigo-colored turban, its edges soaked with sweat, his tanned skin, deeply wrinkled by time and the scorching sun, particularly around his eyes and mouth, seems to bear witness to the hardships of countless voyages. Yet, his deep eyes, backlit by the low-angled golden light, appear remarkably bright, unflinching and unyielding. His lips are pursed, his jaw set firmly as he gazes out over the distant river. The entire image is imbued with Steve McCurry's signature rich, highly saturated color style—the sky a fiery orange-red, the river a dazzling gold, and the boatman's blues and browns a steady, rich hue. The intense color contrast and dramatic light and shadow effects create an atmosphere of solemnity, tranquility, and yet a powerful vitality.", + "seed": 22487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_10/index_693_seed_22487_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12036857334896922, + "vlm_logprob": -0.12036857334896922, + "vlm_yes_no_margin": 3.2249999761581423, + "vlm_token_credit": -0.12036857334896922, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14442403614521027 + ], + "opposite_logprob_tokens": [ + -2.0194239616394043 + ], + "logprob_reward": -0.14442403614521027, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14442403614521027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19115933775901794, + 0.1339806169271469, + 0.13090373575687408, + 0.1866254359483719, + 0.10620751231908798, + 0.08276975899934769, + 0.0446077361702919, + 0.04610734060406685, + 0.04648641496896744, + 0.031152142211794853 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.14442403614521027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486829102039337 + ], + "opposite_logprob_tokens": [ + -1.2236828804016113 + ], + "logprob_reward": -0.3486829102039337, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486829102039337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21132433414459229, + 0.2080356627702713, + 0.09732067584991455, + 0.20788198709487915, + 0.08642440289258957, + 0.05385037511587143, + 0.04471048340201378, + 0.04086527228355408, + 0.015640800818800926, + 0.033946022391319275 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.3486829102039337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029813647270203 + ], + "opposite_logprob_tokens": [ + -2.3502981662750244 + ], + "logprob_reward": -0.10029813647270203, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029813647270203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24507808685302734, + 0.14024582505226135, + 0.14123843610286713, + 0.1199338510632515, + 0.05972396954894066, + 0.07850407063961029, + 0.05492795258760452, + 0.08039932698011398, + 0.060551539063453674, + 0.01939690113067627 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.10029813647270203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248873233795166 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.00248873233795166, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248873233795166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19802050292491913, + 0.10651183128356934, + 0.16445529460906982, + 0.13373081386089325, + 0.05495284125208855, + 0.05330539122223854, + 0.12186231464147568, + 0.06957604736089706, + 0.03176119551062584, + 0.06582378596067429 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.00248873233795166 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949051585048437 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949051585048437, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949051585048437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2560213506221771, + 0.1694059520959854, + 0.16253463923931122, + 0.07361747324466705, + 0.07907009869813919, + 0.0766701027750969, + 0.05016534402966499, + 0.03803851827979088, + 0.04559249058365822, + 0.048884037882089615 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005949051585048437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic aerial shot begins high in the air, then slowly descends and advances, capturing the final golden glow of sunset, which shimmers across the vast expanse of the Bian River like molten gold. A massive grain ship, constructed of heavy, dark brown planks and heavily laden with cargo, steadily plows through the waves, creating ripples across the golden waters. On the deck, beige grain sacks tied with thick hemp ropes pile up like a mountain. As the camera steadily descends, the focus seamlessly shifts from the grand scene to a striking close-up, framing the weathered face of a boatman. Wrapped in a faded, indigo-colored turban, its edges soaked with sweat, his tanned skin, deeply wrinkled by time and the scorching sun, particularly around his eyes and mouth, seems to bear witness to the hardships of countless voyages. Yet, his deep eyes, backlit by the low-angled golden light, appear remarkably bright, unflinching and unyielding. His lips are pursed, his jaw set firmly as he gazes out over the distant river. The entire image is imbued with Steve McCurry's signature rich, highly saturated color style—the sky a fiery orange-red, the river a dazzling gold, and the boatman's blues and browns a steady, rich hue. The intense color contrast and dramatic light and shadow effects create an atmosphere of solemnity, tranquility, and yet a powerful vitality.", + "seed": 22488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_10/index_693_seed_22488_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02055695347953588, + "vlm_logprob": -0.02055695347953588, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.02055695347953588, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0637253075838089 + ], + "opposite_logprob_tokens": [ + -2.813725233078003 + ], + "logprob_reward": -0.0637253075838089, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0637253075838089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.148716002702713, + 0.16069062054157257, + 0.039333537220954895, + 0.08686557412147522, + 0.05218322575092316, + 0.04113330692052841, + 0.13476286828517914, + 0.10161935538053513, + 0.149770125746727, + 0.08492548018693924 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0637253075838089 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607998088002205 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.01607998088002205, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607998088002205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16493892669677734, + 0.3550753593444824, + 0.05963759496808052, + 0.106737419962883, + 0.03875213861465454, + 0.040566496551036835, + 0.07139525562524796, + 0.03594189137220383, + 0.04140966013073921, + 0.08554527163505554 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01607998088002205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184728920459747 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184728920459747, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184728920459747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23739509284496307, + 0.2237175554037094, + 0.08665888011455536, + 0.07107438147068024, + 0.12270072847604752, + 0.06461817771196365, + 0.06927643716335297, + 0.07188010215759277, + 0.02694314531981945, + 0.02573557011783123 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.018184728920459747 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036151548847556114 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036151548847556114, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036151548847556114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.184507355093956, + 0.10526802390813828, + 0.05052146688103676, + 0.07087074220180511, + 0.033198282122612, + 0.03520079702138901, + 0.11522449553012848, + 0.10801862180233002, + 0.16363678872585297, + 0.1335534155368805 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0036151548847556114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on the Bian River during sunset with golden lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive grain ship made of dark brown planks laden with beige grain sacks visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a high aerial view and descend while advancing towards the ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a boatman wearing a faded indigo turban with tanned, wrinkled skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by highly saturated colors with a fiery orange-red sky and dazzling gold river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001179595128633082 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.001179595128633082, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001179595128633082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1956154704093933, + 0.19897308945655823, + 0.03236599639058113, + 0.0672355517745018, + 0.06765475124120712, + 0.03908901289105415, + 0.05317627266049385, + 0.09206333756446838, + 0.04362640902400017, + 0.21020013093948364 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.001179595128633082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_11/index_tensor([10, 10])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_11/index_tensor([10, 10])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..113a1fb6816c6cfb56ecbe2a7220793cf753dd82 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_11/index_tensor([10, 10])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Static wide-angle footage captures a breathtaking aerial spectacle, rendered in the detailed, high-fidelity style of Japanese anime. A pair of majestic Eurasian griffons, their forms defined by clean, expressive lines, engage in an elaborate courtship ritual high in the sky. Their plumage is remarkably detailed, featuring a creamy white head and ruff, a pale brown body, and long, dark primary feathers. Their claws snap together in a powerful, precise grip as they initiate a dramatic, symmetrical downward spiral, performing a cartwheel across the vast, open air. Their powerful wings, spread wide and fluttering in the wind, each feather individually animated, displaying subtle ripples and adjustments in their masterfully controlled descent. The backdrop is a breathtaking panorama of majestic, jagged peaks dotted with light snow, their sharp gray forms contrasting dramatically against the deep, crisp blue of the high-altitude sky. Bright, direct sunlight casts sharp, transparent highlights on the upper surfaces of their wings and creates deep shadows, emphasizing their dynamic forms. The camera remains perfectly steady, maintaining a fixed frame on the falling birds without any pans or zooms, allowing their captivating, gravity-defying dance to unfold entirely within the composition, creating an atmosphere of pure, unbridled natural majesty and awe.", + "seed": 2692, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_11/index_10_seed_2692_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4421540768817067, + "vlm_logprob": -0.4421540768817067, + "vlm_yes_no_margin": 1.45, + "vlm_token_credit": -0.4421540768817067, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4748203754425049 + ], + "opposite_logprob_tokens": [ + -0.9748203754425049 + ], + "logprob_reward": -0.4748203754425049, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4748203754425049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09529448300600052, + 0.4311498999595642, + 0.08026033639907837, + 0.052885621786117554, + 0.020584922283887863, + 0.03494546562433243, + 0.04720260575413704, + 0.10748641937971115, + 0.10177312046289444, + 0.028417136520147324 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.4748203754425049 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004893571138382 + ], + "opposite_logprob_tokens": [ + -2.6950490474700928 + ], + "logprob_reward": -0.07004893571138382, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004893571138382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12335158884525299, + 0.3871425688266754, + 0.1029316708445549, + 0.049876514822244644, + 0.024424148723483086, + 0.04392475262284279, + 0.05734829604625702, + 0.1271883100271225, + 0.047117237001657486, + 0.03669491037726402 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.07004893571138382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577846646308899 + ], + "opposite_logprob_tokens": [ + -0.6327846646308899 + ], + "logprob_reward": -0.7577846646308899, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577846646308899, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03383396938443184, + 0.3669489920139313, + 0.06403698027133942, + 0.07811289280653, + 0.038513895124197006, + 0.07975318282842636, + 0.06832023710012436, + 0.09222524613142014, + 0.054895345121622086, + 0.12335934489965439 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.7577846646308899 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779282845556736 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779282845556736, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779282845556736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10404833406209946, + 0.21228155493736267, + 0.0888729989528656, + 0.06360261887311935, + 0.12263385206460953, + 0.06374159455299377, + 0.06572435051202774, + 0.14554104208946228, + 0.02334095723927021, + 0.11021275818347931 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.009779282845556736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983371257781982 + ], + "opposite_logprob_tokens": [ + -0.5233371257781982 + ], + "logprob_reward": -0.8983371257781982, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983371257781982, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.024098046123981476, + 0.7361447215080261, + 0.015914160758256912, + 0.017977340146899223, + 0.026216065511107445, + 0.013866398483514786, + 0.018809275701642036, + 0.08737288415431976, + 0.04433448240160942, + 0.01526656188070774 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.8983371257781982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "Static wide-angle footage captures a breathtaking aerial spectacle, rendered in the detailed, high-fidelity style of Japanese anime. A pair of majestic Eurasian griffons, their forms defined by clean, expressive lines, engage in an elaborate courtship ritual high in the sky. Their plumage is remarkably detailed, featuring a creamy white head and ruff, a pale brown body, and long, dark primary feathers. Their claws snap together in a powerful, precise grip as they initiate a dramatic, symmetrical downward spiral, performing a cartwheel across the vast, open air. Their powerful wings, spread wide and fluttering in the wind, each feather individually animated, displaying subtle ripples and adjustments in their masterfully controlled descent. The backdrop is a breathtaking panorama of majestic, jagged peaks dotted with light snow, their sharp gray forms contrasting dramatically against the deep, crisp blue of the high-altitude sky. Bright, direct sunlight casts sharp, transparent highlights on the upper surfaces of their wings and creates deep shadows, emphasizing their dynamic forms. The camera remains perfectly steady, maintaining a fixed frame on the falling birds without any pans or zooms, allowing their captivating, gravity-defying dance to unfold entirely within the composition, creating an atmosphere of pure, unbridled natural majesty and awe.", + "seed": 2693, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_11/index_10_seed_2693_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4150078694336116, + "vlm_logprob": -0.4150078694336116, + "vlm_yes_no_margin": 1.65, + "vlm_token_credit": -0.4150078694336116, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28178858757019043 + ], + "opposite_logprob_tokens": [ + -1.4067885875701904 + ], + "logprob_reward": -0.28178858757019043, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28178858757019043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10672788321971893, + 0.10530281811952591, + 0.09584790468215942, + 0.0789685994386673, + 0.12046971917152405, + 0.035938411951065063, + 0.11553490161895752, + 0.05478925257921219, + 0.11618293821811676, + 0.17023751139640808 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.28178858757019043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206408143043518 + ], + "opposite_logprob_tokens": [ + -2.8120641708374023 + ], + "logprob_reward": -0.06206408143043518, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206408143043518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11561662703752518, + 0.1809946596622467, + 0.04855060204863548, + 0.0410618893802166, + 0.10557146370410919, + 0.0374753512442112, + 0.07932679355144501, + 0.04639821499586105, + 0.13567866384983063, + 0.2093256711959839 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.06206408143043518 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261332511901855 + ], + "opposite_logprob_tokens": [ + -0.5761332511901855 + ], + "logprob_reward": -0.8261332511901855, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261332511901855, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17625059187412262, + 0.09623055905103683, + 0.06286804378032684, + 0.07080791890621185, + 0.09902676194906235, + 0.09123501181602478, + 0.08942430466413498, + 0.0550314337015152, + 0.18740610778331757, + 0.07171928137540817 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.8261332511901855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067332289181649685 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.0067332289181649685, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067332289181649685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1296071857213974, + 0.06332873553037643, + 0.09034039825201035, + 0.027970021590590477, + 0.24353638291358948, + 0.05390693247318268, + 0.048310719430446625, + 0.05246908590197563, + 0.071621835231781, + 0.2189086526632309 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0067332289181649685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.898320198059082 + ], + "opposite_logprob_tokens": [ + -0.523320198059082 + ], + "logprob_reward": -0.898320198059082, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.898320198059082, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13591201603412628, + 0.07087013125419617, + 0.06392502039670944, + 0.05511332303285599, + 0.09680768102407455, + 0.07322647422552109, + 0.07350554317235947, + 0.08817532658576965, + 0.20125195384025574, + 0.14121253788471222 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.898320198059082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "Static wide-angle footage captures a breathtaking aerial spectacle, rendered in the detailed, high-fidelity style of Japanese anime. A pair of majestic Eurasian griffons, their forms defined by clean, expressive lines, engage in an elaborate courtship ritual high in the sky. Their plumage is remarkably detailed, featuring a creamy white head and ruff, a pale brown body, and long, dark primary feathers. Their claws snap together in a powerful, precise grip as they initiate a dramatic, symmetrical downward spiral, performing a cartwheel across the vast, open air. Their powerful wings, spread wide and fluttering in the wind, each feather individually animated, displaying subtle ripples and adjustments in their masterfully controlled descent. The backdrop is a breathtaking panorama of majestic, jagged peaks dotted with light snow, their sharp gray forms contrasting dramatically against the deep, crisp blue of the high-altitude sky. Bright, direct sunlight casts sharp, transparent highlights on the upper surfaces of their wings and creates deep shadows, emphasizing their dynamic forms. The camera remains perfectly steady, maintaining a fixed frame on the falling birds without any pans or zooms, allowing their captivating, gravity-defying dance to unfold entirely within the composition, creating an atmosphere of pure, unbridled natural majesty and awe.", + "seed": 2694, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_11/index_10_seed_2694_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.39752256544306874, + "vlm_logprob": -0.39752256544306874, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.39752256544306874, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25271838903427124 + ], + "opposite_logprob_tokens": [ + -1.502718448638916 + ], + "logprob_reward": -0.25271838903427124, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25271838903427124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23390795290470123, + 0.14960846304893494, + 0.12759889662265778, + 0.06031211465597153, + 0.02924121357500553, + 0.09056709706783295, + 0.05535322427749634, + 0.0935407504439354, + 0.05790973827242851, + 0.10196049511432648 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.25271838903427124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620616190135479 + ], + "opposite_logprob_tokens": [ + -2.8120615482330322 + ], + "logprob_reward": -0.0620616190135479, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620616190135479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29434314370155334, + 0.08309994637966156, + 0.0962873324751854, + 0.07112908363342285, + 0.06558234244585037, + 0.14686918258666992, + 0.033883124589920044, + 0.13564813137054443, + 0.027134397998452187, + 0.04602332040667534 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0620616190135479 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933231353759766 + ], + "opposite_logprob_tokens": [ + -0.6933231353759766 + ], + "logprob_reward": -0.6933231353759766, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933231353759766, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11917086690664291, + 0.05790743976831436, + 0.0742303729057312, + 0.06182466447353363, + 0.09622178971767426, + 0.23894675076007843, + 0.022809186950325966, + 0.08625641465187073, + 0.113127700984478, + 0.12950481474399567 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.6933231353759766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248221103101969 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005248221103101969, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248221103101969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.231994166970253, + 0.07974617928266525, + 0.061919935047626495, + 0.07360336184501648, + 0.05273573845624924, + 0.1822754293680191, + 0.17863787710666656, + 0.02455233596265316, + 0.055845703929662704, + 0.05868922919034958 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.005248221103101969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974261462688446 + ], + "opposite_logprob_tokens": [ + -0.47426146268844604 + ], + "logprob_reward": -0.974261462688446, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974261462688446, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.274370402097702, + 0.07839284092187881, + 0.048944637179374695, + 0.11105901747941971, + 0.025411296635866165, + 0.08778741955757141, + 0.060593362897634506, + 0.1287076324224472, + 0.1055884137749672, + 0.07914503663778305 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.974261462688446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "Static wide-angle footage captures a breathtaking aerial spectacle, rendered in the detailed, high-fidelity style of Japanese anime. A pair of majestic Eurasian griffons, their forms defined by clean, expressive lines, engage in an elaborate courtship ritual high in the sky. Their plumage is remarkably detailed, featuring a creamy white head and ruff, a pale brown body, and long, dark primary feathers. Their claws snap together in a powerful, precise grip as they initiate a dramatic, symmetrical downward spiral, performing a cartwheel across the vast, open air. Their powerful wings, spread wide and fluttering in the wind, each feather individually animated, displaying subtle ripples and adjustments in their masterfully controlled descent. The backdrop is a breathtaking panorama of majestic, jagged peaks dotted with light snow, their sharp gray forms contrasting dramatically against the deep, crisp blue of the high-altitude sky. Bright, direct sunlight casts sharp, transparent highlights on the upper surfaces of their wings and creates deep shadows, emphasizing their dynamic forms. The camera remains perfectly steady, maintaining a fixed frame on the falling birds without any pans or zooms, allowing their captivating, gravity-defying dance to unfold entirely within the composition, creating an atmosphere of pure, unbridled natural majesty and awe.", + "seed": 2695, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_11/index_10_seed_2695_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4492548668757081, + "vlm_logprob": -0.4492548668757081, + "vlm_yes_no_margin": 1.3, + "vlm_token_credit": -0.4492548668757081, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6336240768432617 + ], + "opposite_logprob_tokens": [ + -0.7586240768432617 + ], + "logprob_reward": -0.6336240768432617, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6336240768432617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27935969829559326, + 0.1759289652109146, + 0.08680392056703568, + 0.04178127273917198, + 0.09309367090463638, + 0.07892253994941711, + 0.02522067166864872, + 0.046702586114406586, + 0.09126546233892441, + 0.0809212252497673 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.6336240768432617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710464000701904 + ], + "opposite_logprob_tokens": [ + -2.1271047592163086 + ], + "logprob_reward": -0.12710464000701904, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710464000701904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.431604266166687, + 0.11776366829872131, + 0.11705038696527481, + 0.029187610372900963, + 0.0596904419362545, + 0.02126920223236084, + 0.03569604083895683, + 0.05576736107468605, + 0.06461349874734879, + 0.06735753268003464 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.12710464000701904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761492848396301 + ], + "opposite_logprob_tokens": [ + -0.8261492848396301 + ], + "logprob_reward": -0.5761492848396301, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761492848396301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4141956567764282, + 0.07547290623188019, + 0.05365971848368645, + 0.031337421387434006, + 0.09329509735107422, + 0.12262232601642609, + 0.06490243971347809, + 0.026684964075684547, + 0.06172829121351242, + 0.056101154536008835 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.5761492848396301 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072737164795399 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072737164795399, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072737164795399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42782101035118103, + 0.15304461121559143, + 0.08107035607099533, + 0.033959608525037766, + 0.06188530847430229, + 0.041622310876846313, + 0.037526823580265045, + 0.0402948260307312, + 0.06925631314516068, + 0.053518760949373245 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011072737164795399 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two Eurasian griffons visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the griffons have creamy white heads and ruffs with pale brown bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the griffons performing a symmetrical downward spiral while cartwheeling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a panorama of jagged, snow-dotted peaks against a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain perfectly steady with no pans or zooms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983235955238342 + ], + "opposite_logprob_tokens": [ + -0.5233235955238342 + ], + "logprob_reward": -0.8983235955238342, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983235955238342, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4729856550693512, + 0.03888509422540665, + 0.08327137678861618, + 0.055096570402383804, + 0.025233911350369453, + 0.08913921564817429, + 0.09494814276695251, + 0.024098077788949013, + 0.07423485815525055, + 0.04210714250802994 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.8983235955238342 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_12/index_tensor([1094, 1094])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_12/index_tensor([1094, 1094])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..52b6192634fd20cc068b0e1fc2753766dcd6da51 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_12/index_tensor([1094, 1094])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic wide shot slowly advances into a boundless, deep black void, where multiple strands of glowing, iridescent energy serve as the sole source of light. These ribbon-like tendrils, varying in thickness and possessing a gaseous yet defined texture, emanate a soft, ethereal glow from within. Their surfaces shimmer with captivating iridescence, constantly shifting through a vibrant palette of deep burgundy, electric teal, and liquid gold, reminiscent of oil on water or captured aurora borealis. They move with a playful yet conscious grace, drifting languidly before abruptly erupting into tight, elegant spirals. The strands fluidly intertwine and interweave, forming intricate, fleeting braids and luminous, mandala-like patterns that hover momentarily in the darkness before gently unraveling and dancing independently once again. The entire scene, rendered in high dynamic range, emphasizes the stark contrast between the energy's bright, volumetric light and the absolute, velvety black void, creating a tranquil and captivating atmosphere of wondrous, ephemeral beauty.", + "seed": 17884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_12/index_1094_seed_17884_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15152659390587359, + "vlm_logprob": -0.15152659390587359, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.15152659390587359, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006338848266750574 + ], + "opposite_logprob_tokens": [ + -5.131339073181152 + ], + "logprob_reward": -0.006338848266750574, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006338848266750574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14888204634189606, + 0.22806766629219055, + 0.037397291511297226, + 0.04759904369711876, + 0.0609169602394104, + 0.05140382796525955, + 0.20394694805145264, + 0.13388779759407043, + 0.0506608784198761, + 0.03723757714033127 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.006338848266750574 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000929400441236794 + ], + "opposite_logprob_tokens": [ + -7.000929355621338 + ], + "logprob_reward": -0.000929400441236794, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000929400441236794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09611285477876663, + 0.3104722797870636, + 0.031377993524074554, + 0.031577371060848236, + 0.04169110208749771, + 0.026782650500535965, + 0.18962028622627258, + 0.15619921684265137, + 0.0881832093000412, + 0.027983058243989944 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.000929400441236794 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033706169575452805 + ], + "opposite_logprob_tokens": [ + -3.4087061882019043 + ], + "logprob_reward": -0.033706169575452805, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033706169575452805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10886383801698685, + 0.41696515679359436, + 0.048614732921123505, + 0.026788605377078056, + 0.03196704387664795, + 0.08284430205821991, + 0.05881674215197563, + 0.09556474536657333, + 0.10690435022115707, + 0.02267051860690117 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.033706169575452805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292500525712967 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.023292500525712967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292500525712967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22145134210586548, + 0.047871530055999756, + 0.058738477528095245, + 0.05731412023305893, + 0.061733901500701904, + 0.0823640376329422, + 0.24955976009368896, + 0.07203497737646103, + 0.12553547322750092, + 0.023396451026201248 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.023292500525712967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933660507202148 + ], + "opposite_logprob_tokens": [ + -0.6933660507202148 + ], + "logprob_reward": -0.6933660507202148, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933660507202148, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23275712132453918, + 0.053835298866033554, + 0.05284683033823967, + 0.04897154122591019, + 0.046209078282117844, + 0.07715186476707458, + 0.34825435280799866, + 0.056909456849098206, + 0.05508485436439514, + 0.027979595586657524 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.6933660507202148 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "cinematic wide shot slowly advances into a boundless, deep black void, where multiple strands of glowing, iridescent energy serve as the sole source of light. These ribbon-like tendrils, varying in thickness and possessing a gaseous yet defined texture, emanate a soft, ethereal glow from within. Their surfaces shimmer with captivating iridescence, constantly shifting through a vibrant palette of deep burgundy, electric teal, and liquid gold, reminiscent of oil on water or captured aurora borealis. They move with a playful yet conscious grace, drifting languidly before abruptly erupting into tight, elegant spirals. The strands fluidly intertwine and interweave, forming intricate, fleeting braids and luminous, mandala-like patterns that hover momentarily in the darkness before gently unraveling and dancing independently once again. The entire scene, rendered in high dynamic range, emphasizes the stark contrast between the energy's bright, volumetric light and the absolute, velvety black void, creating a tranquil and captivating atmosphere of wondrous, ephemeral beauty.", + "seed": 17885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_12/index_1094_seed_17885_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0917485890444368, + "vlm_logprob": -0.0917485890444368, + "vlm_yes_no_margin": 4.250000011920929, + "vlm_token_credit": -0.0917485890444368, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007177283521741629 + ], + "opposite_logprob_tokens": [ + -5.007177352905273 + ], + "logprob_reward": -0.007177283521741629, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007177283521741629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16971352696418762, + 0.09638030081987381, + 0.0438820905983448, + 0.18071392178535461, + 0.09070691466331482, + 0.0708053782582283, + 0.1501576155424118, + 0.08179601281881332, + 0.05167895182967186, + 0.06416533142328262 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.007177283521741629 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498364308848977 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.002498364308848977, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498364308848977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10585307329893112, + 0.11156883090734482, + 0.0689479410648346, + 0.0619080513715744, + 0.14513030648231506, + 0.11068452894687653, + 0.145346537232399, + 0.08963684737682343, + 0.02856891229748726, + 0.13235501945018768 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.002498364308848977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073880717158318 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073880717158318, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073880717158318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10635046660900116, + 0.2229020595550537, + 0.06995540112257004, + 0.07990435510873795, + 0.23991559445858002, + 0.052522722631692886, + 0.05534108355641365, + 0.062467366456985474, + 0.03643566370010376, + 0.07420526444911957 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.016073880717158318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095857031643391 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095857031643391, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095857031643391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12480271607637405, + 0.07494005560874939, + 0.08757305145263672, + 0.07096431404352188, + 0.06142721697688103, + 0.09924280643463135, + 0.13934321701526642, + 0.14757384359836578, + 0.09318358451128006, + 0.10094922035932541 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.004095857031643391 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889755964279175 + ], + "opposite_logprob_tokens": [ + -1.0538976192474365 + ], + "logprob_reward": -0.42889755964279175, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42889755964279175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08223645389080048, + 0.11140837520360947, + 0.09080328047275543, + 0.05612447112798691, + 0.04357561096549034, + 0.08243844658136368, + 0.11628531664609909, + 0.14372412860393524, + 0.11527152359485626, + 0.1581324338912964 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.42889755964279175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic wide shot slowly advances into a boundless, deep black void, where multiple strands of glowing, iridescent energy serve as the sole source of light. These ribbon-like tendrils, varying in thickness and possessing a gaseous yet defined texture, emanate a soft, ethereal glow from within. Their surfaces shimmer with captivating iridescence, constantly shifting through a vibrant palette of deep burgundy, electric teal, and liquid gold, reminiscent of oil on water or captured aurora borealis. They move with a playful yet conscious grace, drifting languidly before abruptly erupting into tight, elegant spirals. The strands fluidly intertwine and interweave, forming intricate, fleeting braids and luminous, mandala-like patterns that hover momentarily in the darkness before gently unraveling and dancing independently once again. The entire scene, rendered in high dynamic range, emphasizes the stark contrast between the energy's bright, volumetric light and the absolute, velvety black void, creating a tranquil and captivating atmosphere of wondrous, ephemeral beauty.", + "seed": 17886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_12/index_1094_seed_17886_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03394021308049559, + "vlm_logprob": -0.03394021308049559, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03394021308049559, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010281692259013653 + ], + "opposite_logprob_tokens": [ + -4.635281562805176 + ], + "logprob_reward": -0.010281692259013653, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010281692259013653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12602753937244415, + 0.059671830385923386, + 0.06495996564626694, + 0.22967709600925446, + 0.1378193348646164, + 0.07918234169483185, + 0.06964410841464996, + 0.06082805618643761, + 0.11838994920253754, + 0.05379977822303772 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.010281692259013653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024975319392979145 + ], + "opposite_logprob_tokens": [ + -6.002497673034668 + ], + "logprob_reward": -0.0024975319392979145, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024975319392979145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1882476657629013, + 0.19050773978233337, + 0.06235141307115555, + 0.11270514130592346, + 0.07243262231349945, + 0.08026948571205139, + 0.06878778338432312, + 0.07205265015363693, + 0.11637215316295624, + 0.03627337887883186 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0024975319392979145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807578772306442 + ], + "opposite_logprob_tokens": [ + -3.5298075675964355 + ], + "logprob_reward": -0.029807578772306442, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807578772306442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17615099251270294, + 0.16793334484100342, + 0.03477003052830696, + 0.04328262433409691, + 0.11369319260120392, + 0.11167255789041519, + 0.03751739487051964, + 0.09637349843978882, + 0.15332627296447754, + 0.06528009474277496 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.029807578772306442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419447734951973 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.01419447734951973, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419447734951973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17272549867630005, + 0.06548868864774704, + 0.046590667217969894, + 0.17757469415664673, + 0.06367480754852295, + 0.1254647672176361, + 0.05327346548438072, + 0.06976404786109924, + 0.1631452888250351, + 0.062298063188791275 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.01419447734951973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291978508234024 + ], + "opposite_logprob_tokens": [ + -2.237919807434082 + ], + "logprob_reward": -0.11291978508234024, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291978508234024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07897763699293137, + 0.07678203284740448, + 0.05520075559616089, + 0.06777865439653397, + 0.06761854887008667, + 0.07266487181186676, + 0.09204746037721634, + 0.0962652787566185, + 0.3439021110534668, + 0.04876268655061722 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.11291978508234024 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic wide shot slowly advances into a boundless, deep black void, where multiple strands of glowing, iridescent energy serve as the sole source of light. These ribbon-like tendrils, varying in thickness and possessing a gaseous yet defined texture, emanate a soft, ethereal glow from within. Their surfaces shimmer with captivating iridescence, constantly shifting through a vibrant palette of deep burgundy, electric teal, and liquid gold, reminiscent of oil on water or captured aurora borealis. They move with a playful yet conscious grace, drifting languidly before abruptly erupting into tight, elegant spirals. The strands fluidly intertwine and interweave, forming intricate, fleeting braids and luminous, mandala-like patterns that hover momentarily in the darkness before gently unraveling and dancing independently once again. The entire scene, rendered in high dynamic range, emphasizes the stark contrast between the energy's bright, volumetric light and the absolute, velvety black void, creating a tranquil and captivating atmosphere of wondrous, ephemeral beauty.", + "seed": 17887, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_12/index_1094_seed_17887_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.046749855089001355, + "vlm_logprob": -0.046749855089001355, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.046749855089001355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014503296464681625 + ], + "opposite_logprob_tokens": [ + -4.264503479003906 + ], + "logprob_reward": -0.014503296464681625, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014503296464681625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2769228518009186, + 0.06193996220827103, + 0.04877227544784546, + 0.07452372461557388, + 0.05654793977737427, + 0.12171147763729095, + 0.020636236295104027, + 0.034656357020139694, + 0.1971082240343094, + 0.10718098282814026 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.014503296464681625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010508735431358218 + ], + "opposite_logprob_tokens": [ + -6.87605094909668 + ], + "logprob_reward": -0.0010508735431358218, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010508735431358218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25319451093673706, + 0.0743621289730072, + 0.03841571509838104, + 0.053564272820949554, + 0.0693991407752037, + 0.12167032808065414, + 0.04522509127855301, + 0.02687118574976921, + 0.1436336487531662, + 0.17366398870944977 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0010508735431358218 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040994188748300076 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.0040994188748300076, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040994188748300076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.194376140832901, + 0.09968756139278412, + 0.12589503824710846, + 0.05126767233014107, + 0.06964685022830963, + 0.05096229538321495, + 0.09311330318450928, + 0.08463875949382782, + 0.0396747812628746, + 0.19073757529258728 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0040994188748300076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541239149868488 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541239149868488, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541239149868488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17870397865772247, + 0.07493065297603607, + 0.04807458072900772, + 0.08320935070514679, + 0.05350450053811073, + 0.0518641360104084, + 0.16930828988552094, + 0.07368692010641098, + 0.03136945888400078, + 0.23534804582595825 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.012541239149868488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a cinematic wide shot set in a boundless, deep black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are multiple strands of glowing, iridescent energy visible as the sole source of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the energy strands shift through a palette of deep burgundy, electric teal, and liquid gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the strands move by drifting languidly before erupting into tight, elegant spirals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance into the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155444741249084 + ], + "opposite_logprob_tokens": [ + -1.7015544176101685 + ], + "logprob_reward": -0.20155444741249084, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155444741249084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12687432765960693, + 0.13550090789794922, + 0.08851855248212814, + 0.13223199546337128, + 0.10566727072000504, + 0.11203297972679138, + 0.06659180670976639, + 0.03817182779312134, + 0.049822449684143066, + 0.1445879340171814 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.20155444741249084 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_13/index_tensor([5504, 5504])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_13/index_tensor([5504, 5504])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d9c9811989735040c6d62b544cd0a11203b2ce7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_13/index_tensor([5504, 5504])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, static close-up, positioned at a slightly low angle to emphasize force, captures the moment a massive, powerful male fist slams down on a high-gloss mahogany table. The fist is clenched tightly, the knuckles pale and tense, and thick veins bulge on the back of the palm beneath the taut skin. The table's polished surface, gleaming in the focused, warm light of a desk lamp just outside the frame, is temporarily distorted by the force of the impact. In a sudden, explosive reaction, a neat stack of white papers erupts upward, scattering chaotically in the air, their edges fluttering messily. Simultaneously, a sleek black fountain pen springs from its stillness, dancing and clinking wildly across the gleaming wood before tumbling out of the frame. The scene is defined by the stark contrast of black and white, the strong light creating jarring highlights and deep, dramatic shadows that perfectly embody the atmosphere of pure, unrestrained rage and sudden loss of control.", + "seed": 11131, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_13/index_5504_seed_11131_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.031681949459016326, + "vlm_logprob": -0.031681949459016326, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.031681949459016326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025742126628756523 + ], + "opposite_logprob_tokens": [ + -4.025742053985596 + ], + "logprob_reward": -0.025742126628756523, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.025742126628756523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3222002387046814, + 0.10466276854276657, + 0.09564989805221558, + 0.0745742917060852, + 0.05573488771915436, + 0.0668458342552185, + 0.0228583924472332, + 0.1286637783050537, + 0.05060847848653793, + 0.07820142060518265 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.025742126628756523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309269919991493 + ], + "opposite_logprob_tokens": [ + -3.7733092308044434 + ], + "logprob_reward": -0.023309269919991493, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309269919991493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6044976711273193, + 0.03276471421122551, + 0.03138496354222298, + 0.028949270024895668, + 0.01486288569867611, + 0.04204648733139038, + 0.02073679305613041, + 0.16054517030715942, + 0.03400041535496712, + 0.03021163120865822 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.023309269919991493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978435855358839 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.00978435855358839, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978435855358839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40139979124069214, + 0.06078748032450676, + 0.06471948325634003, + 0.05495729669928551, + 0.12074132263660431, + 0.06733107566833496, + 0.03209313377737999, + 0.06845361739397049, + 0.04358024150133133, + 0.08593649417161942 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.00978435855358839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059071511030197 + ], + "opposite_logprob_tokens": [ + -3.8955907821655273 + ], + "logprob_reward": -0.02059071511030197, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059071511030197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23564136028289795, + 0.07209238409996033, + 0.04890777915716171, + 0.04228195548057556, + 0.06602845340967178, + 0.09769976139068604, + 0.05018673837184906, + 0.06938782334327698, + 0.1878502070903778, + 0.12992353737354279 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02059071511030197 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898327708244324 + ], + "opposite_logprob_tokens": [ + -2.5789833068847656 + ], + "logprob_reward": -0.07898327708244324, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898327708244324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31564459204673767, + 0.03901609778404236, + 0.08608463406562805, + 0.04112987592816353, + 0.11669881641864777, + 0.01637912169098854, + 0.04438235983252525, + 0.08965810388326645, + 0.21001891791820526, + 0.04098745435476303 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.07898327708244324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, static close-up, positioned at a slightly low angle to emphasize force, captures the moment a massive, powerful male fist slams down on a high-gloss mahogany table. The fist is clenched tightly, the knuckles pale and tense, and thick veins bulge on the back of the palm beneath the taut skin. The table's polished surface, gleaming in the focused, warm light of a desk lamp just outside the frame, is temporarily distorted by the force of the impact. In a sudden, explosive reaction, a neat stack of white papers erupts upward, scattering chaotically in the air, their edges fluttering messily. Simultaneously, a sleek black fountain pen springs from its stillness, dancing and clinking wildly across the gleaming wood before tumbling out of the frame. The scene is defined by the stark contrast of black and white, the strong light creating jarring highlights and deep, dramatic shadows that perfectly embody the atmosphere of pure, unrestrained rage and sudden loss of control.", + "seed": 11132, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_13/index_5504_seed_11132_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1440076269209385, + "vlm_logprob": -0.1440076269209385, + "vlm_yes_no_margin": 2.7749999523162843, + "vlm_token_credit": -0.1440076269209385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039526790380477905 + ], + "opposite_logprob_tokens": [ + -3.4145267009735107 + ], + "logprob_reward": -0.039526790380477905, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.039526790380477905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04975896701216698, + 0.1196923479437828, + 0.057251762598752975, + 0.05851456895470619, + 0.08687916398048401, + 0.054213132709264755, + 0.1482304483652115, + 0.08217640966176987, + 0.08462503552436829, + 0.258658230304718 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.039526790380477905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199127167463303 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.018199127167463303, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018199127167463303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04936899244785309, + 0.27510717511177063, + 0.0490243174135685, + 0.04893827438354492, + 0.19903387129306793, + 0.055876217782497406, + 0.0708577036857605, + 0.06707507371902466, + 0.09472165256738663, + 0.08999674767255783 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.018199127167463303 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306100308895111 + ], + "opposite_logprob_tokens": [ + -3.1680610179901123 + ], + "logprob_reward": -0.04306100308895111, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306100308895111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04482727497816086, + 0.13577112555503845, + 0.0398494191467762, + 0.0243032518774271, + 0.026492968201637268, + 0.1423027068376541, + 0.05511984974145889, + 0.25179523229599, + 0.20784533023834229, + 0.07169290632009506 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.04306100308895111 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307367652654648 + ], + "opposite_logprob_tokens": [ + -3.1680736541748047 + ], + "logprob_reward": -0.04307367652654648, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307367652654648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03896154835820198, + 0.10790125280618668, + 0.028304601088166237, + 0.02842261642217636, + 0.03369399532675743, + 0.07040262967348099, + 0.07589886337518692, + 0.05328161641955376, + 0.11758865416049957, + 0.44554421305656433 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.04307367652654648 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761775374412537 + ], + "opposite_logprob_tokens": [ + -0.8261775374412537 + ], + "logprob_reward": -0.5761775374412537, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761775374412537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15557914972305298, + 0.1960546374320984, + 0.05864556506276131, + 0.0358232781291008, + 0.08911166340112686, + 0.04434231296181679, + 0.07822078466415405, + 0.02213154174387455, + 0.10071604698896408, + 0.21937501430511475 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.5761775374412537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, static close-up, positioned at a slightly low angle to emphasize force, captures the moment a massive, powerful male fist slams down on a high-gloss mahogany table. The fist is clenched tightly, the knuckles pale and tense, and thick veins bulge on the back of the palm beneath the taut skin. The table's polished surface, gleaming in the focused, warm light of a desk lamp just outside the frame, is temporarily distorted by the force of the impact. In a sudden, explosive reaction, a neat stack of white papers erupts upward, scattering chaotically in the air, their edges fluttering messily. Simultaneously, a sleek black fountain pen springs from its stillness, dancing and clinking wildly across the gleaming wood before tumbling out of the frame. The scene is defined by the stark contrast of black and white, the strong light creating jarring highlights and deep, dramatic shadows that perfectly embody the atmosphere of pure, unrestrained rage and sudden loss of control.", + "seed": 11133, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_13/index_5504_seed_11133_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0779313676059246, + "vlm_logprob": -0.0779313676059246, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.0779313676059246, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.047627322375774384 + ], + "opposite_logprob_tokens": [ + -3.5476272106170654 + ], + "logprob_reward": -0.047627322375774384, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.047627322375774384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16248594224452972, + 0.0745234489440918, + 0.036340806633234024, + 0.08872861415147781, + 0.04992569610476494, + 0.060196444392204285, + 0.10531815141439438, + 0.1019919216632843, + 0.25394314527511597, + 0.06654585152864456 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.047627322375774384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026366282254457474 + ], + "opposite_logprob_tokens": [ + -3.6513662338256836 + ], + "logprob_reward": -0.026366282254457474, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026366282254457474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07024040073156357, + 0.0452825129032135, + 0.025415299460291862, + 0.03840724751353264, + 0.058453336358070374, + 0.060394760221242905, + 0.15670070052146912, + 0.22175060212612152, + 0.22067029774188995, + 0.10268483310937881 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.026366282254457474 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031279921531677 + ], + "opposite_logprob_tokens": [ + -2.3503127098083496 + ], + "logprob_reward": -0.10031279921531677, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031279921531677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04742813855409622, + 0.03779119253158569, + 0.01533685252070427, + 0.03075028583407402, + 0.020537447184324265, + 0.11110159754753113, + 0.06362799555063248, + 0.2513746917247772, + 0.2875756621360779, + 0.13447615504264832 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.10031279921531677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974719882011414 + ], + "opposite_logprob_tokens": [ + -2.9299747943878174 + ], + "logprob_reward": -0.054974719882011414, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974719882011414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05375229939818382, + 0.03221777454018593, + 0.018277624621987343, + 0.01668570749461651, + 0.030587701126933098, + 0.10813140869140625, + 0.06345284730195999, + 0.2575824558734894, + 0.269086092710495, + 0.15022607147693634 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.054974719882011414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160375714302063 + ], + "opposite_logprob_tokens": [ + -1.910375714302063 + ], + "logprob_reward": -0.160375714302063, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160375714302063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23054414987564087, + 0.03002861700952053, + 0.032620735466480255, + 0.04738872870802879, + 0.025289690122008324, + 0.0657065212726593, + 0.06706611812114716, + 0.049735523760318756, + 0.3176770806312561, + 0.1339428722858429 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.160375714302063 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, static close-up, positioned at a slightly low angle to emphasize force, captures the moment a massive, powerful male fist slams down on a high-gloss mahogany table. The fist is clenched tightly, the knuckles pale and tense, and thick veins bulge on the back of the palm beneath the taut skin. The table's polished surface, gleaming in the focused, warm light of a desk lamp just outside the frame, is temporarily distorted by the force of the impact. In a sudden, explosive reaction, a neat stack of white papers erupts upward, scattering chaotically in the air, their edges fluttering messily. Simultaneously, a sleek black fountain pen springs from its stillness, dancing and clinking wildly across the gleaming wood before tumbling out of the frame. The scene is defined by the stark contrast of black and white, the strong light creating jarring highlights and deep, dramatic shadows that perfectly embody the atmosphere of pure, unrestrained rage and sudden loss of control.", + "seed": 11134, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_13/index_5504_seed_11134_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2062760829925537, + "vlm_logprob": -0.2062760829925537, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.2062760829925537, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04031313583254814 + ], + "opposite_logprob_tokens": [ + -3.415313243865967 + ], + "logprob_reward": -0.04031313583254814, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04031313583254814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1346181333065033, + 0.10401119291782379, + 0.09048059582710266, + 0.05324767157435417, + 0.04278295487165451, + 0.0608288012444973, + 0.056891389191150665, + 0.05948434770107269, + 0.05830632522702217, + 0.33934855461120605 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.04031313583254814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204979598522186 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.018204979598522186, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204979598522186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1277359575033188, + 0.14828826487064362, + 0.16949738562107086, + 0.0700516477227211, + 0.05163642019033432, + 0.08406021445989609, + 0.05999733880162239, + 0.11912135034799576, + 0.050037384033203125, + 0.11957404762506485 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.018204979598522186 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295662075281143 + ], + "opposite_logprob_tokens": [ + -2.2379565238952637 + ], + "logprob_reward": -0.11295662075281143, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295662075281143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15032541751861572, + 0.051563065499067307, + 0.03192460536956787, + 0.0960259735584259, + 0.060815680772066116, + 0.06701860576868057, + 0.12090577185153961, + 0.2632894814014435, + 0.07105857878923416, + 0.08707284927368164 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.11295662075281143 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372587636113167 + ], + "opposite_logprob_tokens": [ + -3.4087259769439697 + ], + "logprob_reward": -0.03372587636113167, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372587636113167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0758223608136177, + 0.15295973420143127, + 0.05804521217942238, + 0.05163831636309624, + 0.04380975663661957, + 0.07389906793832779, + 0.07326681911945343, + 0.3038887083530426, + 0.08075127005577087, + 0.08591876178979874 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.03372587636113167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive male fist slamming down on a high-gloss mahogany table visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do white papers erupt upward and scatter chaotically in the air upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sleek black fountain pen spring from the table, dance across the wood, and tumble out of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by stark black and white contrast with jarring highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261798024177551 + ], + "opposite_logprob_tokens": [ + -0.5761798024177551 + ], + "logprob_reward": -0.8261798024177551, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261798024177551, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12139903008937836, + 0.032038550823926926, + 0.05737734213471413, + 0.06442347913980484, + 0.11691811680793762, + 0.17487186193466187, + 0.10013490170240402, + 0.05937204137444496, + 0.05911324545741081, + 0.21435144543647766 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.8261798024177551 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_14/index_tensor([7142, 7142])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_14/index_tensor([7142, 7142])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9db2fc8e392b7d913767e69699c6656a72e3b461 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_14/index_tensor([7142, 7142])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle, wide-angle shot slowly tilts downward, following the perilous descent of a lone adventurer, rendered in a vivid Dungeons & Dragons art style characterized by painterly textures and high-contrast, dramatic lighting. Clad in meticulously crafted, battle-hardened steel plate armor embellished with intricate brass filigree, the adventurer carefully descends along a thick rope rappel. Their helmet partially obscures a determined face, their jaw set rigidly, their gloved hands expertly controlling their descent, their armored boots finding purchase on the carved features of a massive, floating stone of incomprehensible scale. The head's ancient, weathered granite is carved with massive, impassive features, and deep, \"War of the Two Cities\" runes are etched throughout its surface, shimmering with a steady, ethereal cyan light, casting long, dancing shadows across the adventurer's body. The surreal scene is incredibly unstable; the dark, void-like background flickers and tears, revealing a breathtaking, transient starry universe filled with swirling clouds of vibrant purple and purplish-red, creating a tense and breathtaking atmosphere. An existence caught between dimensions.", + "seed": 6525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_14/index_7142_seed_6525_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12123578265309334, + "vlm_logprob": -0.12123578265309334, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.12123578265309334, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036038462072610855 + ], + "opposite_logprob_tokens": [ + -3.661038398742676 + ], + "logprob_reward": -0.036038462072610855, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.036038462072610855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10326159745454788, + 0.05491519346833229, + 0.03685660660266876, + 0.21263018250465393, + 0.15274524688720703, + 0.2751779556274414, + 0.03625282645225525, + 0.04863825440406799, + 0.042319588363170624, + 0.037202488631010056 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.036038462072610855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47428131103515625 + ], + "opposite_logprob_tokens": [ + -0.9742813110351562 + ], + "logprob_reward": -0.47428131103515625, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47428131103515625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14013373851776123, + 0.04698813334107399, + 0.20066098868846893, + 0.0466574989259243, + 0.09684981405735016, + 0.22329643368721008, + 0.07473587244749069, + 0.05682042986154556, + 0.08308202773332596, + 0.030775021761655807 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.47428131103515625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199829384684563 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018199829384684563, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199829384684563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1470584273338318, + 0.03647880628705025, + 0.08609273284673691, + 0.06956512480974197, + 0.06961865723133087, + 0.38996580243110657, + 0.056095436215400696, + 0.03539558872580528, + 0.07916497439146042, + 0.030564403161406517 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.018199829384684563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003426551818848 + ], + "opposite_logprob_tokens": [ + -2.6950342655181885 + ], + "logprob_reward": -0.07003426551818848, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003426551818848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07903176546096802, + 0.1113019660115242, + 0.04501251503825188, + 0.09320314973592758, + 0.06406543403863907, + 0.398794561624527, + 0.11903617531061172, + 0.020247463136911392, + 0.0524756982922554, + 0.01683124527335167 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.07003426551818848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625045254826546 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625045254826546, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625045254826546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3089620769023895, + 0.06498255580663681, + 0.06898446381092072, + 0.0419711209833622, + 0.039635125547647476, + 0.34357672929763794, + 0.0318332277238369, + 0.020286021754145622, + 0.05565078184008598, + 0.024117952212691307 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.007625045254826546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide-angle shot slowly tilts downward, following the perilous descent of a lone adventurer, rendered in a vivid Dungeons & Dragons art style characterized by painterly textures and high-contrast, dramatic lighting. Clad in meticulously crafted, battle-hardened steel plate armor embellished with intricate brass filigree, the adventurer carefully descends along a thick rope rappel. Their helmet partially obscures a determined face, their jaw set rigidly, their gloved hands expertly controlling their descent, their armored boots finding purchase on the carved features of a massive, floating stone of incomprehensible scale. The head's ancient, weathered granite is carved with massive, impassive features, and deep, \"War of the Two Cities\" runes are etched throughout its surface, shimmering with a steady, ethereal cyan light, casting long, dancing shadows across the adventurer's body. The surreal scene is incredibly unstable; the dark, void-like background flickers and tears, revealing a breathtaking, transient starry universe filled with swirling clouds of vibrant purple and purplish-red, creating a tense and breathtaking atmosphere. An existence caught between dimensions.", + "seed": 6526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_14/index_7142_seed_6526_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07318609924986959, + "vlm_logprob": -0.07318609924986959, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07318609924986959, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07041297852993011 + ], + "opposite_logprob_tokens": [ + -2.8204128742218018 + ], + "logprob_reward": -0.07041297852993011, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07041297852993011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17334942519664764, + 0.07706404477357864, + 0.1408817023038864, + 0.09947289526462555, + 0.04061732068657875, + 0.05836349353194237, + 0.05373632162809372, + 0.037118591368198395, + 0.16750648617744446, + 0.15188968181610107 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.07041297852993011 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521224021911621 + ], + "opposite_logprob_tokens": [ + -1.502122402191162 + ], + "logprob_reward": -0.2521224021911621, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521224021911621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2553710341453552, + 0.0969529077410698, + 0.19410960376262665, + 0.0985916256904602, + 0.10465256869792938, + 0.023353829979896545, + 0.0651145949959755, + 0.05833464488387108, + 0.04775805026292801, + 0.05576108768582344 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.2521224021911621 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059001475572586 + ], + "opposite_logprob_tokens": [ + -3.89559006690979 + ], + "logprob_reward": -0.02059001475572586, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059001475572586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13544440269470215, + 0.06239096820354462, + 0.16687941551208496, + 0.12448375672101974, + 0.06894475221633911, + 0.025022704154253006, + 0.18240465223789215, + 0.04403124749660492, + 0.0809474065899849, + 0.10945069044828415 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.02059001475572586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607341133058071 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607341133058071, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607341133058071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0927245244383812, + 0.06669119745492935, + 0.1647728681564331, + 0.14384442567825317, + 0.037246376276016235, + 0.04868270084261894, + 0.06549018621444702, + 0.19635897874832153, + 0.0834319069981575, + 0.10075677186250687 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.01607341133058071 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731689441949129 + ], + "opposite_logprob_tokens": [ + -5.0067315101623535 + ], + "logprob_reward": -0.006731689441949129, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731689441949129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10050351917743683, + 0.04220889136195183, + 0.08209228515625, + 0.07531637698411942, + 0.029181063175201416, + 0.0459362231194973, + 0.04240436106920242, + 0.07244408130645752, + 0.23457996547222137, + 0.2753332257270813 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.006731689441949129 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide-angle shot slowly tilts downward, following the perilous descent of a lone adventurer, rendered in a vivid Dungeons & Dragons art style characterized by painterly textures and high-contrast, dramatic lighting. Clad in meticulously crafted, battle-hardened steel plate armor embellished with intricate brass filigree, the adventurer carefully descends along a thick rope rappel. Their helmet partially obscures a determined face, their jaw set rigidly, their gloved hands expertly controlling their descent, their armored boots finding purchase on the carved features of a massive, floating stone of incomprehensible scale. The head's ancient, weathered granite is carved with massive, impassive features, and deep, \"War of the Two Cities\" runes are etched throughout its surface, shimmering with a steady, ethereal cyan light, casting long, dancing shadows across the adventurer's body. The surreal scene is incredibly unstable; the dark, void-like background flickers and tears, revealing a breathtaking, transient starry universe filled with swirling clouds of vibrant purple and purplish-red, creating a tense and breathtaking atmosphere. An existence caught between dimensions.", + "seed": 6527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_14/index_7142_seed_6527_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04573242105543614, + "vlm_logprob": -0.04573242105543614, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.04573242105543614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08465495705604553 + ], + "opposite_logprob_tokens": [ + -2.5846550464630127 + ], + "logprob_reward": -0.08465495705604553, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08465495705604553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08625880628824234, + 0.05750233680009842, + 0.2934195101261139, + 0.035971734672784805, + 0.05565430223941803, + 0.11889241635799408, + 0.12424945831298828, + 0.17030856013298035, + 0.033366791903972626, + 0.024376118555665016 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.08465495705604553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905145525932312 + ], + "opposite_logprob_tokens": [ + -2.4640514850616455 + ], + "logprob_reward": -0.08905145525932312, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905145525932312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18592366576194763, + 0.046833280473947525, + 0.4001006782054901, + 0.05507909134030342, + 0.088178850710392, + 0.08706295490264893, + 0.02252420224249363, + 0.04944000393152237, + 0.02963397279381752, + 0.03522328659892082 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.08905145525932312 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356296613812447 + ], + "opposite_logprob_tokens": [ + -3.6513562202453613 + ], + "logprob_reward": -0.026356296613812447, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356296613812447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0926562249660492, + 0.0918700098991394, + 0.26980772614479065, + 0.04797482118010521, + 0.05233388394117355, + 0.07395698875188828, + 0.07285474240779877, + 0.203630730509758, + 0.062048740684986115, + 0.03286616504192352 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.026356296613812447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539708986878395 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539708986878395, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539708986878395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05551266670227051, + 0.11798793822526932, + 0.12169645726680756, + 0.053752969950437546, + 0.1319502741098404, + 0.08180777728557587, + 0.10152268409729004, + 0.1187777891755104, + 0.15301473438739777, + 0.06397675722837448 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.012539708986878395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016059687361121178 + ], + "opposite_logprob_tokens": [ + -4.141059875488281 + ], + "logprob_reward": -0.016059687361121178, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016059687361121178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04451601952314377, + 0.052027393132448196, + 0.07893548160791397, + 0.07113838940858841, + 0.09033789485692978, + 0.03844233974814415, + 0.08111733198165894, + 0.14232434332370758, + 0.24836573004722595, + 0.15279510617256165 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.016059687361121178 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, wide-angle shot slowly tilts downward, following the perilous descent of a lone adventurer, rendered in a vivid Dungeons & Dragons art style characterized by painterly textures and high-contrast, dramatic lighting. Clad in meticulously crafted, battle-hardened steel plate armor embellished with intricate brass filigree, the adventurer carefully descends along a thick rope rappel. Their helmet partially obscures a determined face, their jaw set rigidly, their gloved hands expertly controlling their descent, their armored boots finding purchase on the carved features of a massive, floating stone of incomprehensible scale. The head's ancient, weathered granite is carved with massive, impassive features, and deep, \"War of the Two Cities\" runes are etched throughout its surface, shimmering with a steady, ethereal cyan light, casting long, dancing shadows across the adventurer's body. The surreal scene is incredibly unstable; the dark, void-like background flickers and tears, revealing a breathtaking, transient starry universe filled with swirling clouds of vibrant purple and purplish-red, creating a tense and breathtaking atmosphere. An existence caught between dimensions.", + "seed": 6528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_14/index_7142_seed_6528_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04936816869303584, + "vlm_logprob": -0.04936816869303584, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04936816869303584, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05003570392727852 + ], + "opposite_logprob_tokens": [ + -3.5500357151031494 + ], + "logprob_reward": -0.05003570392727852, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.05003570392727852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06912355870008469, + 0.07544901967048645, + 0.01579231582581997, + 0.03721350431442261, + 0.014769813045859337, + 0.03469999507069588, + 0.05548420548439026, + 0.13299250602722168, + 0.11108529567718506, + 0.45338982343673706 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.05003570392727852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294405907392502 + ], + "opposite_logprob_tokens": [ + -2.2379441261291504 + ], + "logprob_reward": -0.11294405907392502, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294405907392502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14573261141777039, + 0.09753508865833282, + 0.08198370039463043, + 0.048215102404356, + 0.03567352890968323, + 0.06041254848241806, + 0.16714593768119812, + 0.02939908392727375, + 0.11188726127147675, + 0.2220151722431183 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.11294405907392502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636165712028742 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636165712028742, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636165712028742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04008561745285988, + 0.12214096635580063, + 0.040708135813474655, + 0.03587476909160614, + 0.02086649462580681, + 0.08665627986192703, + 0.039354246109724045, + 0.0720350369811058, + 0.037121351808309555, + 0.5051571130752563 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.007636165712028742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196122996509075 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196122996509075, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196122996509075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06810291856527328, + 0.14798060059547424, + 0.0502534955739975, + 0.21060813963413239, + 0.034064654260873795, + 0.11960259079933167, + 0.08316517621278763, + 0.11600295454263687, + 0.09827869385480881, + 0.07194077968597412 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.014196122996509075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject an adventurer wearing battle-hardened steel plate armor with intricate brass filigree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the adventurer descending along a thick rope while controlling their descent with gloved hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the adventurer rappelling onto a massive, floating stone head carved with ancient granite and etched with glowing cyan runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark void flickering to reveal a starry universe with swirling purple and purplish-red clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202879175543785 + ], + "opposite_logprob_tokens": [ + -2.8120288848876953 + ], + "logprob_reward": -0.06202879175543785, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202879175543785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038816917687654495, + 0.08081673830747604, + 0.01937839202582836, + 0.015943245962262154, + 0.02379073016345501, + 0.032459747046232224, + 0.035971008241176605, + 0.025677554309368134, + 0.07522787898778915, + 0.6519177556037903 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.06202879175543785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_15/index_tensor([230, 230])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_15/index_tensor([230, 230])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d60c8172dcc7751d4a2d53973a106ebe2ce1fbbb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_15/index_tensor([230, 230])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly overhead close-up angle, the image is immersed in the brushstrokes and tones of Leonardo da Vinci's manuscripts, a warm, antique sepia hue. Each shadow appears meticulously rendered with fine, cross-hatched brushstrokes. A hand, completely encased in a pair of dark brown, weathered leather gloves, minutely wrinkled and worn, firmly grasps a pair of antique-style, long-handled copper tweezers, their surfaces gleaming with a warm, dark patina. The tips of the tweezers delicately dip into a classically shaped glass beaker, filled with a murky, gray-green liquid tinged with suspended particles. With an incredibly slow and steady movement, the tweezers precisely grasp a slender glass test tube and gently lift it from the liquid. As the tube is lifted, a few drops of the murky liquid slide down its smooth outer wall and drip back into the beaker, creating tiny ripples. Most striking is the faint yet distinct, mysterious, cyan-blue glow emanating from the liquid within the test tube. This cool light contrasts sharply with the warm brown tones of the surroundings, penetrating the murky liquid and illuminating the tips of the tweezers and the fingertips of the gloves with exceptional clarity. A cluttered wooden workbench, scattered with yellowed parchment and several brass instruments, is set in the background. A soft sidelight illuminates the scene, creating an atmosphere of focused alchemy, mysterious, and exploratory. Every detail is captured with the exquisite clarity of 4K high-resolution motion graphics.", + "seed": 17593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_15/index_230_seed_17593_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01959755381103605, + "vlm_logprob": -0.01959755381103605, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01959755381103605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024205399677157402 + ], + "opposite_logprob_tokens": [ + -3.774205446243286 + ], + "logprob_reward": -0.024205399677157402, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024205399677157402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21905964612960815, + 0.14060723781585693, + 0.04440075531601906, + 0.1583840399980545, + 0.11056102812290192, + 0.09526938199996948, + 0.057367973029613495, + 0.04091798886656761, + 0.04287969693541527, + 0.09055222570896149 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.024205399677157402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043095484375953674 + ], + "opposite_logprob_tokens": [ + -3.168095588684082 + ], + "logprob_reward": -0.043095484375953674, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043095484375953674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1437082588672638, + 0.09986932575702667, + 0.10903343558311462, + 0.14427106082439423, + 0.11082280427217484, + 0.07943180203437805, + 0.08958325535058975, + 0.057597413659095764, + 0.07765012979507446, + 0.08803244680166245 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.043095484375953674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635362558066845 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.02635362558066845, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635362558066845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19195230305194855, + 0.07128020375967026, + 0.061278145760297775, + 0.0920121967792511, + 0.09728656709194183, + 0.08772817999124527, + 0.12302785366773605, + 0.07555805891752243, + 0.05319914594292641, + 0.1466773897409439 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.02635362558066845 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007205988513305783 + ], + "opposite_logprob_tokens": [ + -7.250720500946045 + ], + "logprob_reward": -0.0007205988513305783, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007205988513305783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3272823989391327, + 0.037359993904829025, + 0.03280821815133095, + 0.09106160700321198, + 0.07100854814052582, + 0.04805924743413925, + 0.024640632793307304, + 0.100254587829113, + 0.07604873180389404, + 0.19147606194019318 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0007205988513305783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036126605700701475 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036126605700701475, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036126605700701475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41274866461753845, + 0.06736862659454346, + 0.04104464501142502, + 0.08502197265625, + 0.07162686437368393, + 0.13023386895656586, + 0.045910656452178955, + 0.039404336363077164, + 0.04067791998386383, + 0.06596247851848602 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0036126605700701475 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly overhead close-up angle, the image is immersed in the brushstrokes and tones of Leonardo da Vinci's manuscripts, a warm, antique sepia hue. Each shadow appears meticulously rendered with fine, cross-hatched brushstrokes. A hand, completely encased in a pair of dark brown, weathered leather gloves, minutely wrinkled and worn, firmly grasps a pair of antique-style, long-handled copper tweezers, their surfaces gleaming with a warm, dark patina. The tips of the tweezers delicately dip into a classically shaped glass beaker, filled with a murky, gray-green liquid tinged with suspended particles. With an incredibly slow and steady movement, the tweezers precisely grasp a slender glass test tube and gently lift it from the liquid. As the tube is lifted, a few drops of the murky liquid slide down its smooth outer wall and drip back into the beaker, creating tiny ripples. Most striking is the faint yet distinct, mysterious, cyan-blue glow emanating from the liquid within the test tube. This cool light contrasts sharply with the warm brown tones of the surroundings, penetrating the murky liquid and illuminating the tips of the tweezers and the fingertips of the gloves with exceptional clarity. A cluttered wooden workbench, scattered with yellowed parchment and several brass instruments, is set in the background. A soft sidelight illuminates the scene, creating an atmosphere of focused alchemy, mysterious, and exploratory. Every detail is captured with the exquisite clarity of 4K high-resolution motion graphics.", + "seed": 17594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_15/index_230_seed_17594_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024627046030946075, + "vlm_logprob": -0.024627046030946075, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.024627046030946075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016983311623334885 + ], + "opposite_logprob_tokens": [ + -4.141983509063721 + ], + "logprob_reward": -0.016983311623334885, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016983311623334885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20024433732032776, + 0.1411198228597641, + 0.060785822570323944, + 0.03785853832960129, + 0.04450993984937668, + 0.140968918800354, + 0.06998784095048904, + 0.09394916892051697, + 0.06937448680400848, + 0.1412011831998825 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.016983311623334885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207909435033798 + ], + "opposite_logprob_tokens": [ + -2.8120791912078857 + ], + "logprob_reward": -0.06207909435033798, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207909435033798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06728469580411911, + 0.38028353452682495, + 0.13527865707874298, + 0.0677722841501236, + 0.03321831300854683, + 0.053202155977487564, + 0.04134885221719742, + 0.047136060893535614, + 0.01993112824857235, + 0.15454433858394623 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.06207909435033798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810269385576248 + ], + "opposite_logprob_tokens": [ + -3.288102626800537 + ], + "logprob_reward": -0.03810269385576248, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810269385576248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14893290400505066, + 0.17299415171146393, + 0.10570265352725983, + 0.052374254912137985, + 0.08229482918977737, + 0.08198477327823639, + 0.07828349620103836, + 0.033572178333997726, + 0.029285607859492302, + 0.21457518637180328 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.03810269385576248 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007219092221930623 + ], + "opposite_logprob_tokens": [ + -7.2507219314575195 + ], + "logprob_reward": -0.0007219092221930623, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007219092221930623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11370083689689636, + 0.11844287067651749, + 0.04210914298892021, + 0.07675463706254959, + 0.06335751712322235, + 0.04773944616317749, + 0.09209972620010376, + 0.22442612051963806, + 0.07430419325828552, + 0.14706553518772125 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.0007219092221930623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248221103101969 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005248221103101969, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248221103101969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1265927255153656, + 0.20508348941802979, + 0.06964252889156342, + 0.053426872938871384, + 0.06481977552175522, + 0.08184357732534409, + 0.07193255424499512, + 0.07353255897760391, + 0.04417261853814125, + 0.20895332098007202 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.005248221103101969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly overhead close-up angle, the image is immersed in the brushstrokes and tones of Leonardo da Vinci's manuscripts, a warm, antique sepia hue. Each shadow appears meticulously rendered with fine, cross-hatched brushstrokes. A hand, completely encased in a pair of dark brown, weathered leather gloves, minutely wrinkled and worn, firmly grasps a pair of antique-style, long-handled copper tweezers, their surfaces gleaming with a warm, dark patina. The tips of the tweezers delicately dip into a classically shaped glass beaker, filled with a murky, gray-green liquid tinged with suspended particles. With an incredibly slow and steady movement, the tweezers precisely grasp a slender glass test tube and gently lift it from the liquid. As the tube is lifted, a few drops of the murky liquid slide down its smooth outer wall and drip back into the beaker, creating tiny ripples. Most striking is the faint yet distinct, mysterious, cyan-blue glow emanating from the liquid within the test tube. This cool light contrasts sharply with the warm brown tones of the surroundings, penetrating the murky liquid and illuminating the tips of the tweezers and the fingertips of the gloves with exceptional clarity. A cluttered wooden workbench, scattered with yellowed parchment and several brass instruments, is set in the background. A soft sidelight illuminates the scene, creating an atmosphere of focused alchemy, mysterious, and exploratory. Every detail is captured with the exquisite clarity of 4K high-resolution motion graphics.", + "seed": 17595, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_15/index_230_seed_17595_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.053671230608597395, + "vlm_logprob": -0.053671230608597395, + "vlm_yes_no_margin": 3.799999976158142, + "vlm_token_credit": -0.053671230608597395, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0804692730307579 + ], + "opposite_logprob_tokens": [ + -2.5804693698883057 + ], + "logprob_reward": -0.0804692730307579, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0804692730307579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14706499874591827, + 0.07420168071985245, + 0.07766473293304443, + 0.14676974713802338, + 0.06562373042106628, + 0.09958737343549728, + 0.09778100997209549, + 0.08326000720262527, + 0.07343051582574844, + 0.1346162110567093 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0804692730307579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286266267299652 + ], + "opposite_logprob_tokens": [ + -2.017862558364868 + ], + "logprob_reward": -0.14286266267299652, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14286266267299652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10801827162504196, + 0.07364429533481598, + 0.15924550592899323, + 0.19929802417755127, + 0.08678636699914932, + 0.07885534316301346, + 0.0927666425704956, + 0.06540489196777344, + 0.062477000057697296, + 0.07350368052721024 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.14286266267299652 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106366991996765 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.038106366991996765, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106366991996765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09421854466199875, + 0.07098066061735153, + 0.13850218057632446, + 0.16608241200447083, + 0.052642229944467545, + 0.08841235935688019, + 0.09293422102928162, + 0.07129248976707458, + 0.12143123894929886, + 0.10350365191698074 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.038106366991996765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028248426970094442 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028248426970094442, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028248426970094442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36395585536956787, + 0.0697600245475769, + 0.030939731746912003, + 0.07025912404060364, + 0.049099717289209366, + 0.07498058676719666, + 0.09893401712179184, + 0.07251076400279999, + 0.06695806235074997, + 0.1026020497083664 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0028248426970094442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093007650226355 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093007650226355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093007650226355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19212637841701508, + 0.12036775797605515, + 0.12735645473003387, + 0.09838078916072845, + 0.05712044984102249, + 0.08504167944192886, + 0.049841996282339096, + 0.09110938757658005, + 0.06421130150556564, + 0.1144438162446022 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004093007650226355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly overhead close-up angle, the image is immersed in the brushstrokes and tones of Leonardo da Vinci's manuscripts, a warm, antique sepia hue. Each shadow appears meticulously rendered with fine, cross-hatched brushstrokes. A hand, completely encased in a pair of dark brown, weathered leather gloves, minutely wrinkled and worn, firmly grasps a pair of antique-style, long-handled copper tweezers, their surfaces gleaming with a warm, dark patina. The tips of the tweezers delicately dip into a classically shaped glass beaker, filled with a murky, gray-green liquid tinged with suspended particles. With an incredibly slow and steady movement, the tweezers precisely grasp a slender glass test tube and gently lift it from the liquid. As the tube is lifted, a few drops of the murky liquid slide down its smooth outer wall and drip back into the beaker, creating tiny ripples. Most striking is the faint yet distinct, mysterious, cyan-blue glow emanating from the liquid within the test tube. This cool light contrasts sharply with the warm brown tones of the surroundings, penetrating the murky liquid and illuminating the tips of the tweezers and the fingertips of the gloves with exceptional clarity. A cluttered wooden workbench, scattered with yellowed parchment and several brass instruments, is set in the background. A soft sidelight illuminates the scene, creating an atmosphere of focused alchemy, mysterious, and exploratory. Every detail is captured with the exquisite clarity of 4K high-resolution motion graphics.", + "seed": 17596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_15/index_230_seed_17596_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02467368551297113, + "vlm_logprob": -0.02467368551297113, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.02467368551297113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02011285535991192 + ], + "opposite_logprob_tokens": [ + -4.020112991333008 + ], + "logprob_reward": -0.02011285535991192, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02011285535991192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22588413953781128, + 0.08669784665107727, + 0.05699503794312477, + 0.06941160559654236, + 0.13278749585151672, + 0.10620962083339691, + 0.10266412794589996, + 0.05869061127305031, + 0.09181705862283707, + 0.06884238123893738 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02011285535991192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821811243891716 + ], + "opposite_logprob_tokens": [ + -3.5298218727111816 + ], + "logprob_reward": -0.029821811243891716, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821811243891716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2463638037443161, + 0.12362337857484818, + 0.04007206857204437, + 0.04362204670906067, + 0.0681784376502037, + 0.0398249626159668, + 0.17418959736824036, + 0.1216520145535469, + 0.07481629401445389, + 0.06765735149383545 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.029821811243891716 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002348452806473 + ], + "opposite_logprob_tokens": [ + -2.695023536682129 + ], + "logprob_reward": -0.07002348452806473, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002348452806473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1753598153591156, + 0.11494595557451248, + 0.07908542454242706, + 0.04226104915142059, + 0.11803272366523743, + 0.04129664599895477, + 0.039717260748147964, + 0.08426645398139954, + 0.16752734780311584, + 0.1375073343515396 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.07002348452806473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009242791566066444 + ], + "opposite_logprob_tokens": [ + -7.000924110412598 + ], + "logprob_reward": -0.0009242791566066444, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009242791566066444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21677428483963013, + 0.09550017863512039, + 0.06710401177406311, + 0.03224742040038109, + 0.1064615324139595, + 0.09197527170181274, + 0.07172859460115433, + 0.028087858110666275, + 0.23983965814113617, + 0.0502811037003994 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.0009242791566066444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Leonardo da Vinci's manuscripts with a warm, antique sepia hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand wearing dark brown, weathered leather gloves visible grasping long-handled copper tweezers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tweezers lift a slender glass test tube from a beaker containing murky, gray-green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid inside the test tube emit a distinct cyan-blue glow that contrasts with the warm surroundings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly overhead close-up angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485997276380658 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.002485997276380658, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485997276380658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22154630720615387, + 0.09238845109939575, + 0.05421869084239006, + 0.033939242362976074, + 0.05515003949403763, + 0.03960287198424339, + 0.18352282047271729, + 0.037415895611047745, + 0.1958133727312088, + 0.08640232682228088 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.002485997276380658 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_2/index_tensor([1867, 1867])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_2/index_tensor([1867, 1867])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e10321e2bfc58e02100a038b566c5f0d6d2f48d8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_2/index_tensor([1867, 1867])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, held at eye level, against a stark black void, focuses entirely on a miraculous transformation. A viscous stream of incandescent gold, glowing with white-hot intensity, pours into the center of the frame, gathering and swirling with immense energy. Then, the liquid mass begins to violently churn and coalesce, golden tendrils rapidly solidifying and twisting together. The process is swift and decisive: the molten glow fades, replaced by the rich, reflective sheen of solid metal, a charging bull forged in an instant. Its head bowed, its massive, sharply curved horns catching the unseen light, its body a detailed sculpture of rippling muscle tissue and straining sinew, captured in its stride. While some surfaces shimmer, the gaps between the muscles remain darker, revealing the texture of the rapidly cooling metal. A faint heat haze still shimmers from its form, creating a breathtaking atmosphere of mythical creation and untamed elemental power.", + "seed": 11186, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_2/index_1867_seed_11186_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08205231323372572, + "vlm_logprob": -0.08205231323372572, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.08205231323372572, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3879314959049225 + ], + "opposite_logprob_tokens": [ + -1.1379314661026 + ], + "logprob_reward": -0.3879314959049225, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3879314959049225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32538074254989624, + 0.058934152126312256, + 0.062315624207258224, + 0.2920902371406555, + 0.054412659257650375, + 0.04587478190660477, + 0.08977946639060974, + 0.010337789542973042, + 0.013500379398465157, + 0.047374188899993896 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.3879314959049225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025064502842724323 + ], + "opposite_logprob_tokens": [ + -6.002506256103516 + ], + "logprob_reward": -0.0025064502842724323, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025064502842724323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23202309012413025, + 0.09876670688390732, + 0.09184525907039642, + 0.2284574806690216, + 0.04047209769487381, + 0.03373945131897926, + 0.19846512377262115, + 0.01019641850143671, + 0.013321656733751297, + 0.052712682634592056 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0025064502842724323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013377059949561954 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013377059949561954, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013377059949561954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24908825755119324, + 0.10077797621488571, + 0.07882382720708847, + 0.10277948528528214, + 0.030254675075411797, + 0.055806875228881836, + 0.23833782970905304, + 0.023037726059556007, + 0.039261557161808014, + 0.08183176815509796 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0013377059949561954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059457337483763695 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.0059457337483763695, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059457337483763695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04088331758975983, + 0.20202821493148804, + 0.06640557944774628, + 0.1394018977880478, + 0.01516490988433361, + 0.023108553141355515, + 0.08764481544494629, + 0.09248553961515427, + 0.0402197502553463, + 0.29265743494033813 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.0059457337483763695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254018023610115 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254018023610115, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254018023610115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16452382504940033, + 0.07333599030971527, + 0.046530261635780334, + 0.3048548996448517, + 0.023881258442997932, + 0.03988877683877945, + 0.1361367404460907, + 0.07529162615537643, + 0.051760535687208176, + 0.08379612863063812 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.01254018023610115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, held at eye level, against a stark black void, focuses entirely on a miraculous transformation. A viscous stream of incandescent gold, glowing with white-hot intensity, pours into the center of the frame, gathering and swirling with immense energy. Then, the liquid mass begins to violently churn and coalesce, golden tendrils rapidly solidifying and twisting together. The process is swift and decisive: the molten glow fades, replaced by the rich, reflective sheen of solid metal, a charging bull forged in an instant. Its head bowed, its massive, sharply curved horns catching the unseen light, its body a detailed sculpture of rippling muscle tissue and straining sinew, captured in its stride. While some surfaces shimmer, the gaps between the muscles remain darker, revealing the texture of the rapidly cooling metal. A faint heat haze still shimmers from its form, creating a breathtaking atmosphere of mythical creation and untamed elemental power.", + "seed": 11187, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_2/index_1867_seed_11187_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20028514799196273, + "vlm_logprob": -0.20028514799196273, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.20028514799196273, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9746602177619934 + ], + "opposite_logprob_tokens": [ + -0.4746602177619934 + ], + "logprob_reward": -0.9746602177619934, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9746602177619934, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7943126559257507, + 0.009337926283478737, + 0.022032160311937332, + 0.025899508967995644, + 0.02800659090280533, + 0.04383711516857147, + 0.015316861681640148, + 0.03386203944683075, + 0.013252378441393375, + 0.014142694883048534 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.9746602177619934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004115564748644829 + ], + "opposite_logprob_tokens": [ + -5.504115581512451 + ], + "logprob_reward": -0.004115564748644829, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004115564748644829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6580021381378174, + 0.017200790345668793, + 0.034908000379800797, + 0.031223934143781662, + 0.04413192346692085, + 0.039316464215517044, + 0.04208546504378319, + 0.030694182962179184, + 0.03654859587550163, + 0.06588850170373917 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.004115564748644829 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00194193993229419 + ], + "opposite_logprob_tokens": [ + -6.251942157745361 + ], + "logprob_reward": -0.00194193993229419, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00194193993229419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6099274754524231, + 0.01392145175486803, + 0.049210283905267715, + 0.04334403574466705, + 0.046261027455329895, + 0.0283616092056036, + 0.0407591387629509, + 0.03238740190863609, + 0.07261389493942261, + 0.06321366876363754 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.00194193993229419 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635777790099382 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635777790099382, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635777790099382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21119189262390137, + 0.008711492642760277, + 0.06793505698442459, + 0.03300207108259201, + 0.04803668335080147, + 0.08885832875967026, + 0.03671879693865776, + 0.04420557990670204, + 0.35661780834198, + 0.1047222688794136 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.004635777790099382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072239726781845 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072239726781845, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072239726781845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28675374388694763, + 0.02315758354961872, + 0.06208544969558716, + 0.058932479470968246, + 0.10784824937582016, + 0.05866833031177521, + 0.07202546298503876, + 0.12035836279392242, + 0.05762438476085663, + 0.15254603326320648 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.016072239726781845 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, held at eye level, against a stark black void, focuses entirely on a miraculous transformation. A viscous stream of incandescent gold, glowing with white-hot intensity, pours into the center of the frame, gathering and swirling with immense energy. Then, the liquid mass begins to violently churn and coalesce, golden tendrils rapidly solidifying and twisting together. The process is swift and decisive: the molten glow fades, replaced by the rich, reflective sheen of solid metal, a charging bull forged in an instant. Its head bowed, its massive, sharply curved horns catching the unseen light, its body a detailed sculpture of rippling muscle tissue and straining sinew, captured in its stride. While some surfaces shimmer, the gaps between the muscles remain darker, revealing the texture of the rapidly cooling metal. A faint heat haze still shimmers from its form, creating a breathtaking atmosphere of mythical creation and untamed elemental power.", + "seed": 11188, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_2/index_1867_seed_11188_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.039710840582847594, + "vlm_logprob": -0.039710840582847594, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.039710840582847594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1433553695678711 + ], + "opposite_logprob_tokens": [ + -2.018355369567871 + ], + "logprob_reward": -0.1433553695678711, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1433553695678711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15212373435497284, + 0.12871666252613068, + 0.10903111845254898, + 0.034641169011592865, + 0.05695361644029617, + 0.037992093712091446, + 0.10947049409151077, + 0.12209669500589371, + 0.07622810453176498, + 0.17274627089500427 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.1433553695678711 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025013370905071497 + ], + "opposite_logprob_tokens": [ + -6.002501487731934 + ], + "logprob_reward": -0.0025013370905071497, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025013370905071497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09259757399559021, + 0.08153581619262695, + 0.14621157944202423, + 0.06213011592626572, + 0.12202763557434082, + 0.08792699128389359, + 0.18438425660133362, + 0.11531472206115723, + 0.06430106610059738, + 0.04357025772333145 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.0025013370905071497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008144637104123831 + ], + "opposite_logprob_tokens": [ + -7.125814437866211 + ], + "logprob_reward": -0.0008144637104123831, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008144637104123831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11857455223798752, + 0.05119189992547035, + 0.07077844440937042, + 0.07242386043071747, + 0.11672551184892654, + 0.17474421858787537, + 0.12238572537899017, + 0.14317774772644043, + 0.08601649850606918, + 0.04398154467344284 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.0008144637104123831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369268402457237 + ], + "opposite_logprob_tokens": [ + -3.4086925983428955 + ], + "logprob_reward": -0.03369268402457237, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369268402457237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03027382865548134, + 0.02465982921421528, + 0.06709861010313034, + 0.03088504448533058, + 0.11075504869222641, + 0.18358999490737915, + 0.17849813401699066, + 0.23534390330314636, + 0.09434414654970169, + 0.044551458209753036 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.03369268402457237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190348520874977 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.018190348520874977, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190348520874977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13504095375537872, + 0.05370362475514412, + 0.06759562343358994, + 0.12987393140792847, + 0.08103949576616287, + 0.07973262667655945, + 0.1042952835559845, + 0.1526060849428177, + 0.0639365091919899, + 0.13217583298683167 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.018190348520874977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, held at eye level, against a stark black void, focuses entirely on a miraculous transformation. A viscous stream of incandescent gold, glowing with white-hot intensity, pours into the center of the frame, gathering and swirling with immense energy. Then, the liquid mass begins to violently churn and coalesce, golden tendrils rapidly solidifying and twisting together. The process is swift and decisive: the molten glow fades, replaced by the rich, reflective sheen of solid metal, a charging bull forged in an instant. Its head bowed, its massive, sharply curved horns catching the unseen light, its body a detailed sculpture of rippling muscle tissue and straining sinew, captured in its stride. While some surfaces shimmer, the gaps between the muscles remain darker, revealing the texture of the rapidly cooling metal. A faint heat haze still shimmers from its form, creating a breathtaking atmosphere of mythical creation and untamed elemental power.", + "seed": 11189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_2/index_1867_seed_11189_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22021706243976952, + "vlm_logprob": -0.22021706243976952, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.22021706243976952, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7581701278686523 + ], + "opposite_logprob_tokens": [ + -0.6331701278686523 + ], + "logprob_reward": -0.7581701278686523, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7581701278686523, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13116468489170074, + 0.030366133898496628, + 0.06303786486387253, + 0.05497484281659126, + 0.1846282184123993, + 0.07417143881320953, + 0.026534313336014748, + 0.020451001822948456, + 0.023056119680404663, + 0.3916153609752655 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.7581701278686523 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007648705970495939 + ], + "opposite_logprob_tokens": [ + -4.882648468017578 + ], + "logprob_reward": -0.007648705970495939, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007648705970495939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0779951736330986, + 0.024803010746836662, + 0.1320296674966812, + 0.04515042528510094, + 0.19383688271045685, + 0.07330062240362167, + 0.0503457710146904, + 0.07599277794361115, + 0.0772494450211525, + 0.24929620325565338 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.007648705970495939 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613373264670372 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613373264670372, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613373264670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05737634748220444, + 0.02263113297522068, + 0.05908222869038582, + 0.07760756462812424, + 0.1639603227376938, + 0.08178474009037018, + 0.04969090223312378, + 0.09443844854831696, + 0.08922986686229706, + 0.3041985034942627 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.003613373264670372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346240639686584 + ], + "opposite_logprob_tokens": [ + -1.3134623765945435 + ], + "logprob_reward": -0.31346240639686584, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346240639686584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0251662228256464, + 0.028388256207108498, + 0.029843958094716072, + 0.08465809375047684, + 0.19551981985569, + 0.0638464018702507, + 0.06076006963849068, + 0.16985638439655304, + 0.17679356038570404, + 0.16516715288162231 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.31346240639686584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a static medium shot held at eye level against a stark black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a viscous stream of incandescent gold pour into the center and swirl with immense energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid mass violently churn and coalesce into golden tendrils that rapidly solidify and twist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final subject a charging bull with bowed head, sharply curved horns, and rippling muscle tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final bull exhibit darker gaps between muscles revealing cooling metal texture and a faint heat haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190698698163033 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190698698163033, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190698698163033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041501179337501526, + 0.01592266373336315, + 0.025022247806191444, + 0.03331189602613449, + 0.33575648069381714, + 0.0174701064825058, + 0.0278463214635849, + 0.019291047006845474, + 0.04797318950295448, + 0.4359048902988434 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.018190698698163033 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_3/index_tensor([9518, 9518])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_3/index_tensor([9518, 9518])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..63892f008970b19b43064f8ee181592f80dc2a47 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_3/index_tensor([9518, 9518])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a style reminiscent of classic Japanese anime, defined by sharp, dynamic lines and bold cellular shading, the camera executes a dramatic crane from a high angle, capturing a scene of raw ferocity on the damp, mossy forest floor. A massive, aggressive centipede dominates the frame, its long body composed of dark, iridescent segments of chitin gleaming in the dappled sunlight filtering through the dense tree canopy. Its sides are lined with dozens of vibrant, almost luminous orange legs, tipped with sharp black and twitching in anticipation. As the camera descends, the creature's body coils with immense force, its many segments rippled in visible waves of muscle contraction, spreading from its tail to its terrifying head, equipped with long, serrated tentacles and powerful, curved jaws. With explosive speed, the centipede lunges forward in a low, predatory arc, its entire form ablaze with black armor and vibrant orange as it decisively lunges towards its unseen prey below the frame, creating a tense and ferocious atmosphere of a successful hunt.", + "seed": 7691, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_3/index_9518_seed_7691_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17621933622285724, + "vlm_logprob": -0.17621933622285724, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.17621933622285724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3144184947013855 + ], + "opposite_logprob_tokens": [ + -1.3144185543060303 + ], + "logprob_reward": -0.3144184947013855, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3144184947013855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13603061437606812, + 0.14058458805084229, + 0.08509807288646698, + 0.08030334860086441, + 0.04007841646671295, + 0.15898005664348602, + 0.09379147738218307, + 0.05641067028045654, + 0.09719676524400711, + 0.11152603477239609 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.3144184947013855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024951535742729902 + ], + "opposite_logprob_tokens": [ + -6.002495288848877 + ], + "logprob_reward": -0.0024951535742729902, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024951535742729902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21526485681533813, + 0.043698154389858246, + 0.04141494259238243, + 0.049351755529642105, + 0.04170769080519676, + 0.13863979279994965, + 0.12531045079231262, + 0.0503665916621685, + 0.15549539029598236, + 0.13875041902065277 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0024951535742729902 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809041529893875 + ], + "opposite_logprob_tokens": [ + -3.288090467453003 + ], + "logprob_reward": -0.03809041529893875, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809041529893875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12523330748081207, + 0.07259666174650192, + 0.07041392475366592, + 0.09537667036056519, + 0.05317344889044762, + 0.09887561947107315, + 0.21422621607780457, + 0.06756645441055298, + 0.0625099241733551, + 0.1400277465581894 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.03809041529893875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00281461956910789 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.00281461956910789, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00281461956910789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2030325084924698, + 0.040410365909338, + 0.12673838436603546, + 0.05381189286708832, + 0.04097269847989082, + 0.1908503770828247, + 0.09659840911626816, + 0.04113885387778282, + 0.05895627290010452, + 0.14749017357826233 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.00281461956910789 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523277997970581 + ], + "opposite_logprob_tokens": [ + -0.898277997970581 + ], + "logprob_reward": -0.523277997970581, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523277997970581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.404270738363266, + 0.1291355937719345, + 0.1097625121474266, + 0.06782614439725876, + 0.035875994712114334, + 0.03343159332871437, + 0.06915534287691116, + 0.034279484301805496, + 0.059875525534152985, + 0.05638706311583519 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.523277997970581 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a style reminiscent of classic Japanese anime, defined by sharp, dynamic lines and bold cellular shading, the camera executes a dramatic crane from a high angle, capturing a scene of raw ferocity on the damp, mossy forest floor. A massive, aggressive centipede dominates the frame, its long body composed of dark, iridescent segments of chitin gleaming in the dappled sunlight filtering through the dense tree canopy. Its sides are lined with dozens of vibrant, almost luminous orange legs, tipped with sharp black and twitching in anticipation. As the camera descends, the creature's body coils with immense force, its many segments rippled in visible waves of muscle contraction, spreading from its tail to its terrifying head, equipped with long, serrated tentacles and powerful, curved jaws. With explosive speed, the centipede lunges forward in a low, predatory arc, its entire form ablaze with black armor and vibrant orange as it decisively lunges towards its unseen prey below the frame, creating a tense and ferocious atmosphere of a successful hunt.", + "seed": 7692, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_3/index_9518_seed_7692_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3274400632828474, + "vlm_logprob": -0.3274400632828474, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.3274400632828474, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6940175294876099 + ], + "opposite_logprob_tokens": [ + -0.6940175294876099 + ], + "logprob_reward": -0.6940175294876099, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6940175294876099, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1900477558374405, + 0.050544239580631256, + 0.07857978343963623, + 0.10032379627227783, + 0.06121610850095749, + 0.1528165340423584, + 0.038889940828084946, + 0.18134526908397675, + 0.04592500254511833, + 0.10031156241893768 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.6940175294876099 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032021934166550636 + ], + "opposite_logprob_tokens": [ + -5.753201961517334 + ], + "logprob_reward": -0.0032021934166550636, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032021934166550636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08562267571687698, + 0.03538021817803383, + 0.10348513722419739, + 0.07651203125715256, + 0.044600196182727814, + 0.16463008522987366, + 0.050366662442684174, + 0.14465536177158356, + 0.04002084583044052, + 0.2547268271446228 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.0032021934166550636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809535130858421 + ], + "opposite_logprob_tokens": [ + -3.288095235824585 + ], + "logprob_reward": -0.03809535130858421, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809535130858421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09145574271678925, + 0.06015538051724434, + 0.0573933869600296, + 0.20481432974338531, + 0.07610350847244263, + 0.131675586104393, + 0.13042984902858734, + 0.06942105293273926, + 0.05807628482580185, + 0.12047488987445831 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.03809535130858421 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003610522486269474 + ], + "opposite_logprob_tokens": [ + -5.628610610961914 + ], + "logprob_reward": -0.003610522486269474, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003610522486269474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17976410686969757, + 0.06943365931510925, + 0.06980817019939423, + 0.0757492333650589, + 0.06912972033023834, + 0.16995885968208313, + 0.06298547983169556, + 0.12930259108543396, + 0.05618986487388611, + 0.11767834424972534 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.003610522486269474 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982747197151184 + ], + "opposite_logprob_tokens": [ + -0.5232747197151184 + ], + "logprob_reward": -0.8982747197151184, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982747197151184, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21114924550056458, + 0.1846165508031845, + 0.05904724448919296, + 0.09465670585632324, + 0.09124727547168732, + 0.0917622298002243, + 0.10894874483346939, + 0.07142859697341919, + 0.03790929913520813, + 0.049234140664339066 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.8982747197151184 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a style reminiscent of classic Japanese anime, defined by sharp, dynamic lines and bold cellular shading, the camera executes a dramatic crane from a high angle, capturing a scene of raw ferocity on the damp, mossy forest floor. A massive, aggressive centipede dominates the frame, its long body composed of dark, iridescent segments of chitin gleaming in the dappled sunlight filtering through the dense tree canopy. Its sides are lined with dozens of vibrant, almost luminous orange legs, tipped with sharp black and twitching in anticipation. As the camera descends, the creature's body coils with immense force, its many segments rippled in visible waves of muscle contraction, spreading from its tail to its terrifying head, equipped with long, serrated tentacles and powerful, curved jaws. With explosive speed, the centipede lunges forward in a low, predatory arc, its entire form ablaze with black armor and vibrant orange as it decisively lunges towards its unseen prey below the frame, creating a tense and ferocious atmosphere of a successful hunt.", + "seed": 7693, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_3/index_9518_seed_7693_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26502552442252636, + "vlm_logprob": -0.26502552442252636, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.26502552442252636, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5248783230781555 + ], + "opposite_logprob_tokens": [ + -0.8998783230781555 + ], + "logprob_reward": -0.5248783230781555, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5248783230781555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18227335810661316, + 0.07804008573293686, + 0.06809712201356888, + 0.0819772332906723, + 0.07554058730602264, + 0.13402894139289856, + 0.03870319947600365, + 0.21553122997283936, + 0.07872764766216278, + 0.04708056524395943 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.5248783230781555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028279335238039494 + ], + "opposite_logprob_tokens": [ + -5.877828121185303 + ], + "logprob_reward": -0.0028279335238039494, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028279335238039494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13496698439121246, + 0.06447640061378479, + 0.0889095813035965, + 0.15051983296871185, + 0.06809797137975693, + 0.16249710321426392, + 0.06578617542982101, + 0.0730082169175148, + 0.0801026001572609, + 0.11163511872291565 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.0028279335238039494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699482679367065 + ], + "opposite_logprob_tokens": [ + -3.4086995124816895 + ], + "logprob_reward": -0.033699482679367065, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699482679367065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07958151400089264, + 0.07655749469995499, + 0.06233331188559532, + 0.10239144414663315, + 0.054163623601198196, + 0.12776698172092438, + 0.06942781805992126, + 0.23742541670799255, + 0.1553577184677124, + 0.03499471768736839 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.033699482679367065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944430362433195 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944430362433195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944430362433195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.233059823513031, + 0.16404707729816437, + 0.053099580109119415, + 0.06271157413721085, + 0.048707377165555954, + 0.10135991871356964, + 0.042375799268484116, + 0.134783536195755, + 0.11564449965953827, + 0.044210828840732574 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005944430362433195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577774524688721 + ], + "opposite_logprob_tokens": [ + -0.6327774524688721 + ], + "logprob_reward": -0.7577774524688721, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577774524688721, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13011999428272247, + 0.06499740481376648, + 0.05136121064424515, + 0.02936236374080181, + 0.04884786158800125, + 0.0632447749376297, + 0.06311186403036118, + 0.07298985868692398, + 0.3287676274776459, + 0.14719709753990173 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.7577774524688721 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a style reminiscent of classic Japanese anime, defined by sharp, dynamic lines and bold cellular shading, the camera executes a dramatic crane from a high angle, capturing a scene of raw ferocity on the damp, mossy forest floor. A massive, aggressive centipede dominates the frame, its long body composed of dark, iridescent segments of chitin gleaming in the dappled sunlight filtering through the dense tree canopy. Its sides are lined with dozens of vibrant, almost luminous orange legs, tipped with sharp black and twitching in anticipation. As the camera descends, the creature's body coils with immense force, its many segments rippled in visible waves of muscle contraction, spreading from its tail to its terrifying head, equipped with long, serrated tentacles and powerful, curved jaws. With explosive speed, the centipede lunges forward in a low, predatory arc, its entire form ablaze with black armor and vibrant orange as it decisively lunges towards its unseen prey below the frame, creating a tense and ferocious atmosphere of a successful hunt.", + "seed": 7694, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_3/index_9518_seed_7694_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4343532544095069, + "vlm_logprob": -0.4343532544095069, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.4343532544095069, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1374456882476807 + ], + "opposite_logprob_tokens": [ + -0.38744568824768066 + ], + "logprob_reward": -1.1374456882476807, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1374456882476807, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10510760545730591, + 0.08642371743917465, + 0.05807919055223465, + 0.04086150601506233, + 0.5385899543762207, + 0.033294469118118286, + 0.021886248141527176, + 0.038161613047122955, + 0.02368244156241417, + 0.05391325429081917 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -1.1374456882476807 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036253698635846376 + ], + "opposite_logprob_tokens": [ + -5.628625392913818 + ], + "logprob_reward": -0.0036253698635846376, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036253698635846376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061986006796360016, + 0.06053153797984123, + 0.04094603657722473, + 0.03264704719185829, + 0.6255216002464294, + 0.021617604419589043, + 0.02347051352262497, + 0.04277215525507927, + 0.024134933948516846, + 0.06637251377105713 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0036253698635846376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495508760213852 + ], + "opposite_logprob_tokens": [ + -2.929955005645752 + ], + "logprob_reward": -0.05495508760213852, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495508760213852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05518713593482971, + 0.04142014682292938, + 0.04034315422177315, + 0.039908360689878464, + 0.5986096262931824, + 0.03502999246120453, + 0.05476180836558342, + 0.05220921337604523, + 0.0273914597928524, + 0.05513911321759224 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.05495508760213852 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015101945027709007 + ], + "opposite_logprob_tokens": [ + -6.501510143280029 + ], + "logprob_reward": -0.0015101945027709007, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015101945027709007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09601171314716339, + 0.06889206171035767, + 0.059247877448797226, + 0.04420134797692299, + 0.5289396643638611, + 0.025560567155480385, + 0.03266680985689163, + 0.03540802747011185, + 0.046548694372177124, + 0.06252335011959076 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0015101945027709007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style reminiscent of classic Japanese anime with sharp, dynamic lines and bold cellular shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive centipede with dark iridescent segments and vibrant orange legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede coil its body with visible waves of muscle contraction while lunging forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a damp, mossy forest floor with dappled sunlight filtering through a dense tree canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a dramatic crane shot starting from a high angle and descending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742299318313599 + ], + "opposite_logprob_tokens": [ + -0.47422993183135986 + ], + "logprob_reward": -0.9742299318313599, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742299318313599, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21795396506786346, + 0.2572135627269745, + 0.13039913773536682, + 0.09547752141952515, + 0.045236941426992416, + 0.03836808353662491, + 0.0651366114616394, + 0.04160068556666374, + 0.06090826541185379, + 0.04770515859127045 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.9742299318313599 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_4/index_tensor([8102, 8102])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_4/index_tensor([8102, 8102])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6a60118ff32fc021fa2988b9c79913abbe952661 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_4/index_tensor([8102, 8102])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera executes a dizzyingly rapid whiplash across a sun-drenched modern living room, the movement blurring the background into streaks of light and color before abruptly stopping in a steady, eye-level medium shot. The sudden silence reveals a young man and woman crouching conspiratorially behind the large, waxy green leaves of a Monstera plant in a heavy clay pot. The man, with unkempt dark brown hair and wearing a simple gray crew-neck sweatshirt, a playful grin on his face. Beside him, the woman, her long blond hair tied in a loose ponytail, eyes wide open, biting her lower lip to stifle a giggle. As they stare at each other for a moment, a silent understanding passes between them. The man quickly raises his right hand, palm open. With perfect, mirrored timing, she meets his hand in a swift, precise, and completely silent high-five. Their palms connect and separate in one fluid motion, before they instantly withdraw their hands, their shared secret creating a palpable atmosphere of both amusement and tranquility. Bright afternoon sunlight streamed in through a nearby window, illuminating their faces, and patterns of light and shadow filtered through the leaves of the plants, enhancing the sense of their secluded, private moment.", + "seed": 4656, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_4/index_8102_seed_4656_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06148691959679127, + "vlm_logprob": -0.06148691959679127, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.06148691959679127, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012613048776984215 + ], + "opposite_logprob_tokens": [ + -4.512612819671631 + ], + "logprob_reward": -0.012613048776984215, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012613048776984215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3821165859699249, + 0.17173337936401367, + 0.04238587245345116, + 0.026744352653622627, + 0.08927392214536667, + 0.044750604778528214, + 0.013661354780197144, + 0.06358884274959564, + 0.12962448596954346, + 0.03612061217427254 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.012613048776984215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096990555524826 + ], + "opposite_logprob_tokens": [ + -4.141097068786621 + ], + "logprob_reward": -0.016096990555524826, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096990555524826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0642969086766243, + 0.04237723723053932, + 0.06913526356220245, + 0.0144480150192976, + 0.10483883321285248, + 0.04693835601210594, + 0.028571734204888344, + 0.4029185175895691, + 0.11540846526622772, + 0.11106660217046738 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.016096990555524826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331031858921051 + ], + "opposite_logprob_tokens": [ + -3.773310422897339 + ], + "logprob_reward": -0.02331031858921051, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331031858921051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04973543435335159, + 0.06418392807245255, + 0.08566196262836456, + 0.027859682217240334, + 0.054652828723192215, + 0.05132857337594032, + 0.026328934356570244, + 0.34869101643562317, + 0.07431723177433014, + 0.21724049746990204 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.02331031858921051 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981313318014145 + ], + "opposite_logprob_tokens": [ + -3.529813051223755 + ], + "logprob_reward": -0.02981313318014145, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981313318014145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06343948096036911, + 0.059642426669597626, + 0.12077531218528748, + 0.028905022889375687, + 0.1234329491853714, + 0.058089420199394226, + 0.04153171926736832, + 0.3163209557533264, + 0.06700573861598969, + 0.12085693329572678 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.02981313318014145 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560110688209534 + ], + "opposite_logprob_tokens": [ + -1.600601077079773 + ], + "logprob_reward": -0.22560110688209534, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560110688209534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050554126501083374, + 0.042916491627693176, + 0.07875268161296844, + 0.024088993668556213, + 0.06211734935641289, + 0.0714399591088295, + 0.03666263818740845, + 0.3368910253047943, + 0.0650358498096466, + 0.23154084384441376 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.22560110688209534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a dizzyingly rapid whiplash across a sun-drenched modern living room, the movement blurring the background into streaks of light and color before abruptly stopping in a steady, eye-level medium shot. The sudden silence reveals a young man and woman crouching conspiratorially behind the large, waxy green leaves of a Monstera plant in a heavy clay pot. The man, with unkempt dark brown hair and wearing a simple gray crew-neck sweatshirt, a playful grin on his face. Beside him, the woman, her long blond hair tied in a loose ponytail, eyes wide open, biting her lower lip to stifle a giggle. As they stare at each other for a moment, a silent understanding passes between them. The man quickly raises his right hand, palm open. With perfect, mirrored timing, she meets his hand in a swift, precise, and completely silent high-five. Their palms connect and separate in one fluid motion, before they instantly withdraw their hands, their shared secret creating a palpable atmosphere of both amusement and tranquility. Bright afternoon sunlight streamed in through a nearby window, illuminating their faces, and patterns of light and shadow filtered through the leaves of the plants, enhancing the sense of their secluded, private moment.", + "seed": 4657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_4/index_8102_seed_4657_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08306772708892822, + "vlm_logprob": -0.08306772708892822, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.08306772708892822, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28418275713920593 + ], + "opposite_logprob_tokens": [ + -1.4091827869415283 + ], + "logprob_reward": -0.28418275713920593, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28418275713920593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08805597573518753, + 0.2142326384782791, + 0.049627963453531265, + 0.03354695439338684, + 0.04500306397676468, + 0.06920075416564941, + 0.421235054731369, + 0.020575303584337234, + 0.02064846083521843, + 0.03787382319569588 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.28418275713920593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03375399857759476 + ], + "opposite_logprob_tokens": [ + -3.4087541103363037 + ], + "logprob_reward": -0.03375399857759476, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03375399857759476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09545878320932388, + 0.0776650533080101, + 0.06280958652496338, + 0.08008887618780136, + 0.03695407137274742, + 0.052750226110219955, + 0.26520055532455444, + 0.034054551273584366, + 0.06533055752515793, + 0.22968776524066925 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.03375399857759476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020613953471183777 + ], + "opposite_logprob_tokens": [ + -3.8956139087677 + ], + "logprob_reward": -0.020613953471183777, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020613953471183777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03117240034043789, + 0.05976228788495064, + 0.11741764843463898, + 0.11864966154098511, + 0.051368363201618195, + 0.07241550832986832, + 0.3032727539539337, + 0.04383411258459091, + 0.07172250747680664, + 0.13038474321365356 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.020613953471183777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371562063694 + ], + "opposite_logprob_tokens": [ + -3.4087157249450684 + ], + "logprob_reward": -0.03371562063694, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371562063694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09120475500822067, + 0.06487183272838593, + 0.13278700411319733, + 0.08373821526765823, + 0.14998070895671844, + 0.05882136523723602, + 0.20941849052906036, + 0.057607658207416534, + 0.030958330258727074, + 0.12061163783073425 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.03371562063694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043072305619716644 + ], + "opposite_logprob_tokens": [ + -3.16807222366333 + ], + "logprob_reward": -0.043072305619716644, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043072305619716644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09480278939008713, + 0.07644657790660858, + 0.09092891961336136, + 0.13151337206363678, + 0.05576152354478836, + 0.04170868173241615, + 0.2178647369146347, + 0.058958619832992554, + 0.04262823611497879, + 0.1893864870071411 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.043072305619716644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a dizzyingly rapid whiplash across a sun-drenched modern living room, the movement blurring the background into streaks of light and color before abruptly stopping in a steady, eye-level medium shot. The sudden silence reveals a young man and woman crouching conspiratorially behind the large, waxy green leaves of a Monstera plant in a heavy clay pot. The man, with unkempt dark brown hair and wearing a simple gray crew-neck sweatshirt, a playful grin on his face. Beside him, the woman, her long blond hair tied in a loose ponytail, eyes wide open, biting her lower lip to stifle a giggle. As they stare at each other for a moment, a silent understanding passes between them. The man quickly raises his right hand, palm open. With perfect, mirrored timing, she meets his hand in a swift, precise, and completely silent high-five. Their palms connect and separate in one fluid motion, before they instantly withdraw their hands, their shared secret creating a palpable atmosphere of both amusement and tranquility. Bright afternoon sunlight streamed in through a nearby window, illuminating their faces, and patterns of light and shadow filtered through the leaves of the plants, enhancing the sense of their secluded, private moment.", + "seed": 4658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_4/index_8102_seed_4658_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08372963033616543, + "vlm_logprob": -0.08372963033616543, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.08372963033616543, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16197945177555084 + ], + "opposite_logprob_tokens": [ + -1.9119794368743896 + ], + "logprob_reward": -0.16197945177555084, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16197945177555084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09146194905042648, + 0.43939223885536194, + 0.20286838710308075, + 0.024004923179745674, + 0.018082471564412117, + 0.051715247333049774, + 0.06241266429424286, + 0.07597596198320389, + 0.021714122965931892, + 0.012372054159641266 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.16197945177555084 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026383930817246437 + ], + "opposite_logprob_tokens": [ + -3.651383876800537 + ], + "logprob_reward": -0.026383930817246437, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026383930817246437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1335834264755249, + 0.12420468032360077, + 0.08267560601234436, + 0.07464257627725601, + 0.03407386317849159, + 0.13720324635505676, + 0.08481863886117935, + 0.09722146391868591, + 0.11720958352088928, + 0.11436696350574493 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.026383930817246437 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593635737895966 + ], + "opposite_logprob_tokens": [ + -3.8955936431884766 + ], + "logprob_reward": -0.020593635737895966, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593635737895966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2916835844516754, + 0.17504747211933136, + 0.09214884787797928, + 0.06177480146288872, + 0.03063722886145115, + 0.032469332218170166, + 0.034042444080114365, + 0.09749023616313934, + 0.1627466380596161, + 0.02195943333208561 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.020593635737895966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980954572558403 + ], + "opposite_logprob_tokens": [ + -3.5298094749450684 + ], + "logprob_reward": -0.02980954572558403, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980954572558403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1810704469680786, + 0.31588223576545715, + 0.0514802522957325, + 0.06211669743061066, + 0.10426588356494904, + 0.07982442528009415, + 0.029248587787151337, + 0.09476317465305328, + 0.035711243748664856, + 0.04563705995678902 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02980954572558403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988158762454987 + ], + "opposite_logprob_tokens": [ + -1.8048815727233887 + ], + "logprob_reward": -0.17988158762454987, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988158762454987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10776574164628983, + 0.17003142833709717, + 0.03504185751080513, + 0.05572635680437088, + 0.22805774211883545, + 0.26935014128685, + 0.0425899438560009, + 0.039714839309453964, + 0.026323417201638222, + 0.025398515164852142 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.17988158762454987 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a dizzyingly rapid whiplash across a sun-drenched modern living room, the movement blurring the background into streaks of light and color before abruptly stopping in a steady, eye-level medium shot. The sudden silence reveals a young man and woman crouching conspiratorially behind the large, waxy green leaves of a Monstera plant in a heavy clay pot. The man, with unkempt dark brown hair and wearing a simple gray crew-neck sweatshirt, a playful grin on his face. Beside him, the woman, her long blond hair tied in a loose ponytail, eyes wide open, biting her lower lip to stifle a giggle. As they stare at each other for a moment, a silent understanding passes between them. The man quickly raises his right hand, palm open. With perfect, mirrored timing, she meets his hand in a swift, precise, and completely silent high-five. Their palms connect and separate in one fluid motion, before they instantly withdraw their hands, their shared secret creating a palpable atmosphere of both amusement and tranquility. Bright afternoon sunlight streamed in through a nearby window, illuminating their faces, and patterns of light and shadow filtered through the leaves of the plants, enhancing the sense of their secluded, private moment.", + "seed": 4659, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_4/index_8102_seed_4659_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.053767514787614344, + "vlm_logprob": -0.053767514787614344, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.053767514787614344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0308835506439209 + ], + "opposite_logprob_tokens": [ + -3.530883550643921 + ], + "logprob_reward": -0.0308835506439209, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0308835506439209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17579731345176697, + 0.43273377418518066, + 0.03885706514120102, + 0.05540252849459648, + 0.022993609309196472, + 0.03159313648939133, + 0.058245982974767685, + 0.01709424890577793, + 0.021730829030275345, + 0.14555160701274872 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0308835506439209 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020621195435523987 + ], + "opposite_logprob_tokens": [ + -3.8956212997436523 + ], + "logprob_reward": -0.020621195435523987, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020621195435523987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08661939948797226, + 0.1910654604434967, + 0.04327615723013878, + 0.15095609426498413, + 0.04826415330171585, + 0.06914810091257095, + 0.07680726796388626, + 0.0861768051981926, + 0.04621615260839462, + 0.20147036015987396 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.020621195435523987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085941456258297 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.011085941456258297, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085941456258297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09851130098104477, + 0.09476227313280106, + 0.062490642070770264, + 0.0577620230615139, + 0.09742181748151779, + 0.1378622204065323, + 0.05923151224851608, + 0.17752444744110107, + 0.07717803120613098, + 0.13725575804710388 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.011085941456258297 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349563151597977 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349563151597977, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349563151597977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16318103671073914, + 0.06246012821793556, + 0.0579044483602047, + 0.06539023667573929, + 0.09020175039768219, + 0.054797399789094925, + 0.06818836182355881, + 0.057153332978487015, + 0.1366034746170044, + 0.2441198080778122 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.026349563151597977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, whiplash-like camera movement that blurs the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a steady, eye-level medium shot of a young man and woman crouching behind a large Monstera plant in a heavy clay pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man have unkempt dark brown hair, wear a gray crew-neck sweatshirt, and display a playful grin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman have long blond hair in a loose ponytail, wide eyes, and bite her lower lip while staring at the man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man and woman perform a swift, silent high-five with perfect mirrored timing, followed by an instant withdrawal of their hands?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989732325077057 + ], + "opposite_logprob_tokens": [ + -1.8048973083496094 + ], + "logprob_reward": -0.17989732325077057, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989732325077057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09125464409589767, + 0.060423124581575394, + 0.045981891453266144, + 0.043452609330415726, + 0.06000712141394615, + 0.03983541950583458, + 0.05533389747142792, + 0.03329908475279808, + 0.14184309542179108, + 0.4285690486431122 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.17989732325077057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_5/index_tensor([8890, 8890])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_5/index_tensor([8890, 8890])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b3b3870575cbc8a717815b4feb6571d9e8166ba2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_5/index_tensor([8890, 8890])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up begins statically, focusing with macroscopic precision on the translucent tip of a single, clear icicle suspended from the dark, weathered edge of a wooden eave. The ice, riddled with tiny trapped bubbles and fine crystalline cracks, glitters in the soft, diffuse light of a cool, overcast day, revealing a subtly uneven melted surface. At the very tip of the icicle, a drop of water forms imperceptibly, slowly expanding as the meltwater trickles down its length. It grows steadily, its surface tension creating a perfect, shimmering sphere that captures and distorts miniature fisheye reflections of the soft gray sky and the damp, crumbling wood above. Stretched by the unstoppable force of gravity, the droplet stretches into a teardrop shape until its connection becomes a thin thread of water that suddenly and cleanly breaks. At that moment, the camera tilts downward smoothly and deliberately, perfectly tracking the now-falling sphere as it plummets through the bottom of the frame, creating an atmosphere of tranquil concentration centered on this simple, natural event.", + "seed": 3807, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_5/index_8890_seed_3807_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016105501801939683, + "vlm_logprob": -0.016105501801939683, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.016105501801939683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005635564215481281 + ], + "opposite_logprob_tokens": [ + -5.880635738372803 + ], + "logprob_reward": -0.005635564215481281, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.005635564215481281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11909697949886322, + 0.221631720662117, + 0.05015922337770462, + 0.023861372843384743, + 0.054213739931583405, + 0.15817873179912567, + 0.08213119953870773, + 0.037753984332084656, + 0.04974550008773804, + 0.20322749018669128 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.005635564215481281 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009800649248063564 + ], + "opposite_logprob_tokens": [ + -4.634800434112549 + ], + "logprob_reward": -0.009800649248063564, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009800649248063564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12109340727329254, + 0.1728726476430893, + 0.11344332993030548, + 0.07443221658468246, + 0.07000119239091873, + 0.10551952570676804, + 0.10244116932153702, + 0.05854780599474907, + 0.03393978625535965, + 0.14770887792110443 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.009800649248063564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00038985759601928294 + ], + "opposite_logprob_tokens": [ + -7.87539005279541 + ], + "logprob_reward": -0.00038985759601928294, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00038985759601928294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10410121083259583, + 0.456731379032135, + 0.04561525583267212, + 0.08221793174743652, + 0.08531404286623001, + 0.04807966575026512, + 0.053926654160022736, + 0.05253707617521286, + 0.028892558068037033, + 0.04258428141474724 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.00038985759601928294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1631344109773636, + 0.14003732800483704, + 0.11139494180679321, + 0.0569189190864563, + 0.06374660134315491, + 0.05686850845813751, + 0.06546706706285477, + 0.052896223962306976, + 0.04118822142481804, + 0.24834783375263214 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863365739583969 + ], + "opposite_logprob_tokens": [ + -3.048633575439453 + ], + "logprob_reward": -0.04863365739583969, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863365739583969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058973755687475204, + 0.03607020899653435, + 0.13056805729866028, + 0.034619543701410294, + 0.04590384289622307, + 0.09384071081876755, + 0.2638896405696869, + 0.14944399893283844, + 0.03658343106508255, + 0.1501067876815796 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.04863365739583969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins statically, focusing with macroscopic precision on the translucent tip of a single, clear icicle suspended from the dark, weathered edge of a wooden eave. The ice, riddled with tiny trapped bubbles and fine crystalline cracks, glitters in the soft, diffuse light of a cool, overcast day, revealing a subtly uneven melted surface. At the very tip of the icicle, a drop of water forms imperceptibly, slowly expanding as the meltwater trickles down its length. It grows steadily, its surface tension creating a perfect, shimmering sphere that captures and distorts miniature fisheye reflections of the soft gray sky and the damp, crumbling wood above. Stretched by the unstoppable force of gravity, the droplet stretches into a teardrop shape until its connection becomes a thin thread of water that suddenly and cleanly breaks. At that moment, the camera tilts downward smoothly and deliberately, perfectly tracking the now-falling sphere as it plummets through the bottom of the frame, creating an atmosphere of tranquil concentration centered on this simple, natural event.", + "seed": 3808, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_5/index_8890_seed_3808_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08436809501145034, + "vlm_logprob": -0.08436809501145034, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.08436809501145034, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02521592564880848 + ], + "opposite_logprob_tokens": [ + -3.7752158641815186 + ], + "logprob_reward": -0.02521592564880848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02521592564880848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06869494169950485, + 0.04924748092889786, + 0.07459524273872375, + 0.15762320160865784, + 0.12967854738235474, + 0.04056426137685776, + 0.14041244983673096, + 0.08163313567638397, + 0.08934562653303146, + 0.16820509731769562 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.02521592564880848 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813585638999939 + ], + "opposite_logprob_tokens": [ + -3.2881357669830322 + ], + "logprob_reward": -0.03813585638999939, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813585638999939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04793982580304146, + 0.05276291444897652, + 0.0860602855682373, + 0.05831349268555641, + 0.05235115438699722, + 0.04687963053584099, + 0.058950211852788925, + 0.061903342604637146, + 0.3038260340690613, + 0.23101308941841125 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.03813585638999939 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019471748964861035 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.0019471748964861035, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019471748964861035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1733073741197586, + 0.07053637504577637, + 0.0755053386092186, + 0.05030634254217148, + 0.1895475834608078, + 0.04874417930841446, + 0.17606012523174286, + 0.022634005174040794, + 0.14724992215633392, + 0.046108752489089966 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0019471748964861035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31348976492881775 + ], + "opposite_logprob_tokens": [ + -1.3134897947311401 + ], + "logprob_reward": -0.31348976492881775, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31348976492881775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07728298753499985, + 0.13240675628185272, + 0.039884716272354126, + 0.22051633894443512, + 0.12443701922893524, + 0.03615081310272217, + 0.03177592530846596, + 0.05587003007531166, + 0.14911960065364838, + 0.1325557976961136 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.31348976492881775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305175319314003 + ], + "opposite_logprob_tokens": [ + -3.1680517196655273 + ], + "logprob_reward": -0.04305175319314003, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305175319314003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07121967524290085, + 0.06939797848463058, + 0.031009864062070847, + 0.026822414249181747, + 0.05258515849709511, + 0.024932727217674255, + 0.06930102407932281, + 0.036289189010858536, + 0.5261716842651367, + 0.09227025508880615 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.04305175319314003 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins statically, focusing with macroscopic precision on the translucent tip of a single, clear icicle suspended from the dark, weathered edge of a wooden eave. The ice, riddled with tiny trapped bubbles and fine crystalline cracks, glitters in the soft, diffuse light of a cool, overcast day, revealing a subtly uneven melted surface. At the very tip of the icicle, a drop of water forms imperceptibly, slowly expanding as the meltwater trickles down its length. It grows steadily, its surface tension creating a perfect, shimmering sphere that captures and distorts miniature fisheye reflections of the soft gray sky and the damp, crumbling wood above. Stretched by the unstoppable force of gravity, the droplet stretches into a teardrop shape until its connection becomes a thin thread of water that suddenly and cleanly breaks. At that moment, the camera tilts downward smoothly and deliberately, perfectly tracking the now-falling sphere as it plummets through the bottom of the frame, creating an atmosphere of tranquil concentration centered on this simple, natural event.", + "seed": 3809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_5/index_8890_seed_3809_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021178909577429295, + "vlm_logprob": -0.021178909577429295, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.021178909577429295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017408430576324463 + ], + "opposite_logprob_tokens": [ + -4.14240837097168 + ], + "logprob_reward": -0.017408430576324463, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017408430576324463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02319825068116188, + 0.07338967174291611, + 0.10189619660377502, + 0.39302197098731995, + 0.03549657016992569, + 0.07524846494197845, + 0.1007831022143364, + 0.03693395107984543, + 0.09030179679393768, + 0.0697299912571907 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.017408430576324463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211048372089863 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211048372089863, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211048372089863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020723236724734306, + 0.07337801903486252, + 0.118409663438797, + 0.2706719934940338, + 0.08615921437740326, + 0.16762171685695648, + 0.04944955185055733, + 0.05247215926647186, + 0.09166089445352554, + 0.06945354491472244 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.014211048372089863 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011824527755379677 + ], + "opposite_logprob_tokens": [ + -6.751182556152344 + ], + "logprob_reward": -0.0011824527755379677, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011824527755379677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02379036881029606, + 0.19835299253463745, + 0.1316744089126587, + 0.211232990026474, + 0.02801433764398098, + 0.10226017236709595, + 0.10384074598550797, + 0.05059465765953064, + 0.12204968929290771, + 0.028189642354846 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.0011824527755379677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071558110415936 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071558110415936, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071558110415936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08380503207445145, + 0.16098906099796295, + 0.13371482491493225, + 0.09931407868862152, + 0.12925241887569427, + 0.07018065452575684, + 0.07892967760562897, + 0.03671763837337494, + 0.10284789651632309, + 0.10424869507551193 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.011071558110415936 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062021058052778244 + ], + "opposite_logprob_tokens": [ + -2.812021017074585 + ], + "logprob_reward": -0.062021058052778244, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062021058052778244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032433606684207916, + 0.11418552696704865, + 0.12160725891590118, + 0.26362496614456177, + 0.16874819993972778, + 0.09176510572433472, + 0.07838695496320724, + 0.025917548686265945, + 0.032995931804180145, + 0.07033489644527435 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.062021058052778244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins statically, focusing with macroscopic precision on the translucent tip of a single, clear icicle suspended from the dark, weathered edge of a wooden eave. The ice, riddled with tiny trapped bubbles and fine crystalline cracks, glitters in the soft, diffuse light of a cool, overcast day, revealing a subtly uneven melted surface. At the very tip of the icicle, a drop of water forms imperceptibly, slowly expanding as the meltwater trickles down its length. It grows steadily, its surface tension creating a perfect, shimmering sphere that captures and distorts miniature fisheye reflections of the soft gray sky and the damp, crumbling wood above. Stretched by the unstoppable force of gravity, the droplet stretches into a teardrop shape until its connection becomes a thin thread of water that suddenly and cleanly breaks. At that moment, the camera tilts downward smoothly and deliberately, perfectly tracking the now-falling sphere as it plummets through the bottom of the frame, creating an atmosphere of tranquil concentration centered on this simple, natural event.", + "seed": 3810, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_5/index_8890_seed_3810_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02081333885435015, + "vlm_logprob": -0.02081333885435015, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.02081333885435015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010121802799403667 + ], + "opposite_logprob_tokens": [ + -4.885121822357178 + ], + "logprob_reward": -0.010121802799403667, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.010121802799403667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08948533982038498, + 0.043614670634269714, + 0.054328180849552155, + 0.061463672667741776, + 0.12244769185781479, + 0.15819251537322998, + 0.24658989906311035, + 0.07593344151973724, + 0.0674024447798729, + 0.08054211735725403 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.010121802799403667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033742357045412064 + ], + "opposite_logprob_tokens": [ + -3.4087424278259277 + ], + "logprob_reward": -0.033742357045412064, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033742357045412064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1751137524843216, + 0.04013779014348984, + 0.05490073189139366, + 0.0579223558306694, + 0.07575593143701553, + 0.028085647150874138, + 0.1090993657708168, + 0.24474258720874786, + 0.1262209564447403, + 0.08802086114883423 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.033742357045412064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015174552099779248 + ], + "opposite_logprob_tokens": [ + -6.501517295837402 + ], + "logprob_reward": -0.0015174552099779248, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015174552099779248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06565141677856445, + 0.15998297929763794, + 0.0288230050355196, + 0.030900416895747185, + 0.0738619863986969, + 0.18736933171749115, + 0.3548465371131897, + 0.021715374663472176, + 0.04758580029010773, + 0.029263118281960487 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.0015174552099779248 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059328556060791 + ], + "opposite_logprob_tokens": [ + -3.8955931663513184 + ], + "logprob_reward": -0.02059328556060791, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059328556060791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11537087708711624, + 0.04330340400338173, + 0.050021424889564514, + 0.11398997902870178, + 0.054920949041843414, + 0.08627582341432571, + 0.09769158065319061, + 0.0499119758605957, + 0.057784661650657654, + 0.3307293653488159 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.02059328556060791 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the translucent tip of a single clear icicle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the icicle display visible tiny trapped bubbles and fine crystalline cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a water droplet form at the tip, grow into a sphere, stretch into a teardrop, and then break?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a dark weathered wooden eave and a soft gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt downward smoothly to track the falling water droplet after it breaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809179365634918 + ], + "opposite_logprob_tokens": [ + -3.2880918979644775 + ], + "logprob_reward": -0.03809179365634918, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809179365634918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06630158424377441, + 0.015598640777170658, + 0.04675295203924179, + 0.033412713557481766, + 0.049162622541189194, + 0.16676144301891327, + 0.378972589969635, + 0.02595561370253563, + 0.17303495109081268, + 0.04404686763882637 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.03809179365634918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_6/index_tensor([4526, 4526])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_6/index_tensor([4526, 4526])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a95bf40d0ce506c868d6304f183bb943eddc23a6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_6/index_tensor([4526, 4526])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a majestic, dark brown horse as it gallops with unstoppable force across an ancient stone bridge spanning a gurgling stream. The scene is bathed in the intense backlight of dusk, the sun sinking below the horizon casting a dazzling golden rim around the horse and the weathered stone bridge, rendering the subject almost a silhouette. Every muscle of the horse flexes with effort, its glossy coat a powerful presence. Its wild mane and long tail billow backward in the wind, pierced by the light like burning golden threads. The horse's hooves pound the mossy, time-worn stone pavement, stirring up fine dust and moisture that transform into shimmering golden particles in the backlight. The stream under the bridge reflects the warm orange hue of the sky, sparkling, while the dense forests on both ends of the bridge are shrouded in mist, looming, creating an epic, powerful and solemn atmosphere.", + "seed": 20065, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_6/index_4526_seed_20065_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03526558589073829, + "vlm_logprob": -0.03526558589073829, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.03526558589073829, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09170684963464737 + ], + "opposite_logprob_tokens": [ + -2.4667067527770996 + ], + "logprob_reward": -0.09170684963464737, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09170684963464737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08543246984481812, + 0.11745989322662354, + 0.4258034825325012, + 0.047946833074092865, + 0.03711280599236488, + 0.1750929355621338, + 0.020491784438490868, + 0.018331317231059074, + 0.01733785681426525, + 0.054990604519844055 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.09170684963464737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700458213686943 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.0700458213686943, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700458213686943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1718219667673111, + 0.03051343560218811, + 0.42354926466941833, + 0.09068574756383896, + 0.05985638126730919, + 0.024374738335609436, + 0.03314528986811638, + 0.09729209542274475, + 0.028853844851255417, + 0.039907246828079224 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0700458213686943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00030560590676032007 + ], + "opposite_logprob_tokens": [ + -8.12530517578125 + ], + "logprob_reward": -0.00030560590676032007, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.00030560590676032007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12559188902378082, + 0.10123135894536972, + 0.32523608207702637, + 0.04829813167452812, + 0.08218544721603394, + 0.10775148123502731, + 0.05759991705417633, + 0.028912991285324097, + 0.028283076360821724, + 0.09490956366062164 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.00030560590676032007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078985407948494 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078985407948494, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078985407948494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08317930996417999, + 0.02204027585685253, + 0.15880918502807617, + 0.05116504058241844, + 0.42241591215133667, + 0.04209033027291298, + 0.029200110584497452, + 0.026781165972352028, + 0.11445174366235733, + 0.04986690729856491 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.011078985407948494 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190667135640979 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190667135640979, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190667135640979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10366609692573547, + 0.03756724298000336, + 0.34944573044776917, + 0.030219854786992073, + 0.16710881888866425, + 0.10026140511035919, + 0.0504610501229763, + 0.056014880537986755, + 0.03701582923531532, + 0.06823905557394028 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.003190667135640979 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a majestic, dark brown horse as it gallops with unstoppable force across an ancient stone bridge spanning a gurgling stream. The scene is bathed in the intense backlight of dusk, the sun sinking below the horizon casting a dazzling golden rim around the horse and the weathered stone bridge, rendering the subject almost a silhouette. Every muscle of the horse flexes with effort, its glossy coat a powerful presence. Its wild mane and long tail billow backward in the wind, pierced by the light like burning golden threads. The horse's hooves pound the mossy, time-worn stone pavement, stirring up fine dust and moisture that transform into shimmering golden particles in the backlight. The stream under the bridge reflects the warm orange hue of the sky, sparkling, while the dense forests on both ends of the bridge are shrouded in mist, looming, creating an epic, powerful and solemn atmosphere.", + "seed": 20066, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_6/index_4526_seed_20066_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029916556843090802, + "vlm_logprob": -0.029916556843090802, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.029916556843090802, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09091103821992874 + ], + "opposite_logprob_tokens": [ + -2.4659111499786377 + ], + "logprob_reward": -0.09091103821992874, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09091103821992874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08371668308973312, + 0.08000857383012772, + 0.025223836302757263, + 0.07154395431280136, + 0.12334352731704712, + 0.01783023402094841, + 0.022304918617010117, + 0.08461088687181473, + 0.2518501877784729, + 0.23956729471683502 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.09091103821992874 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026372551918029785 + ], + "opposite_logprob_tokens": [ + -3.6513724327087402 + ], + "logprob_reward": -0.026372551918029785, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026372551918029785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1148974746465683, + 0.04458408057689667, + 0.09157533943653107, + 0.2251434177160263, + 0.022757215425372124, + 0.03900318592786789, + 0.08023130148649216, + 0.22729697823524475, + 0.04284948110580444, + 0.11166152358055115 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.026372551918029785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006392342620529234 + ], + "opposite_logprob_tokens": [ + -7.37563943862915 + ], + "logprob_reward": -0.0006392342620529234, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006392342620529234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28749290108680725, + 0.08494022488594055, + 0.049253661185503006, + 0.10690955817699432, + 0.067608542740345, + 0.09350152313709259, + 0.05040699988603592, + 0.10563486814498901, + 0.07006696611642838, + 0.08418470621109009 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0006392342620529234 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205860435962677 + ], + "opposite_logprob_tokens": [ + -3.8955860137939453 + ], + "logprob_reward": -0.0205860435962677, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205860435962677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1564689576625824, + 0.08850883692502975, + 0.05869467556476593, + 0.07923144102096558, + 0.20383930206298828, + 0.05091191083192825, + 0.05962376296520233, + 0.10620692372322083, + 0.12333399057388306, + 0.07318022102117538 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.0205860435962677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073916219174862 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011073916219174862, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073916219174862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2182357907295227, + 0.0578865148127079, + 0.050928715616464615, + 0.063535675406456, + 0.043522462248802185, + 0.02884892001748085, + 0.0542386993765831, + 0.21619224548339844, + 0.06719125807285309, + 0.199419766664505 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.011073916219174862 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a majestic, dark brown horse as it gallops with unstoppable force across an ancient stone bridge spanning a gurgling stream. The scene is bathed in the intense backlight of dusk, the sun sinking below the horizon casting a dazzling golden rim around the horse and the weathered stone bridge, rendering the subject almost a silhouette. Every muscle of the horse flexes with effort, its glossy coat a powerful presence. Its wild mane and long tail billow backward in the wind, pierced by the light like burning golden threads. The horse's hooves pound the mossy, time-worn stone pavement, stirring up fine dust and moisture that transform into shimmering golden particles in the backlight. The stream under the bridge reflects the warm orange hue of the sky, sparkling, while the dense forests on both ends of the bridge are shrouded in mist, looming, creating an epic, powerful and solemn atmosphere.", + "seed": 20067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_6/index_4526_seed_20067_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023001769953407348, + "vlm_logprob": -0.023001769953407348, + "vlm_yes_no_margin": 4.874999952316284, + "vlm_token_credit": -0.023001769953407348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03130349516868591 + ], + "opposite_logprob_tokens": [ + -3.5313034057617188 + ], + "logprob_reward": -0.03130349516868591, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03130349516868591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21232178807258606, + 0.15754838287830353, + 0.06211410462856293, + 0.07530583441257477, + 0.09375445544719696, + 0.12290078401565552, + 0.03493057191371918, + 0.12682531774044037, + 0.06656596064567566, + 0.04773283377289772 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03130349516868591 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620766282081604 + ], + "opposite_logprob_tokens": [ + -2.8120765686035156 + ], + "logprob_reward": -0.0620766282081604, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620766282081604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04075957462191582, + 0.028020553290843964, + 0.012225380167365074, + 0.01232608687132597, + 0.04257404804229736, + 0.02146257273852825, + 0.032957617193460464, + 0.7255135774612427, + 0.04768401384353638, + 0.03647659346461296 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.0620766282081604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00024172721896320581 + ], + "opposite_logprob_tokens": [ + -8.37524127960205 + ], + "logprob_reward": -0.00024172721896320581, + "yes_no_margin_reward": 8.375, + "token_credit_reward": -0.00024172721896320581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1275782436132431, + 0.051343049854040146, + 0.03133612498641014, + 0.051270268857479095, + 0.04182194545865059, + 0.11225790530443192, + 0.05279705673456192, + 0.24451906979084015, + 0.24131527543067932, + 0.04576101526618004 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.00024172721896320581 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181953813880682 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.0181953813880682, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181953813880682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17716309428215027, + 0.04074382409453392, + 0.04571729898452759, + 0.040324028581380844, + 0.07597821950912476, + 0.10771298408508301, + 0.06341052800416946, + 0.2533109784126282, + 0.11303339898586273, + 0.08260569721460342 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0181953813880682 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031916177831590176 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031916177831590176, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031916177831590176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18392430245876312, + 0.05045291781425476, + 0.03236066922545433, + 0.02262386679649353, + 0.05067216604948044, + 0.30777105689048767, + 0.04692917317152023, + 0.07307858765125275, + 0.04664922133088112, + 0.18553806841373444 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0031916177831590176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a majestic, dark brown horse as it gallops with unstoppable force across an ancient stone bridge spanning a gurgling stream. The scene is bathed in the intense backlight of dusk, the sun sinking below the horizon casting a dazzling golden rim around the horse and the weathered stone bridge, rendering the subject almost a silhouette. Every muscle of the horse flexes with effort, its glossy coat a powerful presence. Its wild mane and long tail billow backward in the wind, pierced by the light like burning golden threads. The horse's hooves pound the mossy, time-worn stone pavement, stirring up fine dust and moisture that transform into shimmering golden particles in the backlight. The stream under the bridge reflects the warm orange hue of the sky, sparkling, while the dense forests on both ends of the bridge are shrouded in mist, looming, creating an epic, powerful and solemn atmosphere.", + "seed": 20068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_6/index_4526_seed_20068_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.031203874631319194, + "vlm_logprob": -0.031203874631319194, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.031203874631319194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09171076118946075 + ], + "opposite_logprob_tokens": [ + -2.4667108058929443 + ], + "logprob_reward": -0.09171076118946075, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09171076118946075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08339373767375946, + 0.0382697694003582, + 0.048555489629507065, + 0.09556934237480164, + 0.3320152461528778, + 0.033843282610177994, + 0.17706525325775146, + 0.07335253059864044, + 0.05821727216243744, + 0.05971799045801163 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.09171076118946075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371976688504219 + ], + "opposite_logprob_tokens": [ + -3.408719778060913 + ], + "logprob_reward": -0.03371976688504219, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371976688504219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22955794632434845, + 0.10185018926858902, + 0.053327009081840515, + 0.05741020292043686, + 0.04828011244535446, + 0.06241064891219139, + 0.31359028816223145, + 0.017789259552955627, + 0.0538194440305233, + 0.06196491792798042 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.03371976688504219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005638201837427914 + ], + "opposite_logprob_tokens": [ + -7.500563621520996 + ], + "logprob_reward": -0.0005638201837427914, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005638201837427914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16547054052352905, + 0.067540243268013, + 0.06238315626978874, + 0.06952688097953796, + 0.21086539328098297, + 0.033734727650880814, + 0.12058903276920319, + 0.16717961430549622, + 0.05131623521447182, + 0.051394134759902954 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0005638201837427914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329203300178051 + ], + "opposite_logprob_tokens": [ + -3.773292064666748 + ], + "logprob_reward": -0.02329203300178051, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329203300178051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23347137868404388, + 0.06056142598390579, + 0.06489966064691544, + 0.09934797137975693, + 0.1451595276594162, + 0.1274670660495758, + 0.04425154626369476, + 0.07311893254518509, + 0.06403496116399765, + 0.08768747746944427 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02329203300178051 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark brown horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse galloping across an ancient stone bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense backlight from a setting sun creating a golden rim light and silhouette effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the horse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the horse's hooves stirring up dust and moisture that appear as shimmering golden particles in the backlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732991896569729 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006732991896569729, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732991896569729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10341139137744904, + 0.042124345898628235, + 0.027998441830277443, + 0.03543129190802574, + 0.10071366280317307, + 0.03159511461853981, + 0.46137556433677673, + 0.1137910708785057, + 0.023764008656144142, + 0.05979515239596367 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.006732991896569729 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_7/index_tensor([2699, 2699])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_7/index_tensor([2699, 2699])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..273ab82410ac127dfcce96a4156bf5a6a079f8a1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_7/index_tensor([2699, 2699])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly zooms in on the subject, focusing on a man lying on an unmade bed. His face is sallow and pale, his forehead covered in fine beads of cold sweat, and strands of sweat-soaked dark hair stick to his temples. His eyes are closed, but his brow is furrowed in agony, his lips chapped and slightly parted. His chest rises and falls with a violent, irregular rhythm, each breath a struggle, causing his sweat-soaked gray cotton T-shirt to cling to his skin, resulting in short, hoarse gasps. A single bedside lamp provides the sole source of light in the room, its dim yellow light casting deep shadows on his face and making the sweat on his skin gleam with a sickly sheen. The crumpled white sheets and the shadowy outlines of the room in the background intensify the oppressive feeling of the scene. The entire scene is imbued with a suffocating atmosphere of pain and struggle, conveying a sense of extreme physical discomfort and the strain of reaching the breaking point.", + "seed": 29035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_7/index_2699_seed_29035_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07524236142635346, + "vlm_logprob": -0.07524236142635346, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.07524236142635346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010827128775417805 + ], + "opposite_logprob_tokens": [ + -5.76082706451416 + ], + "logprob_reward": -0.010827128775417805, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.010827128775417805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6258392333984375, + 0.03256922587752342, + 0.04625271260738373, + 0.051871638745069504, + 0.02085154689848423, + 0.041571758687496185, + 0.08796334266662598, + 0.02932315692305565, + 0.025661149993538857, + 0.03809626027941704 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.010827128775417805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31345701217651367 + ], + "opposite_logprob_tokens": [ + -1.3134570121765137 + ], + "logprob_reward": -0.31345701217651367, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31345701217651367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4306888282299042, + 0.023874428123235703, + 0.09548427909612656, + 0.0457795225083828, + 0.07502403110265732, + 0.11056789010763168, + 0.16915419697761536, + 0.031164435669779778, + 0.007431787438690662, + 0.010830561630427837 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.31345701217651367 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607787050306797 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.01607787050306797, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607787050306797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13961361348628998, + 0.141065776348114, + 0.14294478297233582, + 0.10529784858226776, + 0.12537021934986115, + 0.050414927303791046, + 0.14370597898960114, + 0.05973172187805176, + 0.05104773864150047, + 0.040807392448186874 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.01607787050306797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309968411922455 + ], + "opposite_logprob_tokens": [ + -3.7733099460601807 + ], + "logprob_reward": -0.023309968411922455, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309968411922455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1491003781557083, + 0.17591802775859833, + 0.1245989054441452, + 0.18192732334136963, + 0.04607466980814934, + 0.026338255032896996, + 0.1270734667778015, + 0.02958657778799534, + 0.08243181556463242, + 0.05695057287812233 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.023309968411922455 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539827264845371 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539827264845371, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539827264845371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2225843369960785, + 0.07408536225557327, + 0.26857277750968933, + 0.06575100868940353, + 0.09539766609668732, + 0.044030413031578064, + 0.07677500694990158, + 0.08413934707641602, + 0.017928998917341232, + 0.05073506757616997 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.012539827264845371 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly zooms in on the subject, focusing on a man lying on an unmade bed. His face is sallow and pale, his forehead covered in fine beads of cold sweat, and strands of sweat-soaked dark hair stick to his temples. His eyes are closed, but his brow is furrowed in agony, his lips chapped and slightly parted. His chest rises and falls with a violent, irregular rhythm, each breath a struggle, causing his sweat-soaked gray cotton T-shirt to cling to his skin, resulting in short, hoarse gasps. A single bedside lamp provides the sole source of light in the room, its dim yellow light casting deep shadows on his face and making the sweat on his skin gleam with a sickly sheen. The crumpled white sheets and the shadowy outlines of the room in the background intensify the oppressive feeling of the scene. The entire scene is imbued with a suffocating atmosphere of pain and struggle, conveying a sense of extreme physical discomfort and the strain of reaching the breaking point.", + "seed": 29036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_7/index_2699_seed_29036_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12651366498321295, + "vlm_logprob": -0.12651366498321295, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.12651366498321295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016283489763736725 + ], + "opposite_logprob_tokens": [ + -4.8912835121154785 + ], + "logprob_reward": -0.016283489763736725, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.016283489763736725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14589087665081024, + 0.15839055180549622, + 0.047974053770303726, + 0.16151778399944305, + 0.25174668431282043, + 0.09938588738441467, + 0.03100639209151268, + 0.05914831906557083, + 0.01896841451525688, + 0.02597109042108059 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.016283489763736725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761865377426147 + ], + "opposite_logprob_tokens": [ + -0.8261865377426147 + ], + "logprob_reward": -0.5761865377426147, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761865377426147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044234175235033035, + 0.0653749331831932, + 0.09953337162733078, + 0.20090611279010773, + 0.25614747405052185, + 0.2180706411600113, + 0.018344610929489136, + 0.022748949006199837, + 0.024489320814609528, + 0.050150420516729355 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.5761865377426147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421798299998045 + ], + "opposite_logprob_tokens": [ + -4.264217853546143 + ], + "logprob_reward": -0.01421798299998045, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421798299998045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07673661410808563, + 0.09145209193229675, + 0.08112359791994095, + 0.02843778021633625, + 0.19161845743656158, + 0.20681631565093994, + 0.048890769481658936, + 0.039867106825113297, + 0.06493528932332993, + 0.1701219528913498 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.01421798299998045 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609276793897152 + ], + "opposite_logprob_tokens": [ + -4.141092777252197 + ], + "logprob_reward": -0.01609276793897152, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609276793897152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1386631727218628, + 0.07787737250328064, + 0.058506567031145096, + 0.026378052309155464, + 0.27267542481422424, + 0.21576736867427826, + 0.05773714557290077, + 0.03437541797757149, + 0.045563165098428726, + 0.07245630770921707 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.01609276793897152 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097875464707613 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.0097875464707613, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097875464707613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12675942480564117, + 0.09527867287397385, + 0.03254034370183945, + 0.0554395355284214, + 0.49910682439804077, + 0.02624610997736454, + 0.031432539224624634, + 0.049959905445575714, + 0.02855655737221241, + 0.054680097848176956 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0097875464707613 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly zooms in on the subject, focusing on a man lying on an unmade bed. His face is sallow and pale, his forehead covered in fine beads of cold sweat, and strands of sweat-soaked dark hair stick to his temples. His eyes are closed, but his brow is furrowed in agony, his lips chapped and slightly parted. His chest rises and falls with a violent, irregular rhythm, each breath a struggle, causing his sweat-soaked gray cotton T-shirt to cling to his skin, resulting in short, hoarse gasps. A single bedside lamp provides the sole source of light in the room, its dim yellow light casting deep shadows on his face and making the sweat on his skin gleam with a sickly sheen. The crumpled white sheets and the shadowy outlines of the room in the background intensify the oppressive feeling of the scene. The entire scene is imbued with a suffocating atmosphere of pain and struggle, conveying a sense of extreme physical discomfort and the strain of reaching the breaking point.", + "seed": 29037, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_7/index_2699_seed_29037_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.054542106203734876, + "vlm_logprob": -0.054542106203734876, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.054542106203734876, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015708984807133675 + ], + "opposite_logprob_tokens": [ + -5.390708923339844 + ], + "logprob_reward": -0.015708984807133675, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.015708984807133675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2569180727005005, + 0.22091473639011383, + 0.04692935198545456, + 0.03942404314875603, + 0.15387849509716034, + 0.07278993725776672, + 0.046629272401332855, + 0.044730182737112045, + 0.06430502980947495, + 0.05348091572523117 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.015708984807133675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989672720432281 + ], + "opposite_logprob_tokens": [ + -1.8048967123031616 + ], + "logprob_reward": -0.17989672720432281, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989672720432281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33321958780288696, + 0.05928425490856171, + 0.0439177080988884, + 0.048311952501535416, + 0.06788481026887894, + 0.10348732024431229, + 0.07577384263277054, + 0.05190008506178856, + 0.034068513661623, + 0.1821519285440445 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.17989672720432281 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361288502812386 + ], + "opposite_logprob_tokens": [ + -3.6513612270355225 + ], + "logprob_reward": -0.026361288502812386, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361288502812386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21029753983020782, + 0.17126861214637756, + 0.09485381841659546, + 0.05161643773317337, + 0.2071787267923355, + 0.08644519746303558, + 0.06231190264225006, + 0.03627658635377884, + 0.017581814900040627, + 0.06216931343078613 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.026361288502812386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311375319957733 + ], + "opposite_logprob_tokens": [ + -3.1681137084960938 + ], + "logprob_reward": -0.04311375319957733, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311375319957733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2667735815048218, + 0.14410515129566193, + 0.08823186159133911, + 0.03999203070998192, + 0.1973600685596466, + 0.07658764719963074, + 0.06444389373064041, + 0.027773024514317513, + 0.03612795099616051, + 0.05860477685928345 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.04311375319957733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49690771102905273, + 0.22096410393714905, + 0.03135213255882263, + 0.027188651263713837, + 0.05459653213620186, + 0.035918351262807846, + 0.029549863189458847, + 0.0863371193408966, + 0.005101008340716362, + 0.012084553018212318 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.007629777304828167 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly zooms in on the subject, focusing on a man lying on an unmade bed. His face is sallow and pale, his forehead covered in fine beads of cold sweat, and strands of sweat-soaked dark hair stick to his temples. His eyes are closed, but his brow is furrowed in agony, his lips chapped and slightly parted. His chest rises and falls with a violent, irregular rhythm, each breath a struggle, causing his sweat-soaked gray cotton T-shirt to cling to his skin, resulting in short, hoarse gasps. A single bedside lamp provides the sole source of light in the room, its dim yellow light casting deep shadows on his face and making the sweat on his skin gleam with a sickly sheen. The crumpled white sheets and the shadowy outlines of the room in the background intensify the oppressive feeling of the scene. The entire scene is imbued with a suffocating atmosphere of pain and struggle, conveying a sense of extreme physical discomfort and the strain of reaching the breaking point.", + "seed": 29038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_7/index_2699_seed_29038_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06604427546262741, + "vlm_logprob": -0.06604427546262741, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.06604427546262741, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015165149234235287 + ], + "opposite_logprob_tokens": [ + -4.515165328979492 + ], + "logprob_reward": -0.015165149234235287, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.015165149234235287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08099540323019028, + 0.13387934863567352, + 0.06055449694395065, + 0.08797182142734528, + 0.039742611348629, + 0.036614611744880676, + 0.09847170859575272, + 0.015645839273929596, + 0.07503335922956467, + 0.37109076976776123 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.015165149234235287 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132766485214233 + ], + "opposite_logprob_tokens": [ + -1.406327724456787 + ], + "logprob_reward": -0.28132766485214233, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132766485214233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06957541406154633, + 0.09156273305416107, + 0.053274109959602356, + 0.024359824135899544, + 0.0991559699177742, + 0.05200141668319702, + 0.11769331246614456, + 0.06734264642000198, + 0.38669896125793457, + 0.038335662335157394 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.28132766485214233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543476186692715 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543476186692715, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543476186692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10747358947992325, + 0.28119638562202454, + 0.058240488171577454, + 0.05055537074804306, + 0.06699512898921967, + 0.04470963031053543, + 0.05098946392536163, + 0.030968740582466125, + 0.1299111396074295, + 0.17896005511283875 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.012543476186692715 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864796806126833 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.00864796806126833, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864796806126833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11184420436620712, + 0.10596180707216263, + 0.12561653554439545, + 0.0808977335691452, + 0.06800369173288345, + 0.0364515446126461, + 0.11727693676948547, + 0.055003177374601364, + 0.1452188640832901, + 0.15372544527053833 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.00864796806126833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a man lying on an unmade bed with a sallow, pale face covered in sweat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a sweat-soaked gray cotton T-shirt while breathing with a violent, irregular rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single bedside lamp casting dim yellow light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253711897879839 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.01253711897879839, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253711897879839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15988434851169586, + 0.07647651433944702, + 0.06260217726230621, + 0.039037372916936874, + 0.11309699714183807, + 0.18529921770095825, + 0.13248784840106964, + 0.04166940972208977, + 0.08610174804925919, + 0.1033443734049797 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.01253711897879839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_8/index_tensor([6092, 6092])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_8/index_tensor([6092, 6092])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..39c73ebc7a8c25d1203c083d351983ae34d4c028 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_8/index_tensor([6092, 6092])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful, dynamic overhead shot begins at an extremely low angle, then tilts rapidly upward as the subject hurtles upward, capturing its unparalleled speed and power. The frame centers on the legendary Monkey King, clad in a golden chainmail armor carved with auspicious clouds and auspicious beasts. The armor reflects a dazzling, divine light in the strong sunlight. He wears a phoenix-winged purple-gold crown, two slender pheasant feathers trembling violently in the rapidly rising air. He wears lotus-silk cloud-walking shoes, and in his hand, he clutches the iconic Ruyi Jingu Bang. A pair of fiery eyes on his furry face burn with an unyielding fighting spirit and a proud expression. His bared teeth convey both a silent roar against the heavens and a hint of a defiant smile. He thrust his legs together, launching himself from the top of a swirling, inky cloud. His entire body transformed into a streak of golden lightning that ripped through the sky, hurtling towards the celestial realm above the clouds, dyed golden by the radiant glow of the sunset. Behind him, his scarlet cape unfurled wildly in the air like a flaming banner. The entire scene, illuminated by the intense golden backlight, silhouetted the hero, imbued with a mythical, epic sense of power and a free will that shattered all restraints.", + "seed": 15099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_8/index_6092_seed_15099_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02895410396158695, + "vlm_logprob": -0.02895410396158695, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.02895410396158695, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017439475283026695 + ], + "opposite_logprob_tokens": [ + -4.142439365386963 + ], + "logprob_reward": -0.017439475283026695, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017439475283026695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18269020318984985, + 0.029897339642047882, + 0.08560165762901306, + 0.03503360226750374, + 0.043218690901994705, + 0.06639664620161057, + 0.03127449005842209, + 0.14436045289039612, + 0.06975551694631577, + 0.3117714822292328 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.017439475283026695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813643008470535 + ], + "opposite_logprob_tokens": [ + -3.2881364822387695 + ], + "logprob_reward": -0.03813643008470535, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813643008470535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09283393621444702, + 0.026963794603943825, + 0.03847791254520416, + 0.05695610120892525, + 0.04574160650372505, + 0.04771135002374649, + 0.05049470439553261, + 0.2591004967689514, + 0.055144648998975754, + 0.32657548785209656 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.03813643008470535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608150638639927 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.01608150638639927, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608150638639927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08408065140247345, + 0.02436571754515171, + 0.022413410246372223, + 0.04640708491206169, + 0.04291306808590889, + 0.04799966514110565, + 0.0687878280878067, + 0.17780333757400513, + 0.176784485578537, + 0.30844470858573914 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.01608150638639927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203506514430046 + ], + "opposite_logprob_tokens": [ + -2.812035083770752 + ], + "logprob_reward": -0.06203506514430046, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203506514430046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2165636420249939, + 0.039371784776449203, + 0.12494181841611862, + 0.13193519413471222, + 0.0523730143904686, + 0.08851758390665054, + 0.035104092210531235, + 0.09225721657276154, + 0.042992003262043, + 0.17594364285469055 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.06203506514430046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078042909502983 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.011078042909502983, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078042909502983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19349908828735352, + 0.07513152807950974, + 0.06541749089956284, + 0.09955181926488876, + 0.09711218625307083, + 0.15254709124565125, + 0.030084503814578056, + 0.07469387352466583, + 0.02927669696509838, + 0.1826857030391693 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.011078042909502983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, dynamic overhead shot begins at an extremely low angle, then tilts rapidly upward as the subject hurtles upward, capturing its unparalleled speed and power. The frame centers on the legendary Monkey King, clad in a golden chainmail armor carved with auspicious clouds and auspicious beasts. The armor reflects a dazzling, divine light in the strong sunlight. He wears a phoenix-winged purple-gold crown, two slender pheasant feathers trembling violently in the rapidly rising air. He wears lotus-silk cloud-walking shoes, and in his hand, he clutches the iconic Ruyi Jingu Bang. A pair of fiery eyes on his furry face burn with an unyielding fighting spirit and a proud expression. His bared teeth convey both a silent roar against the heavens and a hint of a defiant smile. He thrust his legs together, launching himself from the top of a swirling, inky cloud. His entire body transformed into a streak of golden lightning that ripped through the sky, hurtling towards the celestial realm above the clouds, dyed golden by the radiant glow of the sunset. Behind him, his scarlet cape unfurled wildly in the air like a flaming banner. The entire scene, illuminated by the intense golden backlight, silhouetted the hero, imbued with a mythical, epic sense of power and a free will that shattered all restraints.", + "seed": 15100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_8/index_6092_seed_15100_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0322966568171978, + "vlm_logprob": -0.0322966568171978, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.0322966568171978, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05951213091611862 + ], + "opposite_logprob_tokens": [ + -2.934512138366699 + ], + "logprob_reward": -0.05951213091611862, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05951213091611862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22027745842933655, + 0.044009823352098465, + 0.02469678223133087, + 0.031313952058553696, + 0.0719960629940033, + 0.08965805172920227, + 0.10465013235807419, + 0.10558529198169708, + 0.18404297530651093, + 0.12376949191093445 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.05951213091611862 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813884034752846 + ], + "opposite_logprob_tokens": [ + -3.2881388664245605 + ], + "logprob_reward": -0.03813884034752846, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813884034752846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14205174148082733, + 0.08223046362400055, + 0.06239866465330124, + 0.048552416265010834, + 0.08963039517402649, + 0.08647120743989944, + 0.0668080747127533, + 0.05643598735332489, + 0.26772981882095337, + 0.09769121557474136 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03813884034752846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11557203531265259, + 0.09907402843236923, + 0.04494321718811989, + 0.0871899351477623, + 0.17215551435947418, + 0.11646954715251923, + 0.15650585293769836, + 0.08543841540813446, + 0.07751219719648361, + 0.04513925313949585 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646602779626846 + ], + "opposite_logprob_tokens": [ + -3.0486466884613037 + ], + "logprob_reward": -0.048646602779626846, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646602779626846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2528994381427765, + 0.11415670812129974, + 0.06274398416280746, + 0.11117435246706009, + 0.07626998424530029, + 0.08450283110141754, + 0.19075539708137512, + 0.01637984812259674, + 0.04573186859488487, + 0.04538561776280403 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.048646602779626846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35224971175193787, + 0.208214670419693, + 0.049083225429058075, + 0.05527285486459732, + 0.04597168415784836, + 0.06518200039863586, + 0.0696210265159607, + 0.04242505878210068, + 0.024669254198670387, + 0.08731044083833694 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.00409882515668869 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, dynamic overhead shot begins at an extremely low angle, then tilts rapidly upward as the subject hurtles upward, capturing its unparalleled speed and power. The frame centers on the legendary Monkey King, clad in a golden chainmail armor carved with auspicious clouds and auspicious beasts. The armor reflects a dazzling, divine light in the strong sunlight. He wears a phoenix-winged purple-gold crown, two slender pheasant feathers trembling violently in the rapidly rising air. He wears lotus-silk cloud-walking shoes, and in his hand, he clutches the iconic Ruyi Jingu Bang. A pair of fiery eyes on his furry face burn with an unyielding fighting spirit and a proud expression. His bared teeth convey both a silent roar against the heavens and a hint of a defiant smile. He thrust his legs together, launching himself from the top of a swirling, inky cloud. His entire body transformed into a streak of golden lightning that ripped through the sky, hurtling towards the celestial realm above the clouds, dyed golden by the radiant glow of the sunset. Behind him, his scarlet cape unfurled wildly in the air like a flaming banner. The entire scene, illuminated by the intense golden backlight, silhouetted the hero, imbued with a mythical, epic sense of power and a free will that shattered all restraints.", + "seed": 15101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_8/index_6092_seed_15101_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027615541499108075, + "vlm_logprob": -0.027615541499108075, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.027615541499108075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.051819346845149994 + ], + "opposite_logprob_tokens": [ + -3.051819324493408 + ], + "logprob_reward": -0.051819346845149994, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.051819346845149994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15648028254508972, + 0.06651616841554642, + 0.12755011022090912, + 0.0989726185798645, + 0.0960446372628212, + 0.0705937072634697, + 0.09551338851451874, + 0.046878881752491, + 0.16900095343589783, + 0.07244927436113358 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.051819346845149994 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815513476729393 + ], + "opposite_logprob_tokens": [ + -3.2881550788879395 + ], + "logprob_reward": -0.03815513476729393, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815513476729393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10873343795537949, + 0.11146194487810135, + 0.08918054401874542, + 0.08293155580759048, + 0.09252134710550308, + 0.09322071820497513, + 0.11464400589466095, + 0.04505232349038124, + 0.19103924930095673, + 0.07121486961841583 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.03815513476729393 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206700026988983 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206700026988983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206700026988983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07841514050960541, + 0.08069012314081192, + 0.105982206761837, + 0.1541101634502411, + 0.09418242424726486, + 0.06414306908845901, + 0.15286587178707123, + 0.14383865892887115, + 0.10006409883499146, + 0.025708219036459923 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.014206700026988983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799362644553185 + ], + "opposite_logprob_tokens": [ + -3.529799461364746 + ], + "logprob_reward": -0.029799362644553185, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799362644553185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17337000370025635, + 0.07318149507045746, + 0.0732855275273323, + 0.09679403901100159, + 0.14201749861240387, + 0.16750800609588623, + 0.08235438913106918, + 0.0823705792427063, + 0.09286759793758392, + 0.016250818967819214 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.029799362644553185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097163211554289 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004097163211554289, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097163211554289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24476730823516846, + 0.11608978360891342, + 0.13689978420734406, + 0.11046633869409561, + 0.08114667981863022, + 0.05343395471572876, + 0.11360946297645569, + 0.08096101135015488, + 0.031353216618299484, + 0.031272415071725845 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004097163211554289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, dynamic overhead shot begins at an extremely low angle, then tilts rapidly upward as the subject hurtles upward, capturing its unparalleled speed and power. The frame centers on the legendary Monkey King, clad in a golden chainmail armor carved with auspicious clouds and auspicious beasts. The armor reflects a dazzling, divine light in the strong sunlight. He wears a phoenix-winged purple-gold crown, two slender pheasant feathers trembling violently in the rapidly rising air. He wears lotus-silk cloud-walking shoes, and in his hand, he clutches the iconic Ruyi Jingu Bang. A pair of fiery eyes on his furry face burn with an unyielding fighting spirit and a proud expression. His bared teeth convey both a silent roar against the heavens and a hint of a defiant smile. He thrust his legs together, launching himself from the top of a swirling, inky cloud. His entire body transformed into a streak of golden lightning that ripped through the sky, hurtling towards the celestial realm above the clouds, dyed golden by the radiant glow of the sunset. Behind him, his scarlet cape unfurled wildly in the air like a flaming banner. The entire scene, illuminated by the intense golden backlight, silhouetted the hero, imbued with a mythical, epic sense of power and a free will that shattered all restraints.", + "seed": 15102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_8/index_6092_seed_15102_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029309865087270737, + "vlm_logprob": -0.029309865087270737, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.029309865087270737, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.065200075507164 + ], + "opposite_logprob_tokens": [ + -2.815200090408325 + ], + "logprob_reward": -0.065200075507164, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.065200075507164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12783533334732056, + 0.1112896278500557, + 0.06823506951332092, + 0.1278218924999237, + 0.03968252241611481, + 0.2265705168247223, + 0.14710843563079834, + 0.0338137187063694, + 0.057711161673069, + 0.059931762516498566 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.065200075507164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029841480776667595 + ], + "opposite_logprob_tokens": [ + -3.529841423034668 + ], + "logprob_reward": -0.029841480776667595, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029841480776667595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13928472995758057, + 0.10009319335222244, + 0.23695111274719238, + 0.15098361670970917, + 0.038052380084991455, + 0.07065773755311966, + 0.07761577516794205, + 0.069937564432621, + 0.06226439028978348, + 0.05415942519903183 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.029841480776667595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958057940006256 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958057940006256, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958057940006256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15321534872055054, + 0.08504047989845276, + 0.1242218017578125, + 0.14918148517608643, + 0.04844403266906738, + 0.2115194946527481, + 0.09944026917219162, + 0.030586002394557, + 0.0487399697303772, + 0.049611035734415054 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.005958057940006256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043058719485998154 + ], + "opposite_logprob_tokens": [ + -3.1680586338043213 + ], + "logprob_reward": -0.043058719485998154, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043058719485998154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06713240593671799, + 0.03411511331796646, + 0.3345324397087097, + 0.051342178136110306, + 0.028220420703291893, + 0.074439138174057, + 0.20966827869415283, + 0.056197065860033035, + 0.08047210425138474, + 0.06388086825609207 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.043058719485998154 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject the legendary Monkey King wearing golden chainmail armor with auspicious clouds and beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King wearing a phoenix-winged purple-gold crown with two trembling pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Monkey King clutching the iconic Ruyi Jingu Bang in his hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at an extremely low angle and tilt rapidly upward as the subject rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by intense golden backlight from a sunset, silhouetting the hero?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024909917265176773 + ], + "opposite_logprob_tokens": [ + -6.002490997314453 + ], + "logprob_reward": -0.0024909917265176773, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024909917265176773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.187260702252388, + 0.10599399358034134, + 0.13010141253471375, + 0.06295541673898697, + 0.03161289170384407, + 0.23652036488056183, + 0.05890095233917236, + 0.034838587045669556, + 0.07276096194982529, + 0.07905463874340057 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0024909917265176773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_9/index_tensor([540, 540])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_9/index_tensor([540, 540])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e983bd92d8b373b135e7584ee93ebd73a2e4d72b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_9/index_tensor([540, 540])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic tracking shot, shot from a low angle and panning rapidly to the right, closely follows a sleek, delta-winged supersonic fighter as it roars past the left side of the frame at breakneck speed. The fighter's fuselage, constructed of matte gray metal, reflects a cold luster in the harsh sunlight, and its wings are studded with sharply defined missiles. It skims at an extremely low altitude over a vast, cracked desert landscape, with a distant horizon and a cloudless, azure sky as its backdrop. Its two afterburners at the tail are blasting out a dazzling, electric-blue flame, its core a searing white. The immense thrust distorts the air behind it, creating a visible, transparent shockwave and heat wave that ripples like water, blurring and distorting the desert and sky in the background. The entire frame is filled with high-contrast light and shadow effects, conveying a heart-pounding tension of extreme speed and overwhelming power.", + "seed": 18534, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_9/index_540_seed_18534_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14809828735888003, + "vlm_logprob": -0.14809828735888003, + "vlm_yes_no_margin": 2.2499999523162844, + "vlm_token_credit": -0.14809828735888003, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08961041271686554 + ], + "opposite_logprob_tokens": [ + -2.4646103382110596 + ], + "logprob_reward": -0.08961041271686554, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08961041271686554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37523531913757324, + 0.05182007700204849, + 0.15127712488174438, + 0.06285174190998077, + 0.03351551294326782, + 0.13367290794849396, + 0.029677750542759895, + 0.10121556371450424, + 0.02026098594069481, + 0.040473081171512604 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.08961041271686554 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131794929504395 + ], + "opposite_logprob_tokens": [ + -1.406317949295044 + ], + "logprob_reward": -0.28131794929504395, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131794929504395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12301010638475418, + 0.0521998405456543, + 0.08190727978944778, + 0.264398992061615, + 0.030526166781783104, + 0.16420963406562805, + 0.08893643319606781, + 0.0960840955376625, + 0.0486566536128521, + 0.05007077008485794 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.28131794929504395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134816884994507 + ], + "opposite_logprob_tokens": [ + -1.4063482284545898 + ], + "logprob_reward": -0.28134816884994507, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134816884994507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19982358813285828, + 0.046197857707738876, + 0.08909054845571518, + 0.09445760399103165, + 0.02958650328218937, + 0.1508716344833374, + 0.044276077300310135, + 0.07847250998020172, + 0.1460239291191101, + 0.12119976431131363 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.28134816884994507 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003193348646164 + ], + "opposite_logprob_tokens": [ + -2.6950318813323975 + ], + "logprob_reward": -0.07003193348646164, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003193348646164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10902421921491623, + 0.07650919258594513, + 0.041348546743392944, + 0.15463702380657196, + 0.04692038893699646, + 0.41916966438293457, + 0.04418647661805153, + 0.03524256870150566, + 0.014957308769226074, + 0.05800464749336243 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.07003193348646164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182972446084023 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.018182972446084023, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018182972446084023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4233901798725128, + 0.022739730775356293, + 0.017774781212210655, + 0.0492507740855217, + 0.10060285031795502, + 0.05558545142412186, + 0.06046999990940094, + 0.13053184747695923, + 0.044347070157527924, + 0.09530732780694962 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.018182972446084023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle and panning rapidly to the right, closely follows a sleek, delta-winged supersonic fighter as it roars past the left side of the frame at breakneck speed. The fighter's fuselage, constructed of matte gray metal, reflects a cold luster in the harsh sunlight, and its wings are studded with sharply defined missiles. It skims at an extremely low altitude over a vast, cracked desert landscape, with a distant horizon and a cloudless, azure sky as its backdrop. Its two afterburners at the tail are blasting out a dazzling, electric-blue flame, its core a searing white. The immense thrust distorts the air behind it, creating a visible, transparent shockwave and heat wave that ripples like water, blurring and distorting the desert and sky in the background. The entire frame is filled with high-contrast light and shadow effects, conveying a heart-pounding tension of extreme speed and overwhelming power.", + "seed": 18535, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_9/index_540_seed_18535_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22110647819936274, + "vlm_logprob": -0.22110647819936274, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.22110647819936274, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04452834278345108 + ], + "opposite_logprob_tokens": [ + -3.1695282459259033 + ], + "logprob_reward": -0.04452834278345108, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04452834278345108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0721772164106369, + 0.09947214275598526, + 0.07423438131809235, + 0.07368215173482895, + 0.0687762126326561, + 0.1716572344303131, + 0.3246997892856598, + 0.029287515208125114, + 0.05201306566596031, + 0.034000225365161896 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.04452834278345108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933443546295166 + ], + "opposite_logprob_tokens": [ + -0.6933443546295166 + ], + "logprob_reward": -0.6933443546295166, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933443546295166, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06298432499170303, + 0.19194431602954865, + 0.1003718450665474, + 0.04685266688466072, + 0.16021078824996948, + 0.05178288742899895, + 0.25491663813591003, + 0.049907177686691284, + 0.048080962151288986, + 0.03294840082526207 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.6933443546295166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31351086497306824 + ], + "opposite_logprob_tokens": [ + -1.3135108947753906 + ], + "logprob_reward": -0.31351086497306824, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31351086497306824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0422491729259491, + 0.1246810108423233, + 0.04515385255217552, + 0.036436986178159714, + 0.07289814949035645, + 0.12313944101333618, + 0.45560649037361145, + 0.03291353955864906, + 0.0329865925014019, + 0.033934786915779114 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.31351086497306824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075501918792725 + ], + "opposite_logprob_tokens": [ + -3.1680755615234375 + ], + "logprob_reward": -0.043075501918792725, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075501918792725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053632065653800964, + 0.11878050863742828, + 0.0716678649187088, + 0.07677388191223145, + 0.2102060467004776, + 0.05563446879386902, + 0.1599252074956894, + 0.09871925413608551, + 0.08470176160335541, + 0.0699588805437088 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.043075501918792725 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107332669198513 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.01107332669198513, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107332669198513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10379036515951157, + 0.06438282132148743, + 0.040431004017591476, + 0.04285609349608421, + 0.07767719030380249, + 0.16075126826763153, + 0.17589299380779266, + 0.08951108902692795, + 0.1892981380224228, + 0.05540907755494118 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.01107332669198513 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle and panning rapidly to the right, closely follows a sleek, delta-winged supersonic fighter as it roars past the left side of the frame at breakneck speed. The fighter's fuselage, constructed of matte gray metal, reflects a cold luster in the harsh sunlight, and its wings are studded with sharply defined missiles. It skims at an extremely low altitude over a vast, cracked desert landscape, with a distant horizon and a cloudless, azure sky as its backdrop. Its two afterburners at the tail are blasting out a dazzling, electric-blue flame, its core a searing white. The immense thrust distorts the air behind it, creating a visible, transparent shockwave and heat wave that ripples like water, blurring and distorting the desert and sky in the background. The entire frame is filled with high-contrast light and shadow effects, conveying a heart-pounding tension of extreme speed and overwhelming power.", + "seed": 18536, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_9/index_540_seed_18536_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14324616976082324, + "vlm_logprob": -0.14324616976082324, + "vlm_yes_no_margin": 2.700000011920929, + "vlm_token_credit": -0.14324616976082324, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08059059083461761 + ], + "opposite_logprob_tokens": [ + -2.5805904865264893 + ], + "logprob_reward": -0.08059059083461761, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08059059083461761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11968837678432465, + 0.13295499980449677, + 0.1429564356803894, + 0.15962910652160645, + 0.07451717555522919, + 0.03769771382212639, + 0.06371257454156876, + 0.1512739211320877, + 0.08038144558668137, + 0.03718830645084381 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.08059059083461761 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288906455039978 + ], + "opposite_logprob_tokens": [ + -1.0538907051086426 + ], + "logprob_reward": -0.4288906455039978, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4288906455039978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19558671116828918, + 0.11708115041255951, + 0.26079919934272766, + 0.0599939301609993, + 0.0691976323723793, + 0.11964689940214157, + 0.03307270258665085, + 0.047005388885736465, + 0.04226522147655487, + 0.05535120517015457 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.4288906455039978 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992928624153137 + ], + "opposite_logprob_tokens": [ + -1.804929256439209 + ], + "logprob_reward": -0.17992928624153137, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992928624153137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12291614711284637, + 0.13605841994285583, + 0.17602215707302094, + 0.07973451167345047, + 0.08196068555116653, + 0.12004149705171585, + 0.061556365340948105, + 0.06093427538871765, + 0.08265937119722366, + 0.0781165063381195 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.17992928624153137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863969512283802 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.00863969512283802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863969512283802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061351124197244644, + 0.03436998650431633, + 0.09613299369812012, + 0.026108549907803535, + 0.08097109198570251, + 0.03385724499821663, + 0.03472313657402992, + 0.057913269847631454, + 0.027305323630571365, + 0.5472672581672668 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.00863969512283802 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818063110113144 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.01818063110113144, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818063110113144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1732577383518219, + 0.025791510939598083, + 0.04977152496576309, + 0.05274162441492081, + 0.3325772285461426, + 0.04417862370610237, + 0.054145485162734985, + 0.07603906095027924, + 0.14492759108543396, + 0.04656955599784851 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.01818063110113144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic tracking shot, shot from a low angle and panning rapidly to the right, closely follows a sleek, delta-winged supersonic fighter as it roars past the left side of the frame at breakneck speed. The fighter's fuselage, constructed of matte gray metal, reflects a cold luster in the harsh sunlight, and its wings are studded with sharply defined missiles. It skims at an extremely low altitude over a vast, cracked desert landscape, with a distant horizon and a cloudless, azure sky as its backdrop. Its two afterburners at the tail are blasting out a dazzling, electric-blue flame, its core a searing white. The immense thrust distorts the air behind it, creating a visible, transparent shockwave and heat wave that ripples like water, blurring and distorting the desert and sky in the background. The entire frame is filled with high-contrast light and shadow effects, conveying a heart-pounding tension of extreme speed and overwhelming power.", + "seed": 18537, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000247/group_9/index_540_seed_18537_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07966301264241338, + "vlm_logprob": -0.07966301264241338, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07966301264241338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026823755353689194 + ], + "opposite_logprob_tokens": [ + -3.6518237590789795 + ], + "logprob_reward": -0.026823755353689194, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026823755353689194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1433650255203247, + 0.11027219146490097, + 0.05563521385192871, + 0.04616080969572067, + 0.032875534147024155, + 0.24378396570682526, + 0.04124278947710991, + 0.15577855706214905, + 0.14171892404556274, + 0.02916695363819599 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.026823755353689194 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987003922462463 + ], + "opposite_logprob_tokens": [ + -1.8048700094223022 + ], + "logprob_reward": -0.17987003922462463, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987003922462463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09013845026493073, + 0.13572587072849274, + 0.06000524014234543, + 0.058293141424655914, + 0.08715269714593887, + 0.23195651173591614, + 0.07251210510730743, + 0.1265491545200348, + 0.11244736611843109, + 0.025219528004527092 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.17987003922462463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990121245384216 + ], + "opposite_logprob_tokens": [ + -1.8049012422561646 + ], + "logprob_reward": -0.17990121245384216, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990121245384216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19619864225387573, + 0.08904459327459335, + 0.07899238169193268, + 0.14246493577957153, + 0.16246522963047028, + 0.13941900432109833, + 0.05174868181347847, + 0.03786209598183632, + 0.052406344562768936, + 0.04939810559153557 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.17990121245384216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629304192960262 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629304192960262, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629304192960262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10854236036539078, + 0.03408566862344742, + 0.044203225523233414, + 0.03446260094642639, + 0.10551440715789795, + 0.5330582857131958, + 0.03112657554447651, + 0.0495588444173336, + 0.035452958196401596, + 0.023995015770196915 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.007629304192960262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, delta-winged supersonic fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage made of matte gray metal reflecting a cold luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the fighter's wings studded with sharply defined missiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fighter skim at an extremely low altitude over a vast, cracked desert landscape with a cloudless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a low angle and panning rapidly to the right while following the fighter?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090751986950636 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090751986950636, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090751986950636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0635574609041214, + 0.06435813754796982, + 0.03082362376153469, + 0.03868420422077179, + 0.07906796783208847, + 0.5321075916290283, + 0.1025703102350235, + 0.037210822105407715, + 0.028878096491098404, + 0.02274179458618164 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.004090751986950636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_1/index_tensor([3730, 3730])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_1/index_tensor([3730, 3730])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1c1b50a44d07a1e77ebece4f7edbd08184430f41 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_1/index_tensor([3730, 3730])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a static medium close-up shot that adheres closely to the cinematographic style of Eugene Smith, the entire image is rendered in stark, high-contrast black and white, its blacks as deep as ink and its whites as sharp and piercing. A strong, hard, spotlight-like light slants in from the side of the frame, sculpting the image of a nobleman with a face as pale as marble. The extremely shallow depth of field completely isolates him from the completely blurred Gothic study behind him; only the out-of-focus outlines of towering bookshelves and pointed arched windows can be vaguely discerned in the background. The nobleman's deep-set eyes are filled with melancholy, a gaze mingled with suppressed pain and deep longing. A few tangled strands of dark curls plaster his slightly damp forehead. He wears a high-collared white silk shirt, the first button nervously undone, and a dark velvet waistcoat over it. In a clumsy display of affection, he leans forward slightly, his posture stiff and uncertain, while tentatively extending his right hand. The light captures this hand with pinpoint accuracy, highlighting the taut veins in the skin and the whitening of his knuckles due to tension. His slightly trembling fingertips betray the inner turmoil he is trying so hard to suppress. This moment, frozen in time, elevates a clumsy confession into a still drama of pure and painful emotion, filled with heartbreaking vulnerability and suppressed passion.", + "seed": 6485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_1/index_3730_seed_6485_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029053957015275956, + "vlm_logprob": -0.029053957015275956, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.029053957015275956, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0678853914141655 + ], + "opposite_logprob_tokens": [ + -2.817885398864746 + ], + "logprob_reward": -0.0678853914141655, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0678853914141655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17376361787319183, + 0.20838689804077148, + 0.11107714474201202, + 0.10365153104066849, + 0.0571112297475338, + 0.09349323809146881, + 0.04555603861808777, + 0.11187935620546341, + 0.0638633593916893, + 0.03121764026582241 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0678853914141655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009818002581596375 + ], + "opposite_logprob_tokens": [ + -4.634818077087402 + ], + "logprob_reward": -0.009818002581596375, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009818002581596375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10851293802261353, + 0.10097682476043701, + 0.15081357955932617, + 0.1327539086341858, + 0.036468807607889175, + 0.07425326108932495, + 0.02469654381275177, + 0.0883866548538208, + 0.1851605921983719, + 0.09797690808773041 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.009818002581596375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059783972799778 + ], + "opposite_logprob_tokens": [ + -3.8955979347229004 + ], + "logprob_reward": -0.02059783972799778, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059783972799778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16232165694236755, + 0.08728143572807312, + 0.1068616509437561, + 0.18771864473819733, + 0.05502627044916153, + 0.07320573925971985, + 0.04290587082505226, + 0.049756601452827454, + 0.1693979799747467, + 0.0655241310596466 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.02059783972799778 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367560029029846 + ], + "opposite_logprob_tokens": [ + -3.651367664337158 + ], + "logprob_reward": -0.026367560029029846, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367560029029846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17563453316688538, + 0.1711927056312561, + 0.1472988724708557, + 0.2509237229824066, + 0.09363597631454468, + 0.034338511526584625, + 0.02184722013771534, + 0.020885594189167023, + 0.06452426314353943, + 0.01971859112381935 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.026367560029029846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060099132359028 + ], + "opposite_logprob_tokens": [ + -3.8956010341644287 + ], + "logprob_reward": -0.02060099132359028, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060099132359028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1529296487569809, + 0.18331657350063324, + 0.0469733364880085, + 0.07716455310583115, + 0.04971279203891754, + 0.0706801488995552, + 0.036413438618183136, + 0.08190461993217468, + 0.25154539942741394, + 0.04935941472649574 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.02060099132359028 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static medium close-up shot that adheres closely to the cinematographic style of Eugene Smith, the entire image is rendered in stark, high-contrast black and white, its blacks as deep as ink and its whites as sharp and piercing. A strong, hard, spotlight-like light slants in from the side of the frame, sculpting the image of a nobleman with a face as pale as marble. The extremely shallow depth of field completely isolates him from the completely blurred Gothic study behind him; only the out-of-focus outlines of towering bookshelves and pointed arched windows can be vaguely discerned in the background. The nobleman's deep-set eyes are filled with melancholy, a gaze mingled with suppressed pain and deep longing. A few tangled strands of dark curls plaster his slightly damp forehead. He wears a high-collared white silk shirt, the first button nervously undone, and a dark velvet waistcoat over it. In a clumsy display of affection, he leans forward slightly, his posture stiff and uncertain, while tentatively extending his right hand. The light captures this hand with pinpoint accuracy, highlighting the taut veins in the skin and the whitening of his knuckles due to tension. His slightly trembling fingertips betray the inner turmoil he is trying so hard to suppress. This moment, frozen in time, elevates a clumsy confession into a still drama of pure and painful emotion, filled with heartbreaking vulnerability and suppressed passion.", + "seed": 6486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_1/index_3730_seed_6486_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019848002307116985, + "vlm_logprob": -0.019848002307116985, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.019848002307116985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03389390558004379 + ], + "opposite_logprob_tokens": [ + -3.5338938236236572 + ], + "logprob_reward": -0.03389390558004379, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03389390558004379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3374314308166504, + 0.09434204548597336, + 0.20344208180904388, + 0.0688302218914032, + 0.04295187443494797, + 0.03194865211844444, + 0.028916029259562492, + 0.03185774013400078, + 0.11250420659780502, + 0.04777571186423302 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.03389390558004379 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012583854608237743 + ], + "opposite_logprob_tokens": [ + -4.3875837326049805 + ], + "logprob_reward": -0.012583854608237743, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012583854608237743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23925155401229858, + 0.06336566805839539, + 0.15037067234516144, + 0.12425405532121658, + 0.022614851593971252, + 0.03446517512202263, + 0.056652676314115524, + 0.0908166915178299, + 0.18721558153629303, + 0.030993012711405754 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.012583854608237743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599940791726112 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.020599940791726112, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599940791726112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2584173381328583, + 0.13853536546230316, + 0.23122644424438477, + 0.08006849139928818, + 0.036985162645578384, + 0.031171968206763268, + 0.03609606623649597, + 0.06106787174940109, + 0.056457679718732834, + 0.06997358798980713 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.020599940791726112 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160839706659317 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.0160839706659317, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160839706659317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22784437239170074, + 0.22446255385875702, + 0.056994128972291946, + 0.10569006204605103, + 0.07598812133073807, + 0.06432482600212097, + 0.03587339445948601, + 0.15404042601585388, + 0.03547758236527443, + 0.01930456981062889 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0160839706659317 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078339889645576 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078339889645576, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078339889645576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23038256168365479, + 0.13020539283752441, + 0.11656326800584793, + 0.07600691169500351, + 0.0688878744840622, + 0.046703141182661057, + 0.0765669047832489, + 0.04039496183395386, + 0.1363648772239685, + 0.07792404294013977 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.016078339889645576 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static medium close-up shot that adheres closely to the cinematographic style of Eugene Smith, the entire image is rendered in stark, high-contrast black and white, its blacks as deep as ink and its whites as sharp and piercing. A strong, hard, spotlight-like light slants in from the side of the frame, sculpting the image of a nobleman with a face as pale as marble. The extremely shallow depth of field completely isolates him from the completely blurred Gothic study behind him; only the out-of-focus outlines of towering bookshelves and pointed arched windows can be vaguely discerned in the background. The nobleman's deep-set eyes are filled with melancholy, a gaze mingled with suppressed pain and deep longing. A few tangled strands of dark curls plaster his slightly damp forehead. He wears a high-collared white silk shirt, the first button nervously undone, and a dark velvet waistcoat over it. In a clumsy display of affection, he leans forward slightly, his posture stiff and uncertain, while tentatively extending his right hand. The light captures this hand with pinpoint accuracy, highlighting the taut veins in the skin and the whitening of his knuckles due to tension. His slightly trembling fingertips betray the inner turmoil he is trying so hard to suppress. This moment, frozen in time, elevates a clumsy confession into a still drama of pure and painful emotion, filled with heartbreaking vulnerability and suppressed passion.", + "seed": 6487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_1/index_3730_seed_6487_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01648008534684777, + "vlm_logprob": -0.01648008534684777, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.01648008534684777, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02917155809700489 + ], + "opposite_logprob_tokens": [ + -3.6541714668273926 + ], + "logprob_reward": -0.02917155809700489, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02917155809700489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1896420270204544, + 0.08036239445209503, + 0.17591576278209686, + 0.05328816920518875, + 0.051038917154073715, + 0.07622163742780685, + 0.14684534072875977, + 0.07874969393014908, + 0.054354432970285416, + 0.0935816690325737 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.02917155809700489 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016103794798254967 + ], + "opposite_logprob_tokens": [ + -4.141103744506836 + ], + "logprob_reward": -0.016103794798254967, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016103794798254967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08029535412788391, + 0.15520592033863068, + 0.07703348994255066, + 0.02958568185567856, + 0.0458090715110302, + 0.086513951420784, + 0.454712450504303, + 0.029978835955262184, + 0.011495188809931278, + 0.02937009185552597 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.016103794798254967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745780352503061 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006745780352503061, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745780352503061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15582509338855743, + 0.0616435632109642, + 0.048215389251708984, + 0.05710214003920555, + 0.1369987577199936, + 0.1350611001253128, + 0.2862420976161957, + 0.06808791309595108, + 0.016231920570135117, + 0.03459203988313675 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.006745780352503061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785657748579979 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785657748579979, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785657748579979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1292339563369751, + 0.04830347001552582, + 0.4199198782444, + 0.04703819006681442, + 0.09948371350765228, + 0.0716855525970459, + 0.09650024771690369, + 0.026157252490520477, + 0.01972811482846737, + 0.04194965958595276 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.009785657748579979 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593635737895966 + ], + "opposite_logprob_tokens": [ + -3.8955936431884766 + ], + "logprob_reward": -0.020593635737895966, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593635737895966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2958001494407654, + 0.069745272397995, + 0.07177745550870895, + 0.04382813721895218, + 0.06535068899393082, + 0.12973640859127045, + 0.09146124869585037, + 0.07203703373670578, + 0.0420742966234684, + 0.11818933486938477 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.020593635737895966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static medium close-up shot that adheres closely to the cinematographic style of Eugene Smith, the entire image is rendered in stark, high-contrast black and white, its blacks as deep as ink and its whites as sharp and piercing. A strong, hard, spotlight-like light slants in from the side of the frame, sculpting the image of a nobleman with a face as pale as marble. The extremely shallow depth of field completely isolates him from the completely blurred Gothic study behind him; only the out-of-focus outlines of towering bookshelves and pointed arched windows can be vaguely discerned in the background. The nobleman's deep-set eyes are filled with melancholy, a gaze mingled with suppressed pain and deep longing. A few tangled strands of dark curls plaster his slightly damp forehead. He wears a high-collared white silk shirt, the first button nervously undone, and a dark velvet waistcoat over it. In a clumsy display of affection, he leans forward slightly, his posture stiff and uncertain, while tentatively extending his right hand. The light captures this hand with pinpoint accuracy, highlighting the taut veins in the skin and the whitening of his knuckles due to tension. His slightly trembling fingertips betray the inner turmoil he is trying so hard to suppress. This moment, frozen in time, elevates a clumsy confession into a still drama of pure and painful emotion, filled with heartbreaking vulnerability and suppressed passion.", + "seed": 6488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_1/index_3730_seed_6488_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.046868628077209, + "vlm_logprob": -0.046868628077209, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.046868628077209, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02920629270374775 + ], + "opposite_logprob_tokens": [ + -3.9042062759399414 + ], + "logprob_reward": -0.02920629270374775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02920629270374775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030516942963004112, + 0.028442706912755966, + 0.6721108555793762, + 0.15334418416023254, + 0.020609091967344284, + 0.019989652559161186, + 0.01039482094347477, + 0.012295152060687542, + 0.028639312833547592, + 0.023657266050577164 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02920629270374775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042892634868622 + ], + "opposite_logprob_tokens": [ + -1.9104288816452026 + ], + "logprob_reward": -0.16042892634868622, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042892634868622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055584684014320374, + 0.17477327585220337, + 0.6040656566619873, + 0.04197130724787712, + 0.016735754907131195, + 0.018979724496603012, + 0.03459879010915756, + 0.011165674775838852, + 0.015854572877287865, + 0.026270532980561256 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.16042892634868622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083266586065292 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.016083266586065292, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083266586065292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03285495564341545, + 0.08041080087423325, + 0.7423534989356995, + 0.029916852712631226, + 0.028883308172225952, + 0.02169801853597164, + 0.03729415684938431, + 0.006616019178181887, + 0.011463339440524578, + 0.008509074337780476 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.016083266586065292 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550304643809795 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550304643809795, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550304643809795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01928376778960228, + 0.05023551732301712, + 0.8057264685630798, + 0.03936460614204407, + 0.05402849614620209, + 0.006955938879400492, + 0.006034280639141798, + 0.005189193412661552, + 0.004982477053999901, + 0.008199254982173443 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.012550304643809795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a nobleman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the image rendered in stark black and white with deep blacks and sharp whites?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a strong hard spotlight slanting from the side, illuminating a pale face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a completely blurred Gothic study with out-of-focus bookshelves and arched windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the nobleman wearing a high-collared white silk shirt with the first button undone and a dark velvet waistcoat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074350103735924 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.016074350103735924, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074350103735924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19332106411457062, + 0.02136065438389778, + 0.6284194588661194, + 0.05405755341053009, + 0.037028584629297256, + 0.0170441847294569, + 0.016395069658756256, + 0.009359757415950298, + 0.010254845954477787, + 0.012758786790072918 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.016074350103735924 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_10/index_tensor([2583, 2583])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_10/index_tensor([2583, 2583])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f7fe2aaf1a399c133b66441f88682888752aa1cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_10/index_tensor([2583, 2583])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide, low-angle shot, panning slowly to the right, follows a massive main battle tank as it rolls across a muddy, rugged landscape with an unstoppable, unhurried pace. The tank's deep olive-green metal armor is coated in thick, half-dried mud and freshly damp earth, revealing only glimpses of its original color and cool metallic texture at corners and worn areas. In the cold, diffuse light of an overcast sky, the tank's broad tracks effortlessly roll over scattered rocks and destroyed brush, scattering mud and rubble behind it and leaving deep, defined ruts in the ground. Its long gun barrel points steadily forward, its entire hull, thanks to its advanced suspension system, maintaining remarkable stability as it moves, a stark contrast to the dramatically undulating terrain below, perfectly conveying a sense of overwhelming power, cold determination, and indestructible mechanical imposingness.", + "seed": 25451, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_10/index_2583_seed_25451_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.053576923161745074, + "vlm_logprob": -0.053576923161745074, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.053576923161745074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018993176519870758 + ], + "opposite_logprob_tokens": [ + -4.018993377685547 + ], + "logprob_reward": -0.018993176519870758, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018993176519870758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15658359229564667, + 0.1883619874715805, + 0.06069419905543327, + 0.1327083259820938, + 0.041090257465839386, + 0.14453865587711334, + 0.10277139395475388, + 0.059946224093437195, + 0.05239543318748474, + 0.06090996414422989 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.018993176519870758 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285212755203247 + ], + "opposite_logprob_tokens": [ + -2.0178520679473877 + ], + "logprob_reward": -0.14285212755203247, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285212755203247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11232177168130875, + 0.11556237936019897, + 0.26290449500083923, + 0.08108063787221909, + 0.04725729301571846, + 0.019579851999878883, + 0.01777474209666252, + 0.03968825191259384, + 0.047820158302783966, + 0.2560104429721832 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.14285212755203247 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806073755025864 + ], + "opposite_logprob_tokens": [ + -3.529806137084961 + ], + "logprob_reward": -0.029806073755025864, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806073755025864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1039661392569542, + 0.10492924600839615, + 0.15100419521331787, + 0.12513980269432068, + 0.14020346105098724, + 0.040575213730335236, + 0.09310558438301086, + 0.045711953192949295, + 0.026071861386299133, + 0.16929249465465546 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.029806073755025864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062036409974098206 + ], + "opposite_logprob_tokens": [ + -2.8120365142822266 + ], + "logprob_reward": -0.062036409974098206, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062036409974098206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10712585598230362, + 0.044136688113212585, + 0.04944675788283348, + 0.09166961908340454, + 0.05963462218642235, + 0.10705595463514328, + 0.3996618688106537, + 0.05960634723305702, + 0.0579569935798645, + 0.023705309256911278 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.062036409974098206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196828007698059 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014196828007698059, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196828007698059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09662164002656937, + 0.05691477656364441, + 0.04585564136505127, + 0.33239373564720154, + 0.04822387918829918, + 0.14247390627861023, + 0.11486345529556274, + 0.04472280293703079, + 0.03845584765076637, + 0.0794743150472641 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.014196828007698059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, low-angle shot, panning slowly to the right, follows a massive main battle tank as it rolls across a muddy, rugged landscape with an unstoppable, unhurried pace. The tank's deep olive-green metal armor is coated in thick, half-dried mud and freshly damp earth, revealing only glimpses of its original color and cool metallic texture at corners and worn areas. In the cold, diffuse light of an overcast sky, the tank's broad tracks effortlessly roll over scattered rocks and destroyed brush, scattering mud and rubble behind it and leaving deep, defined ruts in the ground. Its long gun barrel points steadily forward, its entire hull, thanks to its advanced suspension system, maintaining remarkable stability as it moves, a stark contrast to the dramatically undulating terrain below, perfectly conveying a sense of overwhelming power, cold determination, and indestructible mechanical imposingness.", + "seed": 25452, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_10/index_2583_seed_25452_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13808579109609126, + "vlm_logprob": -0.13808579109609126, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.13808579109609126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03096769191324711 + ], + "opposite_logprob_tokens": [ + -3.5309677124023438 + ], + "logprob_reward": -0.03096769191324711, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03096769191324711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12233669310808182, + 0.045849259942770004, + 0.126425638794899, + 0.02743390016257763, + 0.04124817997217178, + 0.4525829255580902, + 0.03989778459072113, + 0.023627879098057747, + 0.046388447284698486, + 0.07420925050973892 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.03096769191324711 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233926177024841 + ], + "opposite_logprob_tokens": [ + -0.8983926177024841 + ], + "logprob_reward": -0.5233926177024841, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233926177024841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1355901062488556, + 0.06553443521261215, + 0.34849128127098083, + 0.045192692428827286, + 0.09924337267875671, + 0.13894176483154297, + 0.04343584552407265, + 0.010301786474883556, + 0.028347723186016083, + 0.0849209725856781 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.5233926177024841 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974380880594254 + ], + "opposite_logprob_tokens": [ + -2.929974317550659 + ], + "logprob_reward": -0.054974380880594254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974380880594254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2838154137134552, + 0.18903787434101105, + 0.058919332921504974, + 0.023773929104208946, + 0.04867377132177353, + 0.19831246137619019, + 0.04955544322729111, + 0.027755169197916985, + 0.06777685880661011, + 0.05237981304526329 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.054974380880594254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001303881406784 + ], + "opposite_logprob_tokens": [ + -2.6950130462646484 + ], + "logprob_reward": -0.07001303881406784, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001303881406784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11426684260368347, + 0.06307926774024963, + 0.042708829045295715, + 0.026105383411049843, + 0.04127531498670578, + 0.5436413884162903, + 0.04022546857595444, + 0.037959158420562744, + 0.05058511719107628, + 0.04015318676829338 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.07001303881406784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081226170063019 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081226170063019, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081226170063019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13572008907794952, + 0.17062754929065704, + 0.08788192272186279, + 0.057629384100437164, + 0.04605812206864357, + 0.312780499458313, + 0.03416493535041809, + 0.07008356600999832, + 0.04091023653745651, + 0.0441436693072319 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.011081226170063019 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, low-angle shot, panning slowly to the right, follows a massive main battle tank as it rolls across a muddy, rugged landscape with an unstoppable, unhurried pace. The tank's deep olive-green metal armor is coated in thick, half-dried mud and freshly damp earth, revealing only glimpses of its original color and cool metallic texture at corners and worn areas. In the cold, diffuse light of an overcast sky, the tank's broad tracks effortlessly roll over scattered rocks and destroyed brush, scattering mud and rubble behind it and leaving deep, defined ruts in the ground. Its long gun barrel points steadily forward, its entire hull, thanks to its advanced suspension system, maintaining remarkable stability as it moves, a stark contrast to the dramatically undulating terrain below, perfectly conveying a sense of overwhelming power, cold determination, and indestructible mechanical imposingness.", + "seed": 25453, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_10/index_2583_seed_25453_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017746178526431323, + "vlm_logprob": -0.017746178526431323, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.017746178526431323, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016493991017341614 + ], + "opposite_logprob_tokens": [ + -4.141493797302246 + ], + "logprob_reward": -0.016493991017341614, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016493991017341614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06933066993951797, + 0.09616334736347198, + 0.0545441173017025, + 0.08255701512098312, + 0.22536896169185638, + 0.047463513910770416, + 0.047555770725011826, + 0.0314214825630188, + 0.05302203819155693, + 0.29257309436798096 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.016493991017341614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330111712217331 + ], + "opposite_logprob_tokens": [ + -3.773301124572754 + ], + "logprob_reward": -0.02330111712217331, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330111712217331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1100916638970375, + 0.13076801598072052, + 0.04916180670261383, + 0.04185968637466431, + 0.29881730675697327, + 0.03377283364534378, + 0.029920188710093498, + 0.03157925233244896, + 0.05416330322623253, + 0.21986590325832367 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.02330111712217331 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762551836669445 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762551836669445, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762551836669445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09299547970294952, + 0.09693418443202972, + 0.06284249573945999, + 0.04174097999930382, + 0.12029874324798584, + 0.04053099825978279, + 0.1186663806438446, + 0.1411304920911789, + 0.11633621901273727, + 0.1685241311788559 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.00762551836669445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368403762578964 + ], + "opposite_logprob_tokens": [ + -3.408684015274048 + ], + "logprob_reward": -0.03368403762578964, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368403762578964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13751228153705597, + 0.07471064478158951, + 0.23001764714717865, + 0.06549666821956635, + 0.03239854425191879, + 0.020762620493769646, + 0.0739215686917305, + 0.06044691801071167, + 0.05409559607505798, + 0.25063756108283997 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.03368403762578964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626228500157595 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007626228500157595, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626228500157595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06988772749900818, + 0.051422689110040665, + 0.0791536346077919, + 0.03423028066754341, + 0.09484811127185822, + 0.06942597031593323, + 0.13307134807109833, + 0.06753049790859222, + 0.058606188744306564, + 0.34182360768318176 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.007626228500157595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, low-angle shot, panning slowly to the right, follows a massive main battle tank as it rolls across a muddy, rugged landscape with an unstoppable, unhurried pace. The tank's deep olive-green metal armor is coated in thick, half-dried mud and freshly damp earth, revealing only glimpses of its original color and cool metallic texture at corners and worn areas. In the cold, diffuse light of an overcast sky, the tank's broad tracks effortlessly roll over scattered rocks and destroyed brush, scattering mud and rubble behind it and leaving deep, defined ruts in the ground. Its long gun barrel points steadily forward, its entire hull, thanks to its advanced suspension system, maintaining remarkable stability as it moves, a stark contrast to the dramatically undulating terrain below, perfectly conveying a sense of overwhelming power, cold determination, and indestructible mechanical imposingness.", + "seed": 25454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_10/index_2583_seed_25454_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04814133290201426, + "vlm_logprob": -0.04814133290201426, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04814133290201426, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0343158133327961 + ], + "opposite_logprob_tokens": [ + -3.409315824508667 + ], + "logprob_reward": -0.0343158133327961, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0343158133327961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039225541055202484, + 0.035699471831321716, + 0.04434511438012123, + 0.02421877346932888, + 0.0487554557621479, + 0.0564192496240139, + 0.03671884164214134, + 0.15452678501605988, + 0.5384989380836487, + 0.0215917881578207 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.0343158133327961 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270880550146103 + ], + "opposite_logprob_tokens": [ + -2.1270880699157715 + ], + "logprob_reward": -0.1270880550146103, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270880550146103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03530225157737732, + 0.011629191227257252, + 0.17545755207538605, + 0.009624093770980835, + 0.1278100609779358, + 0.20403049886226654, + 0.023349307477474213, + 0.23359958827495575, + 0.12978105247020721, + 0.049416422843933105 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.1270880550146103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08200442790985107, + 0.03998677060008049, + 0.09364529699087143, + 0.021888643503189087, + 0.14607875049114227, + 0.024561060592532158, + 0.04578632116317749, + 0.27706804871559143, + 0.2596763074398041, + 0.009304420091211796 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.008638749830424786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202565133571625 + ], + "opposite_logprob_tokens": [ + -2.812025547027588 + ], + "logprob_reward": -0.06202565133571625, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202565133571625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06389348953962326, + 0.03096458502113819, + 0.036575719714164734, + 0.04527697339653969, + 0.09975747019052505, + 0.08117417991161346, + 0.08320742845535278, + 0.1656838208436966, + 0.2850838005542755, + 0.10838247835636139 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.06202565133571625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive battle tank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank's armor deep olive-green with thick, half-dried mud and damp earth coating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tank rolling across a muddy, rugged landscape with scattered rocks and destroyed brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot wide, low-angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the tank's long gun barrel pointing steadily forward while maintaining stability over undulating terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638394996523857 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638394996523857, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638394996523857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03943491354584694, + 0.019786445423960686, + 0.07378290593624115, + 0.023567190393805504, + 0.11129064112901688, + 0.09652488678693771, + 0.024462301284074783, + 0.34066900610923767, + 0.09829506278038025, + 0.17218667268753052 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.008638394996523857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_13/index_tensor([3362, 3362])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_13/index_tensor([3362, 3362])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bef9ac6edead99c7713943869434427e68f8430e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_13/index_tensor([3362, 3362])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, wide-angle shot, shot from a high vantage point, transports us into a world composed entirely of retro pixel art. A vast, complex grid structure, composed of thick, glowing blue pixels, hovers above a vast city silhouette composed of deep purple and black blocks. On this digital map, large clusters of square pixels, representing core energy hubs, pulse with a steady, hypnotic rhythm, flashing a brilliant cyan light. Each pulse briefly illuminates the surrounding grid. As these hubs flicker, streams of pure white, glowing pixel particles, like digital rivers, swiftly and silently weave across the city, connecting the various hubs along pre-defined grid lines. These flowing beams cast sharp, shifting, blocky shadows on the dark, jagged, pixelated building outlines below. Light and shadow intertwine and chase across the complex urban geometry, creating a dynamic, technologically charged visual rhythm. The entire image is immersed in a cool, digital atmosphere, imbued with a systematic beauty and a sense of calm, efficient energy flow.", + "seed": 17864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_13/index_3362_seed_17864_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08086386006325483, + "vlm_logprob": -0.08086386006325483, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.08086386006325483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.353502482175827 + ], + "opposite_logprob_tokens": [ + -1.2285025119781494 + ], + "logprob_reward": -0.353502482175827, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.353502482175827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03259982913732529, + 0.01918211579322815, + 0.05763391777873039, + 0.043194521218538284, + 0.021368475630879402, + 0.04060637950897217, + 0.03621122986078262, + 0.42554742097854614, + 0.2056342512369156, + 0.11802183091640472 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.353502482175827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799586609005928 + ], + "opposite_logprob_tokens": [ + -4.634799480438232 + ], + "logprob_reward": -0.009799586609005928, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799586609005928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0900028869509697, + 0.026923591271042824, + 0.40844258666038513, + 0.07689443975687027, + 0.02197384648025036, + 0.03346167132258415, + 0.012056869454681873, + 0.281660258769989, + 0.03080303780734539, + 0.01778080314397812 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.009799586609005928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199413359165192 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199413359165192, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199413359165192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14328843355178833, + 0.04611855372786522, + 0.08724801242351532, + 0.03840337321162224, + 0.020181886851787567, + 0.05060698464512825, + 0.03897695988416672, + 0.4980568587779999, + 0.058351971209049225, + 0.018766870722174644 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.014199413359165192 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818355917930603 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.01818355917930603, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818355917930603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07817824929952621, + 0.10931166261434555, + 0.3206667900085449, + 0.05674368888139725, + 0.09634388238191605, + 0.028084563091397285, + 0.042743440717458725, + 0.15859434008598328, + 0.04460206627845764, + 0.06473130732774734 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.01818355917930603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863425899296999 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.00863425899296999, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863425899296999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09551999717950821, + 0.02591010369360447, + 0.38874050974845886, + 0.03615627437829971, + 0.04109517112374306, + 0.06486780196428299, + 0.06577038764953613, + 0.19089287519454956, + 0.047740522772073746, + 0.04330630227923393 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.00863425899296999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle shot, shot from a high vantage point, transports us into a world composed entirely of retro pixel art. A vast, complex grid structure, composed of thick, glowing blue pixels, hovers above a vast city silhouette composed of deep purple and black blocks. On this digital map, large clusters of square pixels, representing core energy hubs, pulse with a steady, hypnotic rhythm, flashing a brilliant cyan light. Each pulse briefly illuminates the surrounding grid. As these hubs flicker, streams of pure white, glowing pixel particles, like digital rivers, swiftly and silently weave across the city, connecting the various hubs along pre-defined grid lines. These flowing beams cast sharp, shifting, blocky shadows on the dark, jagged, pixelated building outlines below. Light and shadow intertwine and chase across the complex urban geometry, creating a dynamic, technologically charged visual rhythm. The entire image is immersed in a cool, digital atmosphere, imbued with a systematic beauty and a sense of calm, efficient energy flow.", + "seed": 17865, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_13/index_3362_seed_17865_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11220097485929728, + "vlm_logprob": -0.11220097485929728, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.11220097485929728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48001450300216675 + ], + "opposite_logprob_tokens": [ + -0.9800145030021667 + ], + "logprob_reward": -0.48001450300216675, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48001450300216675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18883274495601654, + 0.06590457260608673, + 0.10780463367700577, + 0.04659273475408554, + 0.053333356976509094, + 0.24715280532836914, + 0.07241366803646088, + 0.1086207777261734, + 0.059212733060121536, + 0.050131939351558685 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.48001450300216675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821024715900421 + ], + "opposite_logprob_tokens": [ + -4.018210411071777 + ], + "logprob_reward": -0.01821024715900421, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821024715900421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20121772587299347, + 0.08204086869955063, + 0.17224176228046417, + 0.04390190914273262, + 0.14764782786369324, + 0.16882313787937164, + 0.07183380424976349, + 0.047638922929763794, + 0.028176913037896156, + 0.03647711127996445 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.01821024715900421 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082876473665237 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082876473665237, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082876473665237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1570368856191635, + 0.11929837614297867, + 0.4438202679157257, + 0.013421417213976383, + 0.06677312403917313, + 0.0771062821149826, + 0.044415004551410675, + 0.03195009380578995, + 0.015485940501093864, + 0.030692556872963905 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.011082876473665237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305826127529144 + ], + "opposite_logprob_tokens": [ + -3.168058156967163 + ], + "logprob_reward": -0.04305826127529144, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305826127529144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22864289581775665, + 0.053075242787599564, + 0.08309896290302277, + 0.05169116333127022, + 0.31643950939178467, + 0.07843353599309921, + 0.07289951294660568, + 0.05100862309336662, + 0.022710468620061874, + 0.042000073939561844 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.04305826127529144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638986386358738 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638986386358738, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638986386358738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15663518011569977, + 0.15478426218032837, + 0.11855445802211761, + 0.043094612658023834, + 0.10680107027292252, + 0.10176186263561249, + 0.08008120208978653, + 0.07315134257078171, + 0.038780517876148224, + 0.12635545432567596 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.008638986386358738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle shot, shot from a high vantage point, transports us into a world composed entirely of retro pixel art. A vast, complex grid structure, composed of thick, glowing blue pixels, hovers above a vast city silhouette composed of deep purple and black blocks. On this digital map, large clusters of square pixels, representing core energy hubs, pulse with a steady, hypnotic rhythm, flashing a brilliant cyan light. Each pulse briefly illuminates the surrounding grid. As these hubs flicker, streams of pure white, glowing pixel particles, like digital rivers, swiftly and silently weave across the city, connecting the various hubs along pre-defined grid lines. These flowing beams cast sharp, shifting, blocky shadows on the dark, jagged, pixelated building outlines below. Light and shadow intertwine and chase across the complex urban geometry, creating a dynamic, technologically charged visual rhythm. The entire image is immersed in a cool, digital atmosphere, imbued with a systematic beauty and a sense of calm, efficient energy flow.", + "seed": 17866, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_13/index_3362_seed_17866_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08024190496653319, + "vlm_logprob": -0.08024190496653319, + "vlm_yes_no_margin": 3.824999952316284, + "vlm_token_credit": -0.08024190496653319, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.356535941362381 + ], + "opposite_logprob_tokens": [ + -1.2315359115600586 + ], + "logprob_reward": -0.356535941362381, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.356535941362381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08332926779985428, + 0.043278682976961136, + 0.02648242563009262, + 0.0446249283850193, + 0.05029533430933952, + 0.05881418660283089, + 0.08748190104961395, + 0.10975952446460724, + 0.45021528005599976, + 0.04571843892335892 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.356535941362381 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821586675941944 + ], + "opposite_logprob_tokens": [ + -4.018215656280518 + ], + "logprob_reward": -0.01821586675941944, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821586675941944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08524443954229355, + 0.05583776906132698, + 0.048388201743364334, + 0.16566160321235657, + 0.026422515511512756, + 0.033224646002054214, + 0.07408378273248672, + 0.070179782807827, + 0.33315205574035645, + 0.10780517011880875 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.01821586675941944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864844024181366 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.00864844024181366, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864844024181366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06213470548391342, + 0.03883034735918045, + 0.05331140756607056, + 0.07943376153707504, + 0.15489886701107025, + 0.050870828330516815, + 0.06648397445678711, + 0.07453987002372742, + 0.256441205739975, + 0.16305503249168396 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.00864844024181366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074034497141838 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074034497141838, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074034497141838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10105396062135696, + 0.20661240816116333, + 0.10691720992326736, + 0.1287788450717926, + 0.09210322797298431, + 0.10331355035305023, + 0.02949775569140911, + 0.029557179659605026, + 0.13314516842365265, + 0.06902074068784714 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.011074034497141838 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673524197191 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.00673524197191, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673524197191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.112383171916008, + 0.02061501145362854, + 0.039180900901556015, + 0.08828513324260712, + 0.040297698229551315, + 0.026809003204107285, + 0.0566420741379261, + 0.051643453538417816, + 0.2991027534008026, + 0.2650408148765564 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.00673524197191 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle shot, shot from a high vantage point, transports us into a world composed entirely of retro pixel art. A vast, complex grid structure, composed of thick, glowing blue pixels, hovers above a vast city silhouette composed of deep purple and black blocks. On this digital map, large clusters of square pixels, representing core energy hubs, pulse with a steady, hypnotic rhythm, flashing a brilliant cyan light. Each pulse briefly illuminates the surrounding grid. As these hubs flicker, streams of pure white, glowing pixel particles, like digital rivers, swiftly and silently weave across the city, connecting the various hubs along pre-defined grid lines. These flowing beams cast sharp, shifting, blocky shadows on the dark, jagged, pixelated building outlines below. Light and shadow intertwine and chase across the complex urban geometry, creating a dynamic, technologically charged visual rhythm. The entire image is immersed in a cool, digital atmosphere, imbued with a systematic beauty and a sense of calm, efficient energy flow.", + "seed": 17867, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_13/index_3362_seed_17867_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10132372127845883, + "vlm_logprob": -0.10132372127845883, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.10132372127845883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4376760721206665 + ], + "opposite_logprob_tokens": [ + -1.0626760721206665 + ], + "logprob_reward": -0.4376760721206665, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4376760721206665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10319637507200241, + 0.3926992118358612, + 0.043643783777952194, + 0.06797187775373459, + 0.10156580060720444, + 0.06140356510877609, + 0.05725749209523201, + 0.09018877148628235, + 0.05201907455921173, + 0.030054057016968727 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.4376760721206665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821165345609188 + ], + "opposite_logprob_tokens": [ + -4.018211841583252 + ], + "logprob_reward": -0.01821165345609188, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821165345609188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08233661949634552, + 0.4604666233062744, + 0.016154156997799873, + 0.059977367520332336, + 0.023172995075583458, + 0.07015594094991684, + 0.04028944671154022, + 0.09995970875024796, + 0.10759874433279037, + 0.03988844156265259 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.01821165345609188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06876050680875778, + 0.2968667149543762, + 0.012184714898467064, + 0.04188672453165054, + 0.04053047299385071, + 0.022009318694472313, + 0.07446815073490143, + 0.226218119263649, + 0.07147935777902603, + 0.1455959677696228 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033696603029966354 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.033696603029966354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033696603029966354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034679774194955826, + 0.4338943064212799, + 0.011253882199525833, + 0.05476093664765358, + 0.06078346446156502, + 0.04507288709282875, + 0.05183163285255432, + 0.185517355799675, + 0.018905632197856903, + 0.10330012440681458 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.033696603029966354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style composed entirely of retro pixel art?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast grid structure made of thick, glowing blue pixels hovering above the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are large clusters of square pixels representing core energy hubs visible, pulsing with a steady rhythm and flashing brilliant cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do streams of pure white, glowing pixel particles flow across the city connecting the hubs along grid lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high vantage point using a wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947392899543047 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947392899543047, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947392899543047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08418845385313034, + 0.4276582896709442, + 0.013693958520889282, + 0.03883775696158409, + 0.03447432443499565, + 0.0678522139787674, + 0.06012565642595291, + 0.1678767204284668, + 0.07342921942472458, + 0.03186337277293205 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.005947392899543047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_14/index_tensor([3486, 3486])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_14/index_tensor([3486, 3486])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2f65a1cec3eedb862208d41f66178ec084c356be --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_14/index_tensor([3486, 3486])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "perfect bird's-eye view slowly descends, focusing on a shimmering bowl of delicious stew, rendered in a vibrant, animated style with crisp lines. Served in a dark, handcrafted ceramic bowl with a smooth surface, the stew consists of soft, perfectly cooked noodles smothered in a rich, dark, sticky sauce that shimmers under the soft, warm off-camera light. Freshly chopped bright green shallots adorn the dish, their saturated color creating a striking and beautiful contrast against the deep brown of the stew. The bowl rests on a dark, rustic wooden table, its grain subtly visible. The dish itself seems to come alive, gently emitting delicate, stylized puffs of aromatic steam that curl upward in a slow, hypnotic dance. Each tendril exhibits a sharp, chiseled edge before gracefully dissipating, creating a mouthwatering atmosphere of comfort that highlights the dish's warmth and exquisite flavor.", + "seed": 11686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_14/index_3486_seed_11686_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09658131254836917, + "vlm_logprob": -0.09658131254836917, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.09658131254836917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3503984212875366 + ], + "opposite_logprob_tokens": [ + -1.2253984212875366 + ], + "logprob_reward": -0.3503984212875366, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3503984212875366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17882420122623444, + 0.05149382725358009, + 0.13565896451473236, + 0.24366815388202667, + 0.029273992404341698, + 0.030805187299847603, + 0.08042580634355545, + 0.09436652064323425, + 0.13490770757198334, + 0.020575638860464096 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.3503984212875366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811657801270485 + ], + "opposite_logprob_tokens": [ + -3.288116693496704 + ], + "logprob_reward": -0.03811657801270485, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811657801270485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2361437976360321, + 0.09177351742982864, + 0.0543893463909626, + 0.06585299968719482, + 0.038952816277742386, + 0.03723868727684021, + 0.05802113935351372, + 0.3521326780319214, + 0.029511332511901855, + 0.035983674228191376 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.03811657801270485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810246288776398 + ], + "opposite_logprob_tokens": [ + -3.288102388381958 + ], + "logprob_reward": -0.03810246288776398, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810246288776398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08502057939767838, + 0.08523822575807571, + 0.10700546950101852, + 0.32104960083961487, + 0.058289848268032074, + 0.1824846714735031, + 0.024800032377243042, + 0.06269309669733047, + 0.03835656866431236, + 0.03506194427609444 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.03810246288776398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627056445926428 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627056445926428, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627056445926428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18871884047985077, + 0.0628337562084198, + 0.19336920976638794, + 0.12936289608478546, + 0.18444882333278656, + 0.06652548164129257, + 0.045230474323034286, + 0.055303361266851425, + 0.020969202741980553, + 0.05323797091841698 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.007627056445926428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866204410791397 + ], + "opposite_logprob_tokens": [ + -3.048661947250366 + ], + "logprob_reward": -0.04866204410791397, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866204410791397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23773141205310822, + 0.0924014151096344, + 0.09693840146064758, + 0.10375957190990448, + 0.10511927306652069, + 0.028155844658613205, + 0.05614191293716431, + 0.13832668960094452, + 0.11669038981199265, + 0.02473507449030876 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.04866204410791397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "perfect bird's-eye view slowly descends, focusing on a shimmering bowl of delicious stew, rendered in a vibrant, animated style with crisp lines. Served in a dark, handcrafted ceramic bowl with a smooth surface, the stew consists of soft, perfectly cooked noodles smothered in a rich, dark, sticky sauce that shimmers under the soft, warm off-camera light. Freshly chopped bright green shallots adorn the dish, their saturated color creating a striking and beautiful contrast against the deep brown of the stew. The bowl rests on a dark, rustic wooden table, its grain subtly visible. The dish itself seems to come alive, gently emitting delicate, stylized puffs of aromatic steam that curl upward in a slow, hypnotic dance. Each tendril exhibits a sharp, chiseled edge before gracefully dissipating, creating a mouthwatering atmosphere of comfort that highlights the dish's warmth and exquisite flavor.", + "seed": 11687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_14/index_3486_seed_11687_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1757142785936594, + "vlm_logprob": -0.1757142785936594, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1757142785936594, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7593485116958618 + ], + "opposite_logprob_tokens": [ + -0.6343485116958618 + ], + "logprob_reward": -0.7593485116958618, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7593485116958618, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1386481672525406, + 0.09393642842769623, + 0.22256556153297424, + 0.09012115746736526, + 0.19160830974578857, + 0.06565136462450027, + 0.07373184710741043, + 0.03369420766830444, + 0.04756975546479225, + 0.042473211884498596 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.7593485116958618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307973012328148 + ], + "opposite_logprob_tokens": [ + -3.1680796146392822 + ], + "logprob_reward": -0.04307973012328148, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307973012328148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18401266634464264, + 0.059462908655405045, + 0.1864124834537506, + 0.04706130549311638, + 0.07835586369037628, + 0.06763125211000443, + 0.07095927000045776, + 0.1586858630180359, + 0.11269814521074295, + 0.03472030535340309 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.04307973012328148 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495903640985489 + ], + "opposite_logprob_tokens": [ + -2.9299590587615967 + ], + "logprob_reward": -0.05495903640985489, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495903640985489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09242145717144012, + 0.11717946082353592, + 0.2865601181983948, + 0.32191696763038635, + 0.07101064920425415, + 0.013872234150767326, + 0.018374338746070862, + 0.014171591028571129, + 0.030604010447859764, + 0.03388918191194534 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.05495903640985489 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639931678771973 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639931678771973, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639931678771973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11549712717533112, + 0.03914257511496544, + 0.4666675329208374, + 0.07115459442138672, + 0.07304414361715317, + 0.057568229734897614, + 0.05618326738476753, + 0.07073736190795898, + 0.023252278566360474, + 0.0267528984695673 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.008639931678771973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544183060526848 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544183060526848, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544183060526848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05922340601682663, + 0.027866650372743607, + 0.7885617017745972, + 0.03031516820192337, + 0.009682849980890751, + 0.021870557218790054, + 0.025029955431818962, + 0.01517938356846571, + 0.014859559014439583, + 0.007410801015794277 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.012544183060526848 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "perfect bird's-eye view slowly descends, focusing on a shimmering bowl of delicious stew, rendered in a vibrant, animated style with crisp lines. Served in a dark, handcrafted ceramic bowl with a smooth surface, the stew consists of soft, perfectly cooked noodles smothered in a rich, dark, sticky sauce that shimmers under the soft, warm off-camera light. Freshly chopped bright green shallots adorn the dish, their saturated color creating a striking and beautiful contrast against the deep brown of the stew. The bowl rests on a dark, rustic wooden table, its grain subtly visible. The dish itself seems to come alive, gently emitting delicate, stylized puffs of aromatic steam that curl upward in a slow, hypnotic dance. Each tendril exhibits a sharp, chiseled edge before gracefully dissipating, creating a mouthwatering atmosphere of comfort that highlights the dish's warmth and exquisite flavor.", + "seed": 11688, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_14/index_3486_seed_11688_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15176529111340642, + "vlm_logprob": -0.15176529111340642, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.15176529111340642, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6338307857513428 + ], + "opposite_logprob_tokens": [ + -0.7588307857513428 + ], + "logprob_reward": -0.6338307857513428, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6338307857513428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05288352444767952, + 0.023291215300559998, + 0.038116659969091415, + 0.04773653298616409, + 0.5624319314956665, + 0.1778959035873413, + 0.053178995847702026, + 0.008379429578781128, + 0.021083960309624672, + 0.015001891180872917 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.6338307857513428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555836699903011 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.012555836699903011, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555836699903011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035660017281770706, + 0.0228080153465271, + 0.07987289130687714, + 0.0333625003695488, + 0.47384893894195557, + 0.150242879986763, + 0.12795747816562653, + 0.021793384104967117, + 0.029932759702205658, + 0.024521127343177795 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.012555836699903011 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903378993272781 + ], + "opposite_logprob_tokens": [ + -2.464033842086792 + ], + "logprob_reward": -0.08903378993272781, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903378993272781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05133231356739998, + 0.042569033801555634, + 0.08453281223773956, + 0.1090020164847374, + 0.03890955075621605, + 0.5468655228614807, + 0.022361302748322487, + 0.024043088778853416, + 0.027456404641270638, + 0.05292797461152077 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.08903378993272781 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584410056471825 + ], + "opposite_logprob_tokens": [ + -3.8955843448638916 + ], + "logprob_reward": -0.020584410056471825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584410056471825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06003554165363312, + 0.04284375533461571, + 0.05276265740394592, + 0.11537930369377136, + 0.06575921922922134, + 0.4643057584762573, + 0.084718257188797, + 0.022934991866350174, + 0.0692465677857399, + 0.022013980895280838 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.020584410056471825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028216331265866756 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.0028216331265866756, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028216331265866756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07796347141265869, + 0.05632802098989487, + 0.04724762961268425, + 0.05227251350879669, + 0.2809488773345947, + 0.3837122321128845, + 0.04331398382782936, + 0.014122838154435158, + 0.023953000083565712, + 0.02013743668794632 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0028216331265866756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "perfect bird's-eye view slowly descends, focusing on a shimmering bowl of delicious stew, rendered in a vibrant, animated style with crisp lines. Served in a dark, handcrafted ceramic bowl with a smooth surface, the stew consists of soft, perfectly cooked noodles smothered in a rich, dark, sticky sauce that shimmers under the soft, warm off-camera light. Freshly chopped bright green shallots adorn the dish, their saturated color creating a striking and beautiful contrast against the deep brown of the stew. The bowl rests on a dark, rustic wooden table, its grain subtly visible. The dish itself seems to come alive, gently emitting delicate, stylized puffs of aromatic steam that curl upward in a slow, hypnotic dance. Each tendril exhibits a sharp, chiseled edge before gracefully dissipating, creating a mouthwatering atmosphere of comfort that highlights the dish's warmth and exquisite flavor.", + "seed": 11689, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_14/index_3486_seed_11689_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06316320998594165, + "vlm_logprob": -0.06316320998594165, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.06316320998594165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2548229396343231 + ], + "opposite_logprob_tokens": [ + -1.5048229694366455 + ], + "logprob_reward": -0.2548229396343231, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2548229396343231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09804090857505798, + 0.05036752671003342, + 0.0513390377163887, + 0.09593334794044495, + 0.18039894104003906, + 0.13650934398174286, + 0.09799378365278244, + 0.17719413340091705, + 0.03433896601200104, + 0.07788393646478653 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.2548229396343231 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307698830962181 + ], + "opposite_logprob_tokens": [ + -3.168076992034912 + ], + "logprob_reward": -0.04307698830962181, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307698830962181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10131989419460297, + 0.05940571799874306, + 0.04620439559221268, + 0.06904292106628418, + 0.371796190738678, + 0.15877197682857513, + 0.054988794028759, + 0.050249386578798294, + 0.04439773038029671, + 0.04382301867008209 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.04307698830962181 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641236271709204 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004641236271709204, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641236271709204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16388440132141113, + 0.16422297060489655, + 0.06223321706056595, + 0.06092660129070282, + 0.15519340336322784, + 0.08755365014076233, + 0.04603000730276108, + 0.0781046450138092, + 0.057072583585977554, + 0.12477846443653107 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.004641236271709204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1828339844942093, + 0.10372273623943329, + 0.06952608376741409, + 0.03824878856539726, + 0.11328571289777756, + 0.03322858735918999, + 0.05740666016936302, + 0.03993355110287666, + 0.037010613828897476, + 0.32480329275131226 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.004636727273464203 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view that slowly descends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style vibrant, animated, and rendered with crisp lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the stew served in a dark, handcrafted ceramic bowl with a smooth surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there freshly chopped bright green shallots on top of the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do delicate, stylized puffs of steam curl upward from the dish?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638158440589905 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638158440589905, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638158440589905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28165915608406067, + 0.08351526409387589, + 0.032141055911779404, + 0.07046747207641602, + 0.09515156596899033, + 0.060229409486055374, + 0.11895979940891266, + 0.0647202581167221, + 0.06786276400089264, + 0.12529326975345612 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.008638158440589905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_2/index_tensor([4271, 4271])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_2/index_tensor([4271, 4271])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1e68a97eb58363edf1f2fd8a8eecaf8c8ee5f8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_2/index_tensor([4271, 4271])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captured with ultra-high-speed photography depicts a geothermal vent erupting against the desolate canvas of a cold evening. The vent itself is a jagged fissure in the dark volcanic rock, its maw teeming with sulfurous yellow and white mineral deposits that glitter under a powerful, off-camera light source. From this opening, a massive plume of steam explodes upward with immense pressure, its movement captured in breathtaking, dramatic slow motion. Filmed at an extremely high frame rate, the chaotic explosion becomes a balletic spectacle; each particle of superheated vapor is sharply defined, catching the harsh sidelight like a billion tiny diamonds as it tumbles outward. The plume expands spectacularly, its leading edge curling into a complex turbulent vortex as it collides with the freezing air, causing instant condensation that makes the cloud appear dense and solid. The scene is a study in extreme contrasts – the stark contrast of bright, luminous white steam against the deep, velvety black of night and shadowed, richly textured rock, creating an atmosphere of raw, elemental power and sublime beauty, a moment of violent geological force frozen in time for detailed, breathtaking observation.", + "seed": 5093, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_2/index_4271_seed_5093_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01869115943554789, + "vlm_logprob": -0.01869115943554789, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01869115943554789, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010128293186426163 + ], + "opposite_logprob_tokens": [ + -4.885128498077393 + ], + "logprob_reward": -0.010128293186426163, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.010128293186426163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1633695513010025, + 0.0771908089518547, + 0.09296146780252457, + 0.34170955419540405, + 0.04352710396051407, + 0.029571417719125748, + 0.03936849907040596, + 0.07245082408189774, + 0.07174478471279144, + 0.06810604780912399 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.010128293186426163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011105040088295937 + ], + "opposite_logprob_tokens": [ + -4.511105060577393 + ], + "logprob_reward": -0.011105040088295937, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011105040088295937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31503456830978394, + 0.13191528618335724, + 0.14965535700321198, + 0.07808174937963486, + 0.03484244644641876, + 0.04559961333870888, + 0.03995019197463989, + 0.07502327859401703, + 0.0674450471997261, + 0.06245248764753342 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011105040088295937 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001189477858133614 + ], + "opposite_logprob_tokens": [ + -6.751189708709717 + ], + "logprob_reward": -0.001189477858133614, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001189477858133614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11844079941511154, + 0.084991455078125, + 0.22808627784252167, + 0.1147746741771698, + 0.06604363769292831, + 0.06517906486988068, + 0.0526508204638958, + 0.06862924993038177, + 0.07226227223873138, + 0.12894172966480255 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.001189477858133614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496027693152428 + ], + "opposite_logprob_tokens": [ + -2.929960250854492 + ], + "logprob_reward": -0.05496027693152428, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496027693152428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12377079576253891, + 0.05681762099266052, + 0.1338212639093399, + 0.16531646251678467, + 0.07515443116426468, + 0.07109865546226501, + 0.10642863810062408, + 0.08644465357065201, + 0.11211542040109634, + 0.06903204321861267 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.05496027693152428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607270911335945 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607270911335945, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607270911335945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11900461465120316, + 0.054395463317632675, + 0.14163163304328918, + 0.08114495128393173, + 0.14175598323345184, + 0.10239946842193604, + 0.09436523169279099, + 0.07832735776901245, + 0.07779894024133682, + 0.1091763824224472 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.01607270911335945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captured with ultra-high-speed photography depicts a geothermal vent erupting against the desolate canvas of a cold evening. The vent itself is a jagged fissure in the dark volcanic rock, its maw teeming with sulfurous yellow and white mineral deposits that glitter under a powerful, off-camera light source. From this opening, a massive plume of steam explodes upward with immense pressure, its movement captured in breathtaking, dramatic slow motion. Filmed at an extremely high frame rate, the chaotic explosion becomes a balletic spectacle; each particle of superheated vapor is sharply defined, catching the harsh sidelight like a billion tiny diamonds as it tumbles outward. The plume expands spectacularly, its leading edge curling into a complex turbulent vortex as it collides with the freezing air, causing instant condensation that makes the cloud appear dense and solid. The scene is a study in extreme contrasts – the stark contrast of bright, luminous white steam against the deep, velvety black of night and shadowed, richly textured rock, creating an atmosphere of raw, elemental power and sublime beauty, a moment of violent geological force frozen in time for detailed, breathtaking observation.", + "seed": 5094, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_2/index_4271_seed_5094_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.032675182353705166, + "vlm_logprob": -0.032675182353705166, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.032675182353705166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024648044258356094 + ], + "opposite_logprob_tokens": [ + -3.8996479511260986 + ], + "logprob_reward": -0.024648044258356094, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024648044258356094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3447144627571106, + 0.24405093491077423, + 0.09777669608592987, + 0.060066960752010345, + 0.037294596433639526, + 0.025823118165135384, + 0.06957797706127167, + 0.05589308962225914, + 0.023853978142142296, + 0.04094817116856575 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.024648044258356094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020617574453353882 + ], + "opposite_logprob_tokens": [ + -3.8956174850463867 + ], + "logprob_reward": -0.020617574453353882, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020617574453353882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25990402698516846, + 0.13728167116641998, + 0.17068910598754883, + 0.1677093803882599, + 0.057753294706344604, + 0.041541725397109985, + 0.04340960830450058, + 0.030838467180728912, + 0.04248049482703209, + 0.048392269760370255 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.020617574453353882 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017228773795068264 + ], + "opposite_logprob_tokens": [ + -6.376722812652588 + ], + "logprob_reward": -0.0017228773795068264, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017228773795068264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2726658880710602, + 0.0886785089969635, + 0.10587567836046219, + 0.09655434638261795, + 0.06464105099439621, + 0.05023083835840225, + 0.0604218952357769, + 0.046984218060970306, + 0.09481370449066162, + 0.11913382261991501 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0017228773795068264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031517595052719 + ], + "opposite_logprob_tokens": [ + -2.3503150939941406 + ], + "logprob_reward": -0.10031517595052719, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031517595052719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1934250146150589, + 0.08427737653255463, + 0.13518816232681274, + 0.11926716566085815, + 0.08408363908529282, + 0.06553838402032852, + 0.03395196422934532, + 0.05298498645424843, + 0.12619702517986298, + 0.10508622974157333 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.10031517595052719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072239726781845 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072239726781845, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072239726781845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13053835928440094, + 0.07759322971105576, + 0.13714180886745453, + 0.07230991870164871, + 0.07651370018720627, + 0.19897857308387756, + 0.05672411248087883, + 0.04718896374106407, + 0.04703575745224953, + 0.15597550570964813 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.016072239726781845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captured with ultra-high-speed photography depicts a geothermal vent erupting against the desolate canvas of a cold evening. The vent itself is a jagged fissure in the dark volcanic rock, its maw teeming with sulfurous yellow and white mineral deposits that glitter under a powerful, off-camera light source. From this opening, a massive plume of steam explodes upward with immense pressure, its movement captured in breathtaking, dramatic slow motion. Filmed at an extremely high frame rate, the chaotic explosion becomes a balletic spectacle; each particle of superheated vapor is sharply defined, catching the harsh sidelight like a billion tiny diamonds as it tumbles outward. The plume expands spectacularly, its leading edge curling into a complex turbulent vortex as it collides with the freezing air, causing instant condensation that makes the cloud appear dense and solid. The scene is a study in extreme contrasts – the stark contrast of bright, luminous white steam against the deep, velvety black of night and shadowed, richly textured rock, creating an atmosphere of raw, elemental power and sublime beauty, a moment of violent geological force frozen in time for detailed, breathtaking observation.", + "seed": 5095, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_2/index_4271_seed_5095_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028447303269058467, + "vlm_logprob": -0.028447303269058467, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.028447303269058467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020153163000941277 + ], + "opposite_logprob_tokens": [ + -4.145153045654297 + ], + "logprob_reward": -0.020153163000941277, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.020153163000941277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3228420615196228, + 0.1106279119849205, + 0.17244204878807068, + 0.08720453828573227, + 0.057389795780181885, + 0.03282243758440018, + 0.060364048928022385, + 0.024045420810580254, + 0.055570103228092194, + 0.0766916573047638 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.020153163000941277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011109991930425167 + ], + "opposite_logprob_tokens": [ + -4.511109828948975 + ], + "logprob_reward": -0.011109991930425167, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011109991930425167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38819998502731323, + 0.0965847447514534, + 0.17035751044750214, + 0.06397036463022232, + 0.06241350620985031, + 0.037654146552085876, + 0.08194313943386078, + 0.049496185034513474, + 0.025053562596440315, + 0.024326851591467857 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011109991930425167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013455632142722607 + ], + "opposite_logprob_tokens": [ + -6.626345634460449 + ], + "logprob_reward": -0.0013455632142722607, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013455632142722607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1308927685022354, + 0.133555069565773, + 0.24126359820365906, + 0.1381777673959732, + 0.08920247852802277, + 0.05983715131878853, + 0.06716569513082504, + 0.07055090367794037, + 0.031233666464686394, + 0.038120925426483154 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.0013455632142722607 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903848379850388 + ], + "opposite_logprob_tokens": [ + -2.464038372039795 + ], + "logprob_reward": -0.08903848379850388, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903848379850388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08401472121477127, + 0.12984599173069, + 0.11324386298656464, + 0.08575216680765152, + 0.06681425124406815, + 0.049971502274274826, + 0.15332520008087158, + 0.2157529890537262, + 0.050609391182661057, + 0.05066991597414017 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.08903848379850388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058931440114975 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058931440114975, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058931440114975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1501605361700058, + 0.06263434886932373, + 0.22390404343605042, + 0.07286593317985535, + 0.15914350748062134, + 0.07939903438091278, + 0.044868770986795425, + 0.06416447460651398, + 0.03426694497466087, + 0.10859239101409912 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.02058931440114975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captured with ultra-high-speed photography depicts a geothermal vent erupting against the desolate canvas of a cold evening. The vent itself is a jagged fissure in the dark volcanic rock, its maw teeming with sulfurous yellow and white mineral deposits that glitter under a powerful, off-camera light source. From this opening, a massive plume of steam explodes upward with immense pressure, its movement captured in breathtaking, dramatic slow motion. Filmed at an extremely high frame rate, the chaotic explosion becomes a balletic spectacle; each particle of superheated vapor is sharply defined, catching the harsh sidelight like a billion tiny diamonds as it tumbles outward. The plume expands spectacularly, its leading edge curling into a complex turbulent vortex as it collides with the freezing air, causing instant condensation that makes the cloud appear dense and solid. The scene is a study in extreme contrasts – the stark contrast of bright, luminous white steam against the deep, velvety black of night and shadowed, richly textured rock, creating an atmosphere of raw, elemental power and sublime beauty, a moment of violent geological force frozen in time for detailed, breathtaking observation.", + "seed": 5096, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_2/index_4271_seed_5096_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02983281670603901, + "vlm_logprob": -0.02983281670603901, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.02983281670603901, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024179451167583466 + ], + "opposite_logprob_tokens": [ + -3.899179458618164 + ], + "logprob_reward": -0.024179451167583466, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024179451167583466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22196583449840546, + 0.08567600697278976, + 0.1283709853887558, + 0.09111592173576355, + 0.19597645103931427, + 0.07684959471225739, + 0.055933836847543716, + 0.02003081887960434, + 0.016906613484025, + 0.10717394948005676 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.024179451167583466 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373406082391739 + ], + "opposite_logprob_tokens": [ + -3.408734083175659 + ], + "logprob_reward": -0.03373406082391739, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373406082391739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5009278059005737, + 0.12562307715415955, + 0.10284457355737686, + 0.05124048888683319, + 0.04317308962345123, + 0.04430108889937401, + 0.025076884776353836, + 0.036960821598768234, + 0.0250557791441679, + 0.04479636624455452 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03373406082391739 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011879300000146031 + ], + "opposite_logprob_tokens": [ + -6.751187801361084 + ], + "logprob_reward": -0.0011879300000146031, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011879300000146031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17400194704532623, + 0.10073897242546082, + 0.12619879841804504, + 0.13021431863307953, + 0.05259287729859352, + 0.23377098143100739, + 0.06487900763750076, + 0.043133318424224854, + 0.022482512518763542, + 0.05198727920651436 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0011879300000146031 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898624986410141 + ], + "opposite_logprob_tokens": [ + -2.578986167907715 + ], + "logprob_reward": -0.07898624986410141, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898624986410141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1574874371290207, + 0.15134170651435852, + 0.06678938865661621, + 0.07584144920110703, + 0.17503570020198822, + 0.20066025853157043, + 0.060253821313381195, + 0.04888847470283508, + 0.03254931792616844, + 0.031152505427598953 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.07898624986410141 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a geothermal vent erupting from dark volcanic rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the mineral deposits inside the vent fissure visible as sulfurous yellow and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive plume of steam exploding upward from the vent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the steam movement captured in slow motion with sharply defined particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107639167457819 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.01107639167457819, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107639167457819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3533649444580078, + 0.07195999473333359, + 0.07298795878887177, + 0.14763034880161285, + 0.07327669858932495, + 0.08296705037355423, + 0.03524276986718178, + 0.06637248396873474, + 0.034556321799755096, + 0.06164143979549408 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.01107639167457819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_5/index_tensor([8098, 8098])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_5/index_tensor([8098, 8098])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ebbea5ec27c16390bd80aee181f5b874cb111e81 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_5/index_tensor([8098, 8098])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, long, static shot, shot from a slightly bird's-eye view, captures a surreal spectacle: on a verdant hillside bathed in the brilliant afternoon sun, an antique, dark-wood rocking chair, its high back and armrests intricately carved with scrollwork, its surface naturally scuffed by age, hurtles down the slope at an incredible speed. Rather than gliding smoothly, it jolts and bounces violently across the lush grass, its two curved rockers alternately striking the ground frantically, leaving a faint trail of shredded grass and dirt behind it. The brilliant sunlight casts sharp highlights and deep shadows on its swiftly moving wooden frame, while its long shadow, cast across the grass, also swiftly follows. The background is a vast blue sky, a few leisurely white clouds and distant mountains. This tranquil pastoral scenery forms a strong visual contrast with the wild and uncontrolled movement of the rocking chair. From a static observation perspective, the whole picture presents a dynamic beauty that is both absurd and full of astonishing energy, as if an ownerless object endowed with mysterious vitality is on an unrestrained escape.", + "seed": 2068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_5/index_8098_seed_2068_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.48769441321492196, + "vlm_logprob": -0.48769441321492196, + "vlm_yes_no_margin": 2.000000011920929, + "vlm_token_credit": -0.48769441321492196, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0593770742416382 + ], + "opposite_logprob_tokens": [ + -0.4343770742416382 + ], + "logprob_reward": -1.0593770742416382, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0593770742416382, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14632824063301086, + 0.07214105129241943, + 0.09416474401950836, + 0.0904306173324585, + 0.07750043272972107, + 0.13574640452861786, + 0.07695382088422775, + 0.1405712217092514, + 0.10328259319067001, + 0.06288083642721176 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -1.0593770742416382 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012568904086947441 + ], + "opposite_logprob_tokens": [ + -4.387568950653076 + ], + "logprob_reward": -0.012568904086947441, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012568904086947441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14646466076374054, + 0.07408532500267029, + 0.14728033542633057, + 0.07346610724925995, + 0.09406931698322296, + 0.0687495693564415, + 0.04045480489730835, + 0.17432928085327148, + 0.062356241047382355, + 0.11874429881572723 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.012568904086947441 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304495960474014 + ], + "opposite_logprob_tokens": [ + -3.7733044624328613 + ], + "logprob_reward": -0.023304495960474014, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304495960474014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08648372441530228, + 0.0521574392914772, + 0.32142552733421326, + 0.05990749970078468, + 0.09308783710002899, + 0.042653873562812805, + 0.053748052567243576, + 0.041398096829652786, + 0.1398240625858307, + 0.10931391268968582 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.023304495960474014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029818223789334297 + ], + "opposite_logprob_tokens": [ + -3.529818296432495 + ], + "logprob_reward": -0.029818223789334297, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029818223789334297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3559785783290863, + 0.07868321239948273, + 0.17399649322032928, + 0.05016361176967621, + 0.048724088817834854, + 0.16734203696250916, + 0.031112728640437126, + 0.02222512476146221, + 0.04302278906106949, + 0.028751395642757416 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.029818223789334297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134033679962158 + ], + "opposite_logprob_tokens": [ + -0.3134034276008606 + ], + "logprob_reward": -1.3134033679962158, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3134033679962158, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13890387117862701, + 0.08075129985809326, + 0.14271530508995056, + 0.12573450803756714, + 0.15464618802070618, + 0.07974608987569809, + 0.0668112114071846, + 0.043161604553461075, + 0.07613585144281387, + 0.09139405936002731 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -1.3134033679962158 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "single, long, static shot, shot from a slightly bird's-eye view, captures a surreal spectacle: on a verdant hillside bathed in the brilliant afternoon sun, an antique, dark-wood rocking chair, its high back and armrests intricately carved with scrollwork, its surface naturally scuffed by age, hurtles down the slope at an incredible speed. Rather than gliding smoothly, it jolts and bounces violently across the lush grass, its two curved rockers alternately striking the ground frantically, leaving a faint trail of shredded grass and dirt behind it. The brilliant sunlight casts sharp highlights and deep shadows on its swiftly moving wooden frame, while its long shadow, cast across the grass, also swiftly follows. The background is a vast blue sky, a few leisurely white clouds and distant mountains. This tranquil pastoral scenery forms a strong visual contrast with the wild and uncontrolled movement of the rocking chair. From a static observation perspective, the whole picture presents a dynamic beauty that is both absurd and full of astonishing energy, as if an ownerless object endowed with mysterious vitality is on an unrestrained escape.", + "seed": 2069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_5/index_8098_seed_2069_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5226318417117, + "vlm_logprob": -0.5226318417117, + "vlm_yes_no_margin": 1.9000000357627869, + "vlm_token_credit": -0.5226318417117, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.138202428817749 + ], + "opposite_logprob_tokens": [ + -0.3882024884223938 + ], + "logprob_reward": -1.138202428817749, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.138202428817749, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10380174219608307, + 0.10786571353673935, + 0.07037273049354553, + 0.0721285343170166, + 0.07695795595645905, + 0.06843366473913193, + 0.11025357991456985, + 0.20372739434242249, + 0.11475010216236115, + 0.07170862704515457 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -1.138202428817749 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110008917748928 + ], + "opposite_logprob_tokens": [ + -4.5111002922058105 + ], + "logprob_reward": -0.01110008917748928, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110008917748928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16145455837249756, + 0.06761644035577774, + 0.05384301394224167, + 0.12259338796138763, + 0.08847837895154953, + 0.03865334391593933, + 0.1469128578901291, + 0.10704068839550018, + 0.1274605542421341, + 0.08594675362110138 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.01110008917748928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428307294845581 + ], + "opposite_logprob_tokens": [ + -2.0178308486938477 + ], + "logprob_reward": -0.1428307294845581, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428307294845581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10476841032505035, + 0.059802163392305374, + 0.029922809451818466, + 0.06616860628128052, + 0.03924980387091637, + 0.030398370698094368, + 0.14455625414848328, + 0.1043749749660492, + 0.3548632264137268, + 0.06589534878730774 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.1428307294845581 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633917964994907 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633917964994907, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633917964994907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1225346252322197, + 0.05719463527202606, + 0.025090476498007774, + 0.07364929467439651, + 0.08575255423784256, + 0.30681657791137695, + 0.07280358672142029, + 0.07414782792329788, + 0.15536150336265564, + 0.026648886501789093 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.007633917964994907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3133920431137085 + ], + "opposite_logprob_tokens": [ + -0.3133920133113861 + ], + "logprob_reward": -1.3133920431137085, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3133920431137085, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10830207914113998, + 0.054439008235931396, + 0.0347166508436203, + 0.0989527478814125, + 0.18205448985099792, + 0.0384780615568161, + 0.25209054350852966, + 0.06470607966184616, + 0.11389613896608353, + 0.05236418545246124 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -1.3133920431137085 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "single, long, static shot, shot from a slightly bird's-eye view, captures a surreal spectacle: on a verdant hillside bathed in the brilliant afternoon sun, an antique, dark-wood rocking chair, its high back and armrests intricately carved with scrollwork, its surface naturally scuffed by age, hurtles down the slope at an incredible speed. Rather than gliding smoothly, it jolts and bounces violently across the lush grass, its two curved rockers alternately striking the ground frantically, leaving a faint trail of shredded grass and dirt behind it. The brilliant sunlight casts sharp highlights and deep shadows on its swiftly moving wooden frame, while its long shadow, cast across the grass, also swiftly follows. The background is a vast blue sky, a few leisurely white clouds and distant mountains. This tranquil pastoral scenery forms a strong visual contrast with the wild and uncontrolled movement of the rocking chair. From a static observation perspective, the whole picture presents a dynamic beauty that is both absurd and full of astonishing energy, as if an ownerless object endowed with mysterious vitality is on an unrestrained escape.", + "seed": 2070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_5/index_8098_seed_2070_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5455295933410526, + "vlm_logprob": -0.5455295933410526, + "vlm_yes_no_margin": 1.724999988079071, + "vlm_token_credit": -0.5455295933410526, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2253137826919556 + ], + "opposite_logprob_tokens": [ + -0.3503137528896332 + ], + "logprob_reward": -1.2253137826919556, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2253137826919556, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18693697452545166, + 0.11187723278999329, + 0.1038103774189949, + 0.06652281433343887, + 0.20171335339546204, + 0.07523888349533081, + 0.07984935492277145, + 0.05623684078454971, + 0.03296550363302231, + 0.08484865725040436 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -1.2253137826919556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014233966358006 + ], + "opposite_logprob_tokens": [ + -4.2642340660095215 + ], + "logprob_reward": -0.014233966358006, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014233966358006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09262530505657196, + 0.36372873187065125, + 0.0811651423573494, + 0.05751731991767883, + 0.1370062679052353, + 0.061116933822631836, + 0.05305633693933487, + 0.06466828286647797, + 0.03866858407855034, + 0.050447072833776474 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.014233966358006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42895063757896423 + ], + "opposite_logprob_tokens": [ + -1.0539506673812866 + ], + "logprob_reward": -0.42895063757896423, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42895063757896423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11786532402038574, + 0.12437877804040909, + 0.09634290635585785, + 0.16127590835094452, + 0.08300969749689102, + 0.1217251643538475, + 0.1169791892170906, + 0.06465015560388565, + 0.06587515026330948, + 0.04789772257208824 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.42895063757896423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262451246380806 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.005262451246380806, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262451246380806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.363361120223999, + 0.1586279571056366, + 0.059173133224248886, + 0.06124169006943703, + 0.07189270108938217, + 0.0744885802268982, + 0.08586256206035614, + 0.03966312110424042, + 0.03234497830271721, + 0.05334417149424553 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.005262451246380806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053887128829956 + ], + "opposite_logprob_tokens": [ + -0.4288870692253113 + ], + "logprob_reward": -1.053887128829956, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.053887128829956, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17111624777317047, + 0.09335685521364212, + 0.049162961542606354, + 0.09328339993953705, + 0.12526996433734894, + 0.15821264684200287, + 0.08543753623962402, + 0.04248347133398056, + 0.09340956807136536, + 0.08826738595962524 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -1.053887128829956 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "single, long, static shot, shot from a slightly bird's-eye view, captures a surreal spectacle: on a verdant hillside bathed in the brilliant afternoon sun, an antique, dark-wood rocking chair, its high back and armrests intricately carved with scrollwork, its surface naturally scuffed by age, hurtles down the slope at an incredible speed. Rather than gliding smoothly, it jolts and bounces violently across the lush grass, its two curved rockers alternately striking the ground frantically, leaving a faint trail of shredded grass and dirt behind it. The brilliant sunlight casts sharp highlights and deep shadows on its swiftly moving wooden frame, while its long shadow, cast across the grass, also swiftly follows. The background is a vast blue sky, a few leisurely white clouds and distant mountains. This tranquil pastoral scenery forms a strong visual contrast with the wild and uncontrolled movement of the rocking chair. From a static observation perspective, the whole picture presents a dynamic beauty that is both absurd and full of astonishing energy, as if an ownerless object endowed with mysterious vitality is on an unrestrained escape.", + "seed": 2071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_5/index_8098_seed_2071_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5269115038216114, + "vlm_logprob": -0.5269115038216114, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.5269115038216114, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0553486347198486 + ], + "opposite_logprob_tokens": [ + -0.43034860491752625 + ], + "logprob_reward": -1.0553486347198486, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0553486347198486, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23000068962574005, + 0.07246635109186172, + 0.04474931210279465, + 0.06945493817329407, + 0.06674737483263016, + 0.041428402066230774, + 0.05253911390900612, + 0.08604279905557632, + 0.1489924043416977, + 0.18757854402065277 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -1.0553486347198486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096552014350891 + ], + "opposite_logprob_tokens": [ + -4.511096477508545 + ], + "logprob_reward": -0.011096552014350891, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096552014350891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1382743865251541, + 0.11309783905744553, + 0.07857116311788559, + 0.05500810965895653, + 0.1008923277258873, + 0.033364180475473404, + 0.047169435769319534, + 0.03120412863790989, + 0.3431799113750458, + 0.05923858657479286 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.011096552014350891 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497731640934944 + ], + "opposite_logprob_tokens": [ + -2.9299774169921875 + ], + "logprob_reward": -0.05497731640934944, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497731640934944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09439151734113693, + 0.09379212558269501, + 0.1050967276096344, + 0.03643472120165825, + 0.10137630254030228, + 0.072304368019104, + 0.03783920034766197, + 0.05869324132800102, + 0.2430652529001236, + 0.15700660645961761 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.05497731640934944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076509952545166 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.011076509952545166, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076509952545166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.335286945104599, + 0.12814055383205414, + 0.27443403005599976, + 0.036899980157613754, + 0.04225742444396019, + 0.035155877470970154, + 0.016145741567015648, + 0.020877784118056297, + 0.058559712022542953, + 0.05224192142486572 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011076509952545166 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique dark-wood rocking chair with intricate scrollwork carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chair moving down a verdant hillside bathed in brilliant afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chair move at incredible speed, jolting and bouncing violently while leaving a trail of shredded grass and dirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of a vast blue sky with a few white clouds and distant mountains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502058506011963 + ], + "opposite_logprob_tokens": [ + -0.2520584762096405 + ], + "logprob_reward": -1.502058506011963, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502058506011963, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14707861840724945, + 0.12789268791675568, + 0.14864014089107513, + 0.04745585843920708, + 0.06577727198600769, + 0.10359244793653488, + 0.05343576893210411, + 0.0968451201915741, + 0.15674835443496704, + 0.052533768117427826 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -1.502058506011963 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_6/index_tensor([317, 317])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_6/index_tensor([317, 317])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fd215172def478d2ba394692ac39dcdcde6261ba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_6/index_tensor([317, 317])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, low-angle tracking shot follows a snow-white tiger as it stalks through a dense bamboo forest. The beast's flawless white fur contrasts sharply with the deep, inky black stripes across its body. Its powerful muscles ripple beneath its slumped body, brimming with power poised for action. Towering, emerald green bamboo stalks stand densely packed together. Dappled sunlight filters through the gaps between the leaves, casting ever-shifting patterns of light and shadow on the tiger and the damp, fallen leaves. Its head lowered, its sharp amber eyes fixed on an invisible target beyond the frame. With the fluidity and composure of liquid metal, it steals forward silently. Each step is calculated, its massive paws carefully lowered, sinking silently into the soft earth and rotten leaves. Its long tail, nearly touching the ground, maintains absolute stability, only the tip twitching slightly with intense concentration. The entire picture, with green, white and black as the main colors, is filled with an extreme concentration and a tense feeling that is about to break out, creating a primitive, silent and powerful hunting atmosphere.", + "seed": 9880, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_6/index_317_seed_9880_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027228768030181528, + "vlm_logprob": -0.027228768030181528, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.027228768030181528, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04434669762849808 + ], + "opposite_logprob_tokens": [ + -3.169346809387207 + ], + "logprob_reward": -0.04434669762849808, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04434669762849808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1526636779308319, + 0.0327843613922596, + 0.06176166608929634, + 0.052386410534381866, + 0.08165832608938217, + 0.05656879395246506, + 0.2853328585624695, + 0.08596430718898773, + 0.03250961750745773, + 0.15836995840072632 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.04434669762849808 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371366113424301 + ], + "opposite_logprob_tokens": [ + -3.4087135791778564 + ], + "logprob_reward": -0.03371366113424301, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371366113424301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2172507345676422, + 0.25069528818130493, + 0.06325661391019821, + 0.1573113352060318, + 0.05168528854846954, + 0.03192191943526268, + 0.11589618772268295, + 0.022479068487882614, + 0.04015454277396202, + 0.04934900254011154 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.03371366113424301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043055519461631775 + ], + "opposite_logprob_tokens": [ + -3.168055534362793 + ], + "logprob_reward": -0.043055519461631775, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043055519461631775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10543544590473175, + 0.05943933129310608, + 0.04810676351189613, + 0.060123927891254425, + 0.0957661122083664, + 0.16883106529712677, + 0.13898569345474243, + 0.10828495770692825, + 0.07747528702020645, + 0.13755132257938385 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.043055519461631775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540061958134174 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012540061958134174, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540061958134174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09587044268846512, + 0.26374953985214233, + 0.16026416420936584, + 0.0656450167298317, + 0.04425221309065819, + 0.08077852427959442, + 0.11420805752277374, + 0.02205311320722103, + 0.04725177586078644, + 0.10592710971832275 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.012540061958134174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024878999684005976 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024878999684005976, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024878999684005976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13901807367801666, + 0.08727487921714783, + 0.057017967104911804, + 0.09072331339120865, + 0.10653838515281677, + 0.1433761715888977, + 0.08205220848321915, + 0.038894206285476685, + 0.06833819299936295, + 0.1867666095495224 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0024878999684005976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle tracking shot follows a snow-white tiger as it stalks through a dense bamboo forest. The beast's flawless white fur contrasts sharply with the deep, inky black stripes across its body. Its powerful muscles ripple beneath its slumped body, brimming with power poised for action. Towering, emerald green bamboo stalks stand densely packed together. Dappled sunlight filters through the gaps between the leaves, casting ever-shifting patterns of light and shadow on the tiger and the damp, fallen leaves. Its head lowered, its sharp amber eyes fixed on an invisible target beyond the frame. With the fluidity and composure of liquid metal, it steals forward silently. Each step is calculated, its massive paws carefully lowered, sinking silently into the soft earth and rotten leaves. Its long tail, nearly touching the ground, maintains absolute stability, only the tip twitching slightly with intense concentration. The entire picture, with green, white and black as the main colors, is filled with an extreme concentration and a tense feeling that is about to break out, creating a primitive, silent and powerful hunting atmosphere.", + "seed": 9881, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_6/index_317_seed_9881_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01360294003970921, + "vlm_logprob": -0.01360294003970921, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01360294003970921, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03483966737985611 + ], + "opposite_logprob_tokens": [ + -3.409839630126953 + ], + "logprob_reward": -0.03483966737985611, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03483966737985611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06978131830692291, + 0.02086511068046093, + 0.04867998883128166, + 0.023099999874830246, + 0.6841187477111816, + 0.03449735790491104, + 0.07100013643503189, + 0.029143333435058594, + 0.010125523433089256, + 0.008688475005328655 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.03483966737985611 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542063370347023 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.012542063370347023, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542063370347023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25537511706352234, + 0.059564150869846344, + 0.06064119562506676, + 0.059475772082805634, + 0.06886109709739685, + 0.21019762754440308, + 0.21267352998256683, + 0.0309231448918581, + 0.01925295777618885, + 0.02303546480834484 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.012542063370347023 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069907806813717 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069907806813717, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069907806813717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1866965889930725, + 0.06450074166059494, + 0.04198700189590454, + 0.14212089776992798, + 0.04197585955262184, + 0.13886258006095886, + 0.2693158686161041, + 0.052664998918771744, + 0.02046072855591774, + 0.041414711624383926 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.011069907806813717 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12309380620718002, + 0.036912865936756134, + 0.03200067579746246, + 0.04072220250964165, + 0.05999316647648811, + 0.16608929634094238, + 0.42515793442726135, + 0.08826474845409393, + 0.012122639454901218, + 0.015642579644918442 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.007624572142958641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019384894985705614 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019384894985705614, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019384894985705614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2266722023487091, + 0.05830453708767891, + 0.06100938841700554, + 0.05668575316667557, + 0.06334809213876724, + 0.2721382677555084, + 0.13426777720451355, + 0.0347762256860733, + 0.0566147044301033, + 0.036183033138513565 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0019384894985705614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle tracking shot follows a snow-white tiger as it stalks through a dense bamboo forest. The beast's flawless white fur contrasts sharply with the deep, inky black stripes across its body. Its powerful muscles ripple beneath its slumped body, brimming with power poised for action. Towering, emerald green bamboo stalks stand densely packed together. Dappled sunlight filters through the gaps between the leaves, casting ever-shifting patterns of light and shadow on the tiger and the damp, fallen leaves. Its head lowered, its sharp amber eyes fixed on an invisible target beyond the frame. With the fluidity and composure of liquid metal, it steals forward silently. Each step is calculated, its massive paws carefully lowered, sinking silently into the soft earth and rotten leaves. Its long tail, nearly touching the ground, maintains absolute stability, only the tip twitching slightly with intense concentration. The entire picture, with green, white and black as the main colors, is filled with an extreme concentration and a tense feeling that is about to break out, creating a primitive, silent and powerful hunting atmosphere.", + "seed": 9882, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_6/index_317_seed_9882_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017611528886482118, + "vlm_logprob": -0.017611528886482118, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.017611528886482118, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01696924678981304 + ], + "opposite_logprob_tokens": [ + -4.141969203948975 + ], + "logprob_reward": -0.01696924678981304, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01696924678981304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12484046816825867, + 0.14417192339897156, + 0.06207561120390892, + 0.0827116146683693, + 0.3712047338485718, + 0.05532333627343178, + 0.02540293149650097, + 0.05148310214281082, + 0.044012535363435745, + 0.03877372667193413 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.01696924678981304 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980630472302437 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980630472302437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980630472302437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01981077902019024, + 0.8588604927062988, + 0.008504543453454971, + 0.006047468166798353, + 0.0357113741338253, + 0.01971215009689331, + 0.004910617601126432, + 0.007513075601309538, + 0.006575390696525574, + 0.03235407918691635 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.02980630472302437 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280387744307518 + ], + "opposite_logprob_tokens": [ + -3.773280382156372 + ], + "logprob_reward": -0.023280387744307518, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280387744307518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039410918951034546, + 0.7558173537254333, + 0.0191147830337286, + 0.030841093510389328, + 0.054902609437704086, + 0.011354553513228893, + 0.018511544913053513, + 0.014450603164732456, + 0.02805129438638687, + 0.027545219287276268 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.023280387744307518 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062501817941666 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062501817941666, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062501817941666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04554556682705879, + 0.6088778972625732, + 0.015478921122848988, + 0.08263412863016129, + 0.1661263257265091, + 0.01959173195064068, + 0.01018608920276165, + 0.014332168735563755, + 0.021221959963440895, + 0.016005275771021843 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.016062501817941666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019392033573240042 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019392033573240042, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019392033573240042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0303164254873991, + 0.6708070039749146, + 0.015892574563622475, + 0.016510535031557083, + 0.19090230762958527, + 0.035929691046476364, + 0.01578526571393013, + 0.008973116055130959, + 0.007291913032531738, + 0.007591158617287874 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.0019392033573240042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle tracking shot follows a snow-white tiger as it stalks through a dense bamboo forest. The beast's flawless white fur contrasts sharply with the deep, inky black stripes across its body. Its powerful muscles ripple beneath its slumped body, brimming with power poised for action. Towering, emerald green bamboo stalks stand densely packed together. Dappled sunlight filters through the gaps between the leaves, casting ever-shifting patterns of light and shadow on the tiger and the damp, fallen leaves. Its head lowered, its sharp amber eyes fixed on an invisible target beyond the frame. With the fluidity and composure of liquid metal, it steals forward silently. Each step is calculated, its massive paws carefully lowered, sinking silently into the soft earth and rotten leaves. Its long tail, nearly touching the ground, maintains absolute stability, only the tip twitching slightly with intense concentration. The entire picture, with green, white and black as the main colors, is filled with an extreme concentration and a tense feeling that is about to break out, creating a primitive, silent and powerful hunting atmosphere.", + "seed": 9883, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_6/index_317_seed_9883_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020816105511039497, + "vlm_logprob": -0.020816105511039497, + "vlm_yes_no_margin": 4.1999999523162845, + "vlm_token_credit": -0.020816105511039497, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04419261962175369 + ], + "opposite_logprob_tokens": [ + -3.1691925525665283 + ], + "logprob_reward": -0.04419261962175369, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04419261962175369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16050492227077484, + 0.05241144075989723, + 0.033882226794958115, + 0.04614199697971344, + 0.16956642270088196, + 0.18626266717910767, + 0.046388234943151474, + 0.06354746967554092, + 0.15747547149658203, + 0.0838191881775856 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04419261962175369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635316178202629 + ], + "opposite_logprob_tokens": [ + -3.651353120803833 + ], + "logprob_reward": -0.02635316178202629, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635316178202629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33714601397514343, + 0.08050540834665298, + 0.14249897003173828, + 0.07908271253108978, + 0.11953863501548767, + 0.032378967851400375, + 0.04010815545916557, + 0.05906757339835167, + 0.026166202500462532, + 0.08350739628076553 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.02635316178202629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181814506649971 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.0181814506649971, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181814506649971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14538559317588806, + 0.0336725190281868, + 0.04026664420962334, + 0.1024622917175293, + 0.06788188964128494, + 0.05764101445674896, + 0.0842614397406578, + 0.0320410318672657, + 0.017518870532512665, + 0.41886866092681885 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0181814506649971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535941787064075 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012535941787064075, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535941787064075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09943409264087677, + 0.04001754894852638, + 0.056636713445186615, + 0.10165023058652878, + 0.15883028507232666, + 0.04420822486281395, + 0.031029747799038887, + 0.07425795495510101, + 0.03673475608229637, + 0.3572005033493042 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.012535941787064075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snow-white tiger with deep black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dense bamboo forest with emerald green stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tiger moving in a stalking motion with its head lowered and eyes fixed forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot taken from a low angle while tracking the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are dappled sunlight patterns and damp fallen leaves visible on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028173536993563175 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028173536993563175, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028173536993563175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1407640129327774, + 0.10130694508552551, + 0.08918832242488861, + 0.1959119737148285, + 0.15052294731140137, + 0.04519002512097359, + 0.0885680764913559, + 0.08386238664388657, + 0.04427214711904526, + 0.06041320040822029 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0028173536993563175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_8/index_tensor([7527, 7527])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_8/index_tensor([7527, 7527])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..74aa4f105a42c51909718ee05f9774645229ca65 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_8/index_tensor([7527, 7527])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the breathtaking style of anime cinema, the film begins with a majestic, sweeping crane shot, gracefully circling a celestial object as it descends majestically and slowly from a dramatic twilight sky. The central subject is a luminous, ethereal sword, its blade appearing not of forged metal but of solidified, translucent light, radiating a powerful inner glow and continuously emitting shimmering golden particles that drift downward like divine embers. The hilt is a magnificent masterpiece of polished gold, intricately engraved with ancient patterns that capture the ambient light, culminating in a massive, faceted gem set in the pommel that pulsates with a gentle, inner rhythm. As the camera continues its graceful circular path, it reveals the sword against a backdrop of surging indigo and violet clouds, their edges ignited to a fiery purple-red by the last rays of the hidden sun. The sword's own divine radiance creates a brilliant, high-contrast bloom amidst the encroaching darkness. Then the camera tilts downward, completing its arc, to reveal the vast, sleepy landscape below: a panorama of rolling, celluloid-shaded hills and ancient, dark forests cast in deep shadow, bisected by a silvery river that faintly reflects the dying hues of the sky, all steeped in an atmosphere of awe and profound destiny.", + "seed": 5701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_8/index_7527_seed_5701_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017958929855376483, + "vlm_logprob": -0.017958929855376483, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.017958929855376483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02610732987523079 + ], + "opposite_logprob_tokens": [ + -3.7761073112487793 + ], + "logprob_reward": -0.02610732987523079, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02610732987523079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2031511515378952, + 0.14231373369693756, + 0.037093114107847214, + 0.10184276849031448, + 0.04140554368495941, + 0.12977810204029083, + 0.03202343359589577, + 0.05729828029870987, + 0.23053090274333954, + 0.0245630145072937 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02610732987523079 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592818036675453 + ], + "opposite_logprob_tokens": [ + -3.8955929279327393 + ], + "logprob_reward": -0.020592818036675453, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592818036675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11513619869947433, + 0.07698861509561539, + 0.04124096781015396, + 0.11895059049129486, + 0.05562577396631241, + 0.23564793169498444, + 0.050439998507499695, + 0.1870841681957245, + 0.0827014148235321, + 0.03618443012237549 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.020592818036675453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821347445249557 + ], + "opposite_logprob_tokens": [ + -3.5298213958740234 + ], + "logprob_reward": -0.029821347445249557, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821347445249557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18122297525405884, + 0.08836962282657623, + 0.10223131626844406, + 0.09482597559690475, + 0.0406002514064312, + 0.18178437650203705, + 0.032154884189367294, + 0.09711667150259018, + 0.15674574673175812, + 0.024948211386799812 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.029821347445249557 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021971152164041996 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021971152164041996, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021971152164041996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0923994928598404, + 0.05354257673025131, + 0.05227583274245262, + 0.05308304727077484, + 0.044022269546985626, + 0.18946295976638794, + 0.10128942877054214, + 0.06432581692934036, + 0.2690812945365906, + 0.08051726967096329 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.0021971152164041996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107603870332241 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.01107603870332241, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107603870332241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11372662335634232, + 0.047247059643268585, + 0.03392859920859337, + 0.08197187632322311, + 0.06885942071676254, + 0.2837696671485901, + 0.05368408188223839, + 0.09263704717159271, + 0.13083812594413757, + 0.09333747625350952 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.01107603870332241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the breathtaking style of anime cinema, the film begins with a majestic, sweeping crane shot, gracefully circling a celestial object as it descends majestically and slowly from a dramatic twilight sky. The central subject is a luminous, ethereal sword, its blade appearing not of forged metal but of solidified, translucent light, radiating a powerful inner glow and continuously emitting shimmering golden particles that drift downward like divine embers. The hilt is a magnificent masterpiece of polished gold, intricately engraved with ancient patterns that capture the ambient light, culminating in a massive, faceted gem set in the pommel that pulsates with a gentle, inner rhythm. As the camera continues its graceful circular path, it reveals the sword against a backdrop of surging indigo and violet clouds, their edges ignited to a fiery purple-red by the last rays of the hidden sun. The sword's own divine radiance creates a brilliant, high-contrast bloom amidst the encroaching darkness. Then the camera tilts downward, completing its arc, to reveal the vast, sleepy landscape below: a panorama of rolling, celluloid-shaded hills and ancient, dark forests cast in deep shadow, bisected by a silvery river that faintly reflects the dying hues of the sky, all steeped in an atmosphere of awe and profound destiny.", + "seed": 5702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_8/index_7527_seed_5702_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027523062005639077, + "vlm_logprob": -0.027523062005639077, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.027523062005639077, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015525548718869686 + ], + "opposite_logprob_tokens": [ + -4.2655253410339355 + ], + "logprob_reward": -0.015525548718869686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015525548718869686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.150325745344162, + 0.16859978437423706, + 0.024093477055430412, + 0.06645739823579788, + 0.05047474056482315, + 0.0669558048248291, + 0.07466983795166016, + 0.08377664536237717, + 0.23903068900108337, + 0.07561583817005157 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.015525548718869686 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189996480941772 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018189996480941772, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189996480941772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07215359807014465, + 0.1943603754043579, + 0.04081122949719429, + 0.16515427827835083, + 0.035656291991472244, + 0.04821697250008583, + 0.061618559062480927, + 0.054249271750450134, + 0.22530561685562134, + 0.10247378796339035 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.018189996480941772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980699948966503 + ], + "opposite_logprob_tokens": [ + -3.5298070907592773 + ], + "logprob_reward": -0.02980699948966503, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980699948966503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0767718255519867, + 0.11412873864173889, + 0.07813086360692978, + 0.22579912841320038, + 0.024706535041332245, + 0.02861558087170124, + 0.064904123544693, + 0.07637865096330643, + 0.21195994317531586, + 0.09860455989837646 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.02980699948966503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040903957560658455 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.0040903957560658455, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040903957560658455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07064565271139145, + 0.04179828241467476, + 0.03090609982609749, + 0.1869177520275116, + 0.05236387625336647, + 0.10270556807518005, + 0.06467463821172714, + 0.2755548357963562, + 0.06915436685085297, + 0.10527893900871277 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.0040903957560658455 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000236958265305 + ], + "opposite_logprob_tokens": [ + -2.695002317428589 + ], + "logprob_reward": -0.07000236958265305, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000236958265305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12034420669078827, + 0.1355539858341217, + 0.042233921587467194, + 0.10846376419067383, + 0.0482243113219738, + 0.1667429804801941, + 0.03766048699617386, + 0.09222184121608734, + 0.051798511296510696, + 0.1967560350894928 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.07000236958265305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the breathtaking style of anime cinema, the film begins with a majestic, sweeping crane shot, gracefully circling a celestial object as it descends majestically and slowly from a dramatic twilight sky. The central subject is a luminous, ethereal sword, its blade appearing not of forged metal but of solidified, translucent light, radiating a powerful inner glow and continuously emitting shimmering golden particles that drift downward like divine embers. The hilt is a magnificent masterpiece of polished gold, intricately engraved with ancient patterns that capture the ambient light, culminating in a massive, faceted gem set in the pommel that pulsates with a gentle, inner rhythm. As the camera continues its graceful circular path, it reveals the sword against a backdrop of surging indigo and violet clouds, their edges ignited to a fiery purple-red by the last rays of the hidden sun. The sword's own divine radiance creates a brilliant, high-contrast bloom amidst the encroaching darkness. Then the camera tilts downward, completing its arc, to reveal the vast, sleepy landscape below: a panorama of rolling, celluloid-shaded hills and ancient, dark forests cast in deep shadow, bisected by a silvery river that faintly reflects the dying hues of the sky, all steeped in an atmosphere of awe and profound destiny.", + "seed": 5703, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_8/index_7527_seed_5703_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04120507286861539, + "vlm_logprob": -0.04120507286861539, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04120507286861539, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022094525396823883 + ], + "opposite_logprob_tokens": [ + -3.897094488143921 + ], + "logprob_reward": -0.022094525396823883, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022094525396823883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4681924879550934, + 0.05085965245962143, + 0.033709414303302765, + 0.06282234936952591, + 0.026723861694335938, + 0.04097294062376022, + 0.04817826673388481, + 0.1121286153793335, + 0.1344226598739624, + 0.021989723667502403 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.022094525396823883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866931214928627 + ], + "opposite_logprob_tokens": [ + -3.0486693382263184 + ], + "logprob_reward": -0.04866931214928627, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866931214928627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31206271052360535, + 0.1798153668642044, + 0.07311080396175385, + 0.1678033024072647, + 0.020194076001644135, + 0.03749271482229233, + 0.04373716562986374, + 0.05543677136301994, + 0.08596014976501465, + 0.024386925622820854 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04866931214928627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867272078990936 + ], + "opposite_logprob_tokens": [ + -3.048672676086426 + ], + "logprob_reward": -0.04867272078990936, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867272078990936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2558633089065552, + 0.05547580495476723, + 0.028425533324480057, + 0.09779113531112671, + 0.02718810737133026, + 0.06382883340120316, + 0.06971269845962524, + 0.16713835299015045, + 0.2220717966556549, + 0.012504380196332932 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04867272078990936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626465056091547 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626465056091547, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626465056091547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22823230922222137, + 0.07635118812322617, + 0.030769944190979004, + 0.24111080169677734, + 0.04864151403307915, + 0.06691505759954453, + 0.06459362804889679, + 0.0924232229590416, + 0.11414463818073273, + 0.036817654967308044 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.007626465056091547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896234095096588 + ], + "opposite_logprob_tokens": [ + -2.5789623260498047 + ], + "logprob_reward": -0.07896234095096588, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896234095096588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1702548861503601, + 0.05236634984612465, + 0.05272097513079643, + 0.06330124288797379, + 0.08253294974565506, + 0.056967414915561676, + 0.09100615233182907, + 0.1337577849626541, + 0.23087668418884277, + 0.06621551513671875 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.07896234095096588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the breathtaking style of anime cinema, the film begins with a majestic, sweeping crane shot, gracefully circling a celestial object as it descends majestically and slowly from a dramatic twilight sky. The central subject is a luminous, ethereal sword, its blade appearing not of forged metal but of solidified, translucent light, radiating a powerful inner glow and continuously emitting shimmering golden particles that drift downward like divine embers. The hilt is a magnificent masterpiece of polished gold, intricately engraved with ancient patterns that capture the ambient light, culminating in a massive, faceted gem set in the pommel that pulsates with a gentle, inner rhythm. As the camera continues its graceful circular path, it reveals the sword against a backdrop of surging indigo and violet clouds, their edges ignited to a fiery purple-red by the last rays of the hidden sun. The sword's own divine radiance creates a brilliant, high-contrast bloom amidst the encroaching darkness. Then the camera tilts downward, completing its arc, to reveal the vast, sleepy landscape below: a panorama of rolling, celluloid-shaded hills and ancient, dark forests cast in deep shadow, bisected by a silvery river that faintly reflects the dying hues of the sky, all steeped in an atmosphere of awe and profound destiny.", + "seed": 5704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000275/group_8/index_7527_seed_5704_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08576357383280993, + "vlm_logprob": -0.08576357383280993, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.08576357383280993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22881117463111877 + ], + "opposite_logprob_tokens": [ + -1.6038111448287964 + ], + "logprob_reward": -0.22881117463111877, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22881117463111877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.489115446805954, + 0.037299059331417084, + 0.032165661454200745, + 0.06548710912466049, + 0.09911230951547623, + 0.026807205751538277, + 0.031545836478471756, + 0.09545290470123291, + 0.0414903424680233, + 0.08152414858341217 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.22881117463111877 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812931478023529 + ], + "opposite_logprob_tokens": [ + -3.2881293296813965 + ], + "logprob_reward": -0.03812931478023529, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812931478023529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5384301543235779, + 0.06564336270093918, + 0.061491623520851135, + 0.0796232596039772, + 0.04720836877822876, + 0.04783882200717926, + 0.024139344692230225, + 0.057373762130737305, + 0.0316539891064167, + 0.046597305685281754 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03812931478023529 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270921528339386 + ], + "opposite_logprob_tokens": [ + -2.127092123031616 + ], + "logprob_reward": -0.1270921528339386, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270921528339386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.604739785194397, + 0.07513060420751572, + 0.021957384422421455, + 0.025111069902777672, + 0.035734668374061584, + 0.016993669793009758, + 0.018045643344521523, + 0.09675068408250809, + 0.029681667685508728, + 0.0758548229932785 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.1270921528339386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058546058833599 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.02058546058833599, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058546058833599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6508790850639343, + 0.02931307442486286, + 0.13642041385173798, + 0.051669374108314514, + 0.017723338678479195, + 0.030176591128110886, + 0.010761956684291363, + 0.03241923078894615, + 0.02092682756483555, + 0.01971009559929371 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02058546058833599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a luminous sword made of solidified translucent light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword emit shimmering golden particles that drift downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sword's hilt made of polished gold with intricate engravings and a massive faceted gem in the pommel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature surging indigo and violet clouds with edges ignited to fiery purple-red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping circular motion that tilts downward to reveal a landscape of rolling hills and a silvery river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199766330420971 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199766330420971, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199766330420971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17363163828849792, + 0.020749591290950775, + 0.05015368387103081, + 0.04633849859237671, + 0.04884755238890648, + 0.0771854817867279, + 0.0845927745103836, + 0.32967108488082886, + 0.08219185471534729, + 0.08663782477378845 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.014199766330420971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_0/index_tensor([3072, 3072])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_0/index_tensor([3072, 3072])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..29c42f48e11546cd5aa65385b6d3553f755da111 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_0/index_tensor([3072, 3072])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-definition, low-angle, medium-close tracking shot follows an old wooden cart laden with pristine white locust blossoms as it slowly makes its way along a quaint bluestone road. The cart is constructed from heavy, dark brown planks, scarred by time. Its iron wheel hoops are slightly rusted. Inside, a mountain of pristine white locust blossoms threatens to overflow. The warm, soft afternoon sun slants down, illuminating the delicate petals with a crystal-clear translucence, their delicate textures clearly visible. As the wheels roll over the uneven, moss-filled crevices of the flagstones, the cart rises and falls rhythmically. Each slight bump causes the cluster of blossoms on top to tremble slightly, and a few of the lightest petals break free from the pile and drift gently to the ground. Light and shadow follow the cart's movement across the ground. The contrast between the cool tones of the flagstones and the warm sunlight creates a sense of profound tranquility and nostalgia, imbued with the beauty of slow, poetic movement.", + "seed": 2586, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_0/index_3072_seed_2586_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07658457979559899, + "vlm_logprob": -0.07658457979559899, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.07658457979559899, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0806056559085846 + ], + "opposite_logprob_tokens": [ + -2.5806057453155518 + ], + "logprob_reward": -0.0806056559085846, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0806056559085846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3752221167087555, + 0.04812636598944664, + 0.1364537477493286, + 0.028178319334983826, + 0.0434577539563179, + 0.017722444608807564, + 0.01869293674826622, + 0.10231970995664597, + 0.06144547834992409, + 0.16838109493255615 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0806056559085846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498487502336502 + ], + "opposite_logprob_tokens": [ + -2.9299848079681396 + ], + "logprob_reward": -0.05498487502336502, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498487502336502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06743550300598145, + 0.05997658893465996, + 0.08050388097763062, + 0.08680722117424011, + 0.32565850019454956, + 0.019226210191845894, + 0.020426373928785324, + 0.14155571162700653, + 0.07571873813867569, + 0.12269128859043121 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.05498487502336502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799178421497345 + ], + "opposite_logprob_tokens": [ + -1.804917812347412 + ], + "logprob_reward": -0.1799178421497345, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799178421497345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29994499683380127, + 0.07102812081575394, + 0.11165788024663925, + 0.07236094027757645, + 0.09500741213560104, + 0.06254058331251144, + 0.05654889717698097, + 0.09094660729169846, + 0.04855652526021004, + 0.09140804409980774 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.1799178421497345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370870277285576 + ], + "opposite_logprob_tokens": [ + -3.4087088108062744 + ], + "logprob_reward": -0.03370870277285576, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370870277285576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25342071056365967, + 0.0718887597322464, + 0.18149717152118683, + 0.06860345602035522, + 0.055974576622247696, + 0.05537216365337372, + 0.0664212629199028, + 0.0939699038863182, + 0.03651301935315132, + 0.11633899807929993 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03370870277285576 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370582312345505 + ], + "opposite_logprob_tokens": [ + -3.408705711364746 + ], + "logprob_reward": -0.03370582312345505, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370582312345505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17972403764724731, + 0.09737347066402435, + 0.31849783658981323, + 0.05133652314543724, + 0.0326998345553875, + 0.03133668005466461, + 0.02369236759841442, + 0.11420588195323944, + 0.09301681816577911, + 0.05811656638979912 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.03370582312345505 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, low-angle, medium-close tracking shot follows an old wooden cart laden with pristine white locust blossoms as it slowly makes its way along a quaint bluestone road. The cart is constructed from heavy, dark brown planks, scarred by time. Its iron wheel hoops are slightly rusted. Inside, a mountain of pristine white locust blossoms threatens to overflow. The warm, soft afternoon sun slants down, illuminating the delicate petals with a crystal-clear translucence, their delicate textures clearly visible. As the wheels roll over the uneven, moss-filled crevices of the flagstones, the cart rises and falls rhythmically. Each slight bump causes the cluster of blossoms on top to tremble slightly, and a few of the lightest petals break free from the pile and drift gently to the ground. Light and shadow follow the cart's movement across the ground. The contrast between the cool tones of the flagstones and the warm sunlight creates a sense of profound tranquility and nostalgia, imbued with the beauty of slow, poetic movement.", + "seed": 2587, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_0/index_3072_seed_2587_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08034219779074192, + "vlm_logprob": -0.08034219779074192, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.08034219779074192, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11402443796396255 + ], + "opposite_logprob_tokens": [ + -2.2390244007110596 + ], + "logprob_reward": -0.11402443796396255, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11402443796396255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12123920023441315, + 0.08538973331451416, + 0.07437652349472046, + 0.061951134353876114, + 0.062345024198293686, + 0.3107881546020508, + 0.11711308360099792, + 0.053116146475076675, + 0.027674172073602676, + 0.08600685000419617 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.11402443796396255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813860937952995 + ], + "opposite_logprob_tokens": [ + -3.2881386280059814 + ], + "logprob_reward": -0.03813860937952995, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813860937952995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23490622639656067, + 0.055671390146017075, + 0.053041938692331314, + 0.1026381403207779, + 0.015597051940858364, + 0.22226357460021973, + 0.22614271938800812, + 0.03151974081993103, + 0.02375025488436222, + 0.03446897491812706 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.03813860937952995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016269415616989 + ], + "opposite_logprob_tokens": [ + -1.7016268968582153 + ], + "logprob_reward": -0.2016269415616989, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016269415616989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27592337131500244, + 0.22184723615646362, + 0.11574912816286087, + 0.0848110094666481, + 0.06222923472523689, + 0.08385659009218216, + 0.04653763398528099, + 0.017061661928892136, + 0.01820533350110054, + 0.07377877086400986 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2016269415616989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203997328877449 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014203997328877449, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203997328877449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10952188819646835, + 0.059164710342884064, + 0.09438823163509369, + 0.10401447117328644, + 0.039923686534166336, + 0.095810666680336, + 0.1495812088251114, + 0.10829279571771622, + 0.05907939746975899, + 0.18022292852401733 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.014203997328877449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371700271964073 + ], + "opposite_logprob_tokens": [ + -3.408716917037964 + ], + "logprob_reward": -0.03371700271964073, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371700271964073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18560218811035156, + 0.09469213336706161, + 0.05845121294260025, + 0.0582486093044281, + 0.041705548763275146, + 0.14320890605449677, + 0.09359250217676163, + 0.06518306583166122, + 0.07976537197828293, + 0.1795504242181778 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.03371700271964073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, low-angle, medium-close tracking shot follows an old wooden cart laden with pristine white locust blossoms as it slowly makes its way along a quaint bluestone road. The cart is constructed from heavy, dark brown planks, scarred by time. Its iron wheel hoops are slightly rusted. Inside, a mountain of pristine white locust blossoms threatens to overflow. The warm, soft afternoon sun slants down, illuminating the delicate petals with a crystal-clear translucence, their delicate textures clearly visible. As the wheels roll over the uneven, moss-filled crevices of the flagstones, the cart rises and falls rhythmically. Each slight bump causes the cluster of blossoms on top to tremble slightly, and a few of the lightest petals break free from the pile and drift gently to the ground. Light and shadow follow the cart's movement across the ground. The contrast between the cool tones of the flagstones and the warm sunlight creates a sense of profound tranquility and nostalgia, imbued with the beauty of slow, poetic movement.", + "seed": 2588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_0/index_3072_seed_2588_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11380594484508037, + "vlm_logprob": -0.11380594484508037, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.11380594484508037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22769051790237427 + ], + "opposite_logprob_tokens": [ + -1.6026904582977295 + ], + "logprob_reward": -0.22769051790237427, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22769051790237427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08291430026292801, + 0.041148241609334946, + 0.05255933478474617, + 0.09111186116933823, + 0.0799308493733406, + 0.042598068714141846, + 0.13895827531814575, + 0.026644572615623474, + 0.365128755569458, + 0.07900573313236237 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.22769051790237427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035086423158646 + ], + "opposite_logprob_tokens": [ + -2.350350856781006 + ], + "logprob_reward": -0.10035086423158646, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035086423158646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12090182304382324, + 0.05793800577521324, + 0.04171418026089668, + 0.1662469208240509, + 0.08266846090555191, + 0.04619298502802849, + 0.05426882207393646, + 0.029641222208738327, + 0.30332666635513306, + 0.09710097312927246 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.10035086423158646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160727202892303 + ], + "opposite_logprob_tokens": [ + -1.7016072273254395 + ], + "logprob_reward": -0.20160727202892303, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160727202892303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09970410913228989, + 0.04807125777006149, + 0.07381382584571838, + 0.03898704797029495, + 0.10112699121236801, + 0.03671813756227493, + 0.03452230617403984, + 0.05421048402786255, + 0.13998663425445557, + 0.3728591799736023 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.20160727202892303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075992956757545 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016075992956757545, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075992956757545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10561305284500122, + 0.036950260400772095, + 0.0614079050719738, + 0.09907743334770203, + 0.11569222807884216, + 0.18322743475437164, + 0.03710106760263443, + 0.02462523803114891, + 0.2276197373867035, + 0.10868565738201141 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.016075992956757545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305077105760574 + ], + "opposite_logprob_tokens": [ + -3.7733051776885986 + ], + "logprob_reward": -0.023305077105760574, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305077105760574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.126929372549057, + 0.0298465583473444, + 0.03294320032000542, + 0.05911071226000786, + 0.05097333714365959, + 0.04889245703816414, + 0.04344131797552109, + 0.025937216356396675, + 0.5167052149772644, + 0.06522057950496674 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.023305077105760574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-definition, low-angle, medium-close tracking shot follows an old wooden cart laden with pristine white locust blossoms as it slowly makes its way along a quaint bluestone road. The cart is constructed from heavy, dark brown planks, scarred by time. Its iron wheel hoops are slightly rusted. Inside, a mountain of pristine white locust blossoms threatens to overflow. The warm, soft afternoon sun slants down, illuminating the delicate petals with a crystal-clear translucence, their delicate textures clearly visible. As the wheels roll over the uneven, moss-filled crevices of the flagstones, the cart rises and falls rhythmically. Each slight bump causes the cluster of blossoms on top to tremble slightly, and a few of the lightest petals break free from the pile and drift gently to the ground. Light and shadow follow the cart's movement across the ground. The contrast between the cool tones of the flagstones and the warm sunlight creates a sense of profound tranquility and nostalgia, imbued with the beauty of slow, poetic movement.", + "seed": 2589, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_0/index_3072_seed_2589_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08426069989800453, + "vlm_logprob": -0.08426069989800453, + "vlm_yes_no_margin": 2.7750000238418577, + "vlm_token_credit": -0.08426069989800453, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04421748220920563 + ], + "opposite_logprob_tokens": [ + -3.169217586517334 + ], + "logprob_reward": -0.04421748220920563, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04421748220920563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12042390555143356, + 0.10689939558506012, + 0.05068005248904228, + 0.07215489447116852, + 0.07192505151033401, + 0.12258366495370865, + 0.20986449718475342, + 0.05770968273282051, + 0.0748714730143547, + 0.1128874272108078 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.04421748220920563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285294711589813 + ], + "opposite_logprob_tokens": [ + -2.017853021621704 + ], + "logprob_reward": -0.14285294711589813, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14285294711589813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3733292818069458, + 0.1276204138994217, + 0.05046742781996727, + 0.08271685987710953, + 0.02948671393096447, + 0.04844510182738304, + 0.13677899539470673, + 0.056841425597667694, + 0.070797398686409, + 0.02351643517613411 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.14285294711589813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993426322937012 + ], + "opposite_logprob_tokens": [ + -1.8049342632293701 + ], + "logprob_reward": -0.17993426322937012, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993426322937012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.260809063911438, + 0.10364171862602234, + 0.03923241049051285, + 0.09890642017126083, + 0.07289861142635345, + 0.09797126054763794, + 0.05962550267577171, + 0.18179640173912048, + 0.05022483319044113, + 0.03489365056157112 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.17993426322937012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058802917599678 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058802917599678, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058802917599678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16145825386047363, + 0.04147050529718399, + 0.05592453107237816, + 0.18694990873336792, + 0.04943499714136124, + 0.11272744834423065, + 0.20571136474609375, + 0.07792245596647263, + 0.07467996329069138, + 0.03372059762477875 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.02058802917599678 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old wooden cart constructed from heavy, dark brown planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cart laden with a large pile of pristine white locust blossoms that threatens to overflow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cart moving along a quaint bluestone road with uneven, moss-filled crevices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a low-angle, medium-close tracking shot following the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the iron wheel hoops of the cart visible and slightly rusted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710777759552 + ], + "opposite_logprob_tokens": [ + -3.4087107181549072 + ], + "logprob_reward": -0.033710777759552, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710777759552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16628539562225342, + 0.0727681964635849, + 0.07372397184371948, + 0.1037600114941597, + 0.05630144104361534, + 0.20923005044460297, + 0.13115887343883514, + 0.07323092222213745, + 0.07478208839893341, + 0.03875908628106117 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.033710777759552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_1/index_tensor([5593, 5593])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_1/index_tensor([5593, 5593])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fec9df306d5d2d384523c74c013c500cedcf44f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_1/index_tensor([5593, 5593])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, static close-up focuses on a glowing crystalline cube suspended in an inky void, its form rendered in surreal detail. Composed of a translucent prismatic material, the cube emanates a brilliant, cool white light from its core, refracting through its intricate internal facets. Desperately struggling to maintain the integrity of its geometry, it oscillates violently in high-frequency vibrations, sending subtle ripples across its polished surface. At each of its eight vertices, crackling, iridescent strands of pure energy, akin to visible magnetism, shimmer in a chaotic, shifting spectrum of violet, electric blue, and acidic green. These tendrils strain with immense, pulsating force, visibly stretching the cube's corners, causing its edges to temporarily blur and distort. The cube resists, its shape abruptly returning to a perfect ninety-degree angle before immediately contorting again, creating a visceral and tense atmosphere of a powerful object on the brink of catastrophic collapse.", + "seed": 22004, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_1/index_5593_seed_22004_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02186891611199826, + "vlm_logprob": -0.02186891611199826, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.02186891611199826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006340388208627701 + ], + "opposite_logprob_tokens": [ + -5.131340503692627 + ], + "logprob_reward": -0.006340388208627701, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006340388208627701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4014487862586975, + 0.09055126458406448, + 0.023795882239937782, + 0.02285013161599636, + 0.049482591450214386, + 0.03816544637084007, + 0.026764201000332832, + 0.1360633671283722, + 0.031137438490986824, + 0.17974084615707397 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.006340388208627701 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010521834483370185 + ], + "opposite_logprob_tokens": [ + -6.876052379608154 + ], + "logprob_reward": -0.0010521834483370185, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010521834483370185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.197810098528862, + 0.15740478038787842, + 0.05332915484905243, + 0.10309812426567078, + 0.07276740670204163, + 0.059912536293268204, + 0.021152768284082413, + 0.09900146722793579, + 0.030695460736751556, + 0.20482821762561798 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0010521834483370185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232976246625185 + ], + "opposite_logprob_tokens": [ + -3.7732975482940674 + ], + "logprob_reward": -0.0232976246625185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232976246625185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22533443570137024, + 0.11367258429527283, + 0.04596433788537979, + 0.04509074240922928, + 0.05069117248058319, + 0.06338398903608322, + 0.03727142512798309, + 0.1763410121202469, + 0.04493817314505577, + 0.1973121166229248 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0232976246625185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001681625843048 + ], + "opposite_logprob_tokens": [ + -2.695016860961914 + ], + "logprob_reward": -0.07001681625843048, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001681625843048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16200146079063416, + 0.07520189881324768, + 0.06710460036993027, + 0.059467531740665436, + 0.1668553352355957, + 0.15960834920406342, + 0.021301044151186943, + 0.06260262429714203, + 0.030118826776742935, + 0.1957382708787918 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.07001681625843048 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637567982077599 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637567982077599, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637567982077599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27854281663894653, + 0.1033908873796463, + 0.0708698108792305, + 0.05370456725358963, + 0.06198721006512642, + 0.09048256278038025, + 0.040758803486824036, + 0.11837457865476608, + 0.026476966217160225, + 0.15541177988052368 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.008637567982077599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up focuses on a glowing crystalline cube suspended in an inky void, its form rendered in surreal detail. Composed of a translucent prismatic material, the cube emanates a brilliant, cool white light from its core, refracting through its intricate internal facets. Desperately struggling to maintain the integrity of its geometry, it oscillates violently in high-frequency vibrations, sending subtle ripples across its polished surface. At each of its eight vertices, crackling, iridescent strands of pure energy, akin to visible magnetism, shimmer in a chaotic, shifting spectrum of violet, electric blue, and acidic green. These tendrils strain with immense, pulsating force, visibly stretching the cube's corners, causing its edges to temporarily blur and distort. The cube resists, its shape abruptly returning to a perfect ninety-degree angle before immediately contorting again, creating a visceral and tense atmosphere of a powerful object on the brink of catastrophic collapse.", + "seed": 22005, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_1/index_5593_seed_22005_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10471275579184294, + "vlm_logprob": -0.10471275579184294, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.10471275579184294, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3139248192310333 + ], + "opposite_logprob_tokens": [ + -1.313924789428711 + ], + "logprob_reward": -0.3139248192310333, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3139248192310333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09150858968496323, + 0.03654782101511955, + 0.05743064358830452, + 0.5904188752174377, + 0.05058281496167183, + 0.052203524857759476, + 0.012414425611495972, + 0.040786370635032654, + 0.026179471984505653, + 0.04192749038338661 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.3139248192310333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009804663248360157 + ], + "opposite_logprob_tokens": [ + -4.634804725646973 + ], + "logprob_reward": -0.009804663248360157, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009804663248360157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061899445950984955, + 0.05338934063911438, + 0.08592399209737778, + 0.2647986114025116, + 0.07783862948417664, + 0.18439334630966187, + 0.030339013785123825, + 0.046048715710639954, + 0.11413754522800446, + 0.08123136311769485 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.009804663248360157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371504321694374 + ], + "opposite_logprob_tokens": [ + -3.408715009689331 + ], + "logprob_reward": -0.03371504321694374, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371504321694374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06968691200017929, + 0.05008095130324364, + 0.0308795515447855, + 0.16863474249839783, + 0.04136476665735245, + 0.25691860914230347, + 0.03608115017414093, + 0.026358885690569878, + 0.28125351667404175, + 0.0387408472597599 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.03371504321694374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281801879405975 + ], + "opposite_logprob_tokens": [ + -2.017817974090576 + ], + "logprob_reward": -0.14281801879405975, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281801879405975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13044919073581696, + 0.09415572136640549, + 0.0988241657614708, + 0.344066858291626, + 0.026261694729328156, + 0.08932971954345703, + 0.04305898770689964, + 0.05385702848434448, + 0.06769188493490219, + 0.05230480059981346 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.14281801879405975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330123446881771 + ], + "opposite_logprob_tokens": [ + -3.773301124572754 + ], + "logprob_reward": -0.02330123446881771, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330123446881771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1666012406349182, + 0.06648953258991241, + 0.07446984201669693, + 0.15366721153259277, + 0.1370042860507965, + 0.17318953573703766, + 0.02254386804997921, + 0.03363126143813133, + 0.09164809435606003, + 0.08075509965419769 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.02330123446881771 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up focuses on a glowing crystalline cube suspended in an inky void, its form rendered in surreal detail. Composed of a translucent prismatic material, the cube emanates a brilliant, cool white light from its core, refracting through its intricate internal facets. Desperately struggling to maintain the integrity of its geometry, it oscillates violently in high-frequency vibrations, sending subtle ripples across its polished surface. At each of its eight vertices, crackling, iridescent strands of pure energy, akin to visible magnetism, shimmer in a chaotic, shifting spectrum of violet, electric blue, and acidic green. These tendrils strain with immense, pulsating force, visibly stretching the cube's corners, causing its edges to temporarily blur and distort. The cube resists, its shape abruptly returning to a perfect ninety-degree angle before immediately contorting again, creating a visceral and tense atmosphere of a powerful object on the brink of catastrophic collapse.", + "seed": 22006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_1/index_5593_seed_22006_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05913746068254113, + "vlm_logprob": -0.05913746068254113, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.05913746068254113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04903736338019371 + ], + "opposite_logprob_tokens": [ + -3.049037456512451 + ], + "logprob_reward": -0.04903736338019371, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04903736338019371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11436767131090164, + 0.0876140296459198, + 0.1486932635307312, + 0.023668911308050156, + 0.3686383366584778, + 0.013099276460707188, + 0.055062081664800644, + 0.14881126582622528, + 0.02497819997370243, + 0.015066927298903465 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.04903736338019371 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017260904423892498 + ], + "opposite_logprob_tokens": [ + -6.376726150512695 + ], + "logprob_reward": -0.0017260904423892498, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017260904423892498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12784519791603088, + 0.08210490643978119, + 0.09030397981405258, + 0.013468218967318535, + 0.4755588173866272, + 0.007252620067447424, + 0.0447780005633831, + 0.11912450194358826, + 0.022342856973409653, + 0.01722099632024765 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0017260904423892498 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810877725481987 + ], + "opposite_logprob_tokens": [ + -3.2881088256835938 + ], + "logprob_reward": -0.03810877725481987, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810877725481987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.099054254591465, + 0.08424627035856247, + 0.05015300214290619, + 0.011474838480353355, + 0.4020520746707916, + 0.014447066001594067, + 0.02357143722474575, + 0.24751566350460052, + 0.04476960003376007, + 0.02271583490073681 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.03810877725481987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156234502792358 + ], + "opposite_logprob_tokens": [ + -1.7015624046325684 + ], + "logprob_reward": -0.20156234502792358, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156234502792358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0692877322435379, + 0.03560200706124306, + 0.020135508850216866, + 0.00996199157088995, + 0.6063964366912842, + 0.017105232924222946, + 0.016228076070547104, + 0.09893865138292313, + 0.11089073866605759, + 0.015453604981303215 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.20156234502792358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252727307379246 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252727307379246, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252727307379246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16941611468791962, + 0.04810603708028793, + 0.041214630007743835, + 0.019243959337472916, + 0.05092360079288483, + 0.027753449976444244, + 0.03416877239942551, + 0.4158822298049927, + 0.162353977560997, + 0.03093719109892845 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.005252727307379246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up focuses on a glowing crystalline cube suspended in an inky void, its form rendered in surreal detail. Composed of a translucent prismatic material, the cube emanates a brilliant, cool white light from its core, refracting through its intricate internal facets. Desperately struggling to maintain the integrity of its geometry, it oscillates violently in high-frequency vibrations, sending subtle ripples across its polished surface. At each of its eight vertices, crackling, iridescent strands of pure energy, akin to visible magnetism, shimmer in a chaotic, shifting spectrum of violet, electric blue, and acidic green. These tendrils strain with immense, pulsating force, visibly stretching the cube's corners, causing its edges to temporarily blur and distort. The cube resists, its shape abruptly returning to a perfect ninety-degree angle before immediately contorting again, creating a visceral and tense atmosphere of a powerful object on the brink of catastrophic collapse.", + "seed": 22007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_1/index_5593_seed_22007_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015211517084389925, + "vlm_logprob": -0.015211517084389925, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.015211517084389925, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007984387688338757 + ], + "opposite_logprob_tokens": [ + -4.882984161376953 + ], + "logprob_reward": -0.007984387688338757, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007984387688338757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2064530998468399, + 0.09579095989465714, + 0.11805466562509537, + 0.2615492641925812, + 0.03615845739841461, + 0.03669796884059906, + 0.050422221422195435, + 0.09660246223211288, + 0.06155082583427429, + 0.03672008961439133 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.007984387688338757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017271614633500576 + ], + "opposite_logprob_tokens": [ + -6.376727104187012 + ], + "logprob_reward": -0.0017271614633500576, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017271614633500576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18974192440509796, + 0.09093031287193298, + 0.1187213808298111, + 0.2809314727783203, + 0.03082992695271969, + 0.06218595430254936, + 0.029228316619992256, + 0.05008505657315254, + 0.025991709902882576, + 0.12135392427444458 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0017271614633500576 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060437947511673 + ], + "opposite_logprob_tokens": [ + -3.895604372024536 + ], + "logprob_reward": -0.02060437947511673, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060437947511673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07601144909858704, + 0.04631050303578377, + 0.06292098015546799, + 0.12770086526870728, + 0.08816681802272797, + 0.04691742733120918, + 0.0475364550948143, + 0.11215712875127792, + 0.025592191144824028, + 0.3666861951351166 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.02060437947511673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810785710811615 + ], + "opposite_logprob_tokens": [ + -3.2881078720092773 + ], + "logprob_reward": -0.03810785710811615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810785710811615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1503032147884369, + 0.06501945108175278, + 0.11815546452999115, + 0.060741204768419266, + 0.07643615454435349, + 0.0428709052503109, + 0.06966231763362885, + 0.17796052992343903, + 0.018443690612912178, + 0.22040708363056183 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.03810785710811615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing crystalline cube suspended in an inky void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cube made of a translucent prismatic material emitting a brilliant cool white light from its core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are crackling iridescent energy strands visible at each of the cube's eight vertices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cube oscillate violently with high-frequency vibrations causing its edges to blur and distort?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a tight, static close-up focused on the cube?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633799687027931 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633799687027931, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633799687027931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17001768946647644, + 0.11585479974746704, + 0.19955338537693024, + 0.04927241802215576, + 0.029811611399054527, + 0.10095201432704926, + 0.15902073681354523, + 0.04506970942020416, + 0.038053248077631, + 0.09239441156387329 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.007633799687027931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_10/index_tensor([2847, 2847])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_10/index_tensor([2847, 2847])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9a2b154c41d7de8137b8d506d1a78f35e3893ae1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_10/index_tensor([2847, 2847])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning, high-definition close-up begins with a finely mossed, rough-textured apple branch, upon which hangs a perfectly formed, round, plump red apple. In the soft, golden morning light, its vibrant crimson skin is shrouded in countless shimmering dewdrops, each a miniature magnifying glass, reflecting the surrounding greenery and the morning light. Suddenly, with an almost imperceptible click, the apple's stem detaches from the branch, and the camera rapidly tilts downward, capturing the apple's plummeting fall, the dewdrops on its surface slightly deformed by the acceleration. It gently impacts the soft, lush grass below with a dull, springy thud, and the camera shifts to a low-angle tracking angle, close to the ground. After the collision, the apple rolled forward steadily and calmly, the water droplets on the surface trembling slightly during the movement, and some larger dewdrops slid down along the smooth arc, leaving a fleeting wet mark on the grass blades; when it lightly touched a small piece of slightly raised ground, its rolling trajectory took a smooth and natural deflection, continuing to move in the new direction, and finally slowly slowing down and stopping next to a blade of grass illuminated by the sun. The whole picture was filled with a tranquil and fresh natural atmosphere in the warm light and shadow, presenting a vibrant pastoral poetry.", + "seed": 29096, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_10/index_2847_seed_29096_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.041935560293495655, + "vlm_logprob": -0.041935560293495655, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.041935560293495655, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013902139849960804 + ], + "opposite_logprob_tokens": [ + -4.388902187347412 + ], + "logprob_reward": -0.013902139849960804, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013902139849960804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08883944898843765, + 0.07962343841791153, + 0.5512875914573669, + 0.04802606254816055, + 0.04987936466932297, + 0.06069657579064369, + 0.02883933298289776, + 0.055068641901016235, + 0.018527895212173462, + 0.019211603328585625 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.013902139849960804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062132980674505234 + ], + "opposite_logprob_tokens": [ + -2.8121330738067627 + ], + "logprob_reward": -0.062132980674505234, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062132980674505234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22771552205085754, + 0.034816425293684006, + 0.25234293937683105, + 0.04839184507727623, + 0.05616340413689613, + 0.18545077741146088, + 0.04000861570239067, + 0.03686957061290741, + 0.07885374128818512, + 0.039387091994285583 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.062132980674505234 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909355103969574 + ], + "opposite_logprob_tokens": [ + -2.4640934467315674 + ], + "logprob_reward": -0.08909355103969574, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909355103969574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06916604936122894, + 0.039650339633226395, + 0.6837406158447266, + 0.02098814770579338, + 0.050466857850551605, + 0.04489947482943535, + 0.03998337313532829, + 0.02212201990187168, + 0.01591016910970211, + 0.013072974048554897 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.08909355103969574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819608360528946 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.01819608360528946, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819608360528946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07846418023109436, + 0.035979073494672775, + 0.6593977808952332, + 0.035256583243608475, + 0.06416703015565872, + 0.04467756301164627, + 0.024038804695010185, + 0.022605203092098236, + 0.015416846610605717, + 0.019996939226984978 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.01819608360528946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635304629802704 + ], + "opposite_logprob_tokens": [ + -3.651353120803833 + ], + "logprob_reward": -0.02635304629802704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635304629802704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08056105673313141, + 0.042584847658872604, + 0.3874754011631012, + 0.02505876123905182, + 0.044944778084754944, + 0.14436538517475128, + 0.08780255168676376, + 0.047000110149383545, + 0.06480026245117188, + 0.07540684938430786 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.02635304629802704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, high-definition close-up begins with a finely mossed, rough-textured apple branch, upon which hangs a perfectly formed, round, plump red apple. In the soft, golden morning light, its vibrant crimson skin is shrouded in countless shimmering dewdrops, each a miniature magnifying glass, reflecting the surrounding greenery and the morning light. Suddenly, with an almost imperceptible click, the apple's stem detaches from the branch, and the camera rapidly tilts downward, capturing the apple's plummeting fall, the dewdrops on its surface slightly deformed by the acceleration. It gently impacts the soft, lush grass below with a dull, springy thud, and the camera shifts to a low-angle tracking angle, close to the ground. After the collision, the apple rolled forward steadily and calmly, the water droplets on the surface trembling slightly during the movement, and some larger dewdrops slid down along the smooth arc, leaving a fleeting wet mark on the grass blades; when it lightly touched a small piece of slightly raised ground, its rolling trajectory took a smooth and natural deflection, continuing to move in the new direction, and finally slowly slowing down and stopping next to a blade of grass illuminated by the sun. The whole picture was filled with a tranquil and fresh natural atmosphere in the warm light and shadow, presenting a vibrant pastoral poetry.", + "seed": 29097, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_10/index_2847_seed_29097_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.046939197927713394, + "vlm_logprob": -0.046939197927713394, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.046939197927713394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027188099920749664 + ], + "opposite_logprob_tokens": [ + -3.6521880626678467 + ], + "logprob_reward": -0.027188099920749664, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027188099920749664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2061326950788498, + 0.05740159749984741, + 0.07589449733495712, + 0.02531726472079754, + 0.05764826387166977, + 0.3285472095012665, + 0.10261958837509155, + 0.06647840887308121, + 0.05000123754143715, + 0.02995929680764675 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.027188099920749664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06213074177503586 + ], + "opposite_logprob_tokens": [ + -2.8121306896209717 + ], + "logprob_reward": -0.06213074177503586, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06213074177503586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15444913506507874, + 0.034411098808050156, + 0.06466656178236008, + 0.023882878944277763, + 0.04829821363091469, + 0.1449958086013794, + 0.34630927443504333, + 0.03974258154630661, + 0.029154397547245026, + 0.11408999562263489 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.06213074177503586 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908592164516449 + ], + "opposite_logprob_tokens": [ + -2.464085817337036 + ], + "logprob_reward": -0.08908592164516449, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908592164516449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14824634790420532, + 0.1863110065460205, + 0.06598234176635742, + 0.02441486343741417, + 0.034552864730358124, + 0.05451589077711105, + 0.4252013564109802, + 0.02392464503645897, + 0.016453297808766365, + 0.020397411659359932 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.08908592164516449 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191400915384293 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.018191400915384293, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191400915384293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06926841288805008, + 0.055546291172504425, + 0.20404045283794403, + 0.07902596145868301, + 0.08958753198385239, + 0.09077800065279007, + 0.2885982096195221, + 0.04011702910065651, + 0.058212462812662125, + 0.024825606495141983 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.018191400915384293 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099825382232666 + ], + "opposite_logprob_tokens": [ + -3.288099765777588 + ], + "logprob_reward": -0.038099825382232666, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099825382232666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12441983819007874, + 0.08623779565095901, + 0.06482788920402527, + 0.03858611732721329, + 0.04591543227434158, + 0.05170395225286484, + 0.3708060085773468, + 0.07018746435642242, + 0.06837882846593857, + 0.07893668115139008 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.038099825382232666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, high-definition close-up begins with a finely mossed, rough-textured apple branch, upon which hangs a perfectly formed, round, plump red apple. In the soft, golden morning light, its vibrant crimson skin is shrouded in countless shimmering dewdrops, each a miniature magnifying glass, reflecting the surrounding greenery and the morning light. Suddenly, with an almost imperceptible click, the apple's stem detaches from the branch, and the camera rapidly tilts downward, capturing the apple's plummeting fall, the dewdrops on its surface slightly deformed by the acceleration. It gently impacts the soft, lush grass below with a dull, springy thud, and the camera shifts to a low-angle tracking angle, close to the ground. After the collision, the apple rolled forward steadily and calmly, the water droplets on the surface trembling slightly during the movement, and some larger dewdrops slid down along the smooth arc, leaving a fleeting wet mark on the grass blades; when it lightly touched a small piece of slightly raised ground, its rolling trajectory took a smooth and natural deflection, continuing to move in the new direction, and finally slowly slowing down and stopping next to a blade of grass illuminated by the sun. The whole picture was filled with a tranquil and fresh natural atmosphere in the warm light and shadow, presenting a vibrant pastoral poetry.", + "seed": 29098, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_10/index_2847_seed_29098_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02519700825214386, + "vlm_logprob": -0.02519700825214386, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02519700825214386, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005993963219225407 + ], + "opposite_logprob_tokens": [ + -5.380993843078613 + ], + "logprob_reward": -0.005993963219225407, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005993963219225407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.178835928440094, + 0.050846293568611145, + 0.09330818057060242, + 0.06770209223031998, + 0.1058739498257637, + 0.1921500712633133, + 0.02705380879342556, + 0.04249459132552147, + 0.2180147022008896, + 0.02372041903436184 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.005993963219225407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03377946838736534 + ], + "opposite_logprob_tokens": [ + -3.4087793827056885 + ], + "logprob_reward": -0.03377946838736534, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03377946838736534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18025930225849152, + 0.08045641332864761, + 0.12815825641155243, + 0.21140585839748383, + 0.03177012875676155, + 0.1790686398744583, + 0.0352463461458683, + 0.051798414438962936, + 0.02230391465127468, + 0.07953271269798279 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.03377946838736534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0487140491604805 + ], + "opposite_logprob_tokens": [ + -3.0487141609191895 + ], + "logprob_reward": -0.0487140491604805, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0487140491604805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07387116551399231, + 0.10193689167499542, + 0.111850306391716, + 0.11076278239488602, + 0.1664450615644455, + 0.33455049991607666, + 0.03479798510670662, + 0.02037973701953888, + 0.02811465598642826, + 0.017290882766246796 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.0487140491604805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205760322511196 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.014205760322511196, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205760322511196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15156953036785126, + 0.06719902902841568, + 0.1687711626291275, + 0.23650050163269043, + 0.08415517956018448, + 0.03395505249500275, + 0.02057739719748497, + 0.016970761120319366, + 0.1952148824930191, + 0.0250864215195179 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.014205760322511196 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291800171136856 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291800171136856, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291800171136856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07477367669343948, + 0.04691383242607117, + 0.10147937387228012, + 0.07989778369665146, + 0.09602847695350647, + 0.37184402346611023, + 0.028691986575722694, + 0.020571762695908546, + 0.10980008542537689, + 0.06999894976615906 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.023291800171136856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, high-definition close-up begins with a finely mossed, rough-textured apple branch, upon which hangs a perfectly formed, round, plump red apple. In the soft, golden morning light, its vibrant crimson skin is shrouded in countless shimmering dewdrops, each a miniature magnifying glass, reflecting the surrounding greenery and the morning light. Suddenly, with an almost imperceptible click, the apple's stem detaches from the branch, and the camera rapidly tilts downward, capturing the apple's plummeting fall, the dewdrops on its surface slightly deformed by the acceleration. It gently impacts the soft, lush grass below with a dull, springy thud, and the camera shifts to a low-angle tracking angle, close to the ground. After the collision, the apple rolled forward steadily and calmly, the water droplets on the surface trembling slightly during the movement, and some larger dewdrops slid down along the smooth arc, leaving a fleeting wet mark on the grass blades; when it lightly touched a small piece of slightly raised ground, its rolling trajectory took a smooth and natural deflection, continuing to move in the new direction, and finally slowly slowing down and stopping next to a blade of grass illuminated by the sun. The whole picture was filled with a tranquil and fresh natural atmosphere in the warm light and shadow, presenting a vibrant pastoral poetry.", + "seed": 29099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_10/index_2847_seed_29099_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.031153699010610582, + "vlm_logprob": -0.031153699010610582, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.031153699010610582, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015264477580785751 + ], + "opposite_logprob_tokens": [ + -4.265264511108398 + ], + "logprob_reward": -0.015264477580785751, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015264477580785751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12887780368328094, + 0.09922628849744797, + 0.2846521735191345, + 0.046423595398664474, + 0.03572465479373932, + 0.2406814694404602, + 0.08231019228696823, + 0.04728228226304054, + 0.01943301036953926, + 0.01538847479969263 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.015264477580785751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07010494917631149 + ], + "opposite_logprob_tokens": [ + -2.6951048374176025 + ], + "logprob_reward": -0.07010494917631149, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07010494917631149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2197105586528778, + 0.16850826144218445, + 0.10124088823795319, + 0.12531305849552155, + 0.04353383556008339, + 0.0712343379855156, + 0.06530997902154922, + 0.09374943375587463, + 0.031176911666989326, + 0.0802227035164833 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07010494917631149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033739130944013596 + ], + "opposite_logprob_tokens": [ + -3.4087390899658203 + ], + "logprob_reward": -0.033739130944013596, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033739130944013596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08909516036510468, + 0.10660533607006073, + 0.35590383410453796, + 0.09547807276248932, + 0.04426410421729088, + 0.13538673520088196, + 0.02054142765700817, + 0.08962623029947281, + 0.034819670021533966, + 0.028279442340135574 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.033739130944013596 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607634499669075 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607634499669075, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607634499669075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08261951804161072, + 0.13882024586200714, + 0.3415074348449707, + 0.10756918042898178, + 0.044618044048547745, + 0.14985054731369019, + 0.03829515352845192, + 0.041498132050037384, + 0.02461647242307663, + 0.030605293810367584 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.01607634499669075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a rough-textured apple branch with a round, plump red apple hanging from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the apple have vibrant crimson skin covered in shimmering dewdrops that reflect the surrounding greenery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the apple detach from the stem and fall, causing the dewdrops to deform due to acceleration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera rapidly tilt downward to capture the fall, then shift to a low-angle tracking angle close to the ground after impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple roll across the grass, deflecting off a small raised patch of ground before slowing down and stopping next to a sunlit blade of grass?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583592355251312 + ], + "opposite_logprob_tokens": [ + -3.8955836296081543 + ], + "logprob_reward": -0.020583592355251312, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583592355251312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05826089158654213, + 0.05681687593460083, + 0.132356196641922, + 0.24934065341949463, + 0.07811310887336731, + 0.11518016457557678, + 0.0489935502409935, + 0.12185604870319366, + 0.0600602850317955, + 0.07902225106954575 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.020583592355251312 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_11/index_tensor([6906, 6906])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_11/index_tensor([6906, 6906])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bc26dca45432f47a7fa665f937ff45d291f1590c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_11/index_tensor([6906, 6906])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from an overhead angle, immerses the viewer in a world constructed entirely of retro pixels. In the center of the frame, a warrior sinks his weight, his legs firmly planted on a ground composed of dark-toned pixel blocks. His flowing hair, composed of white pixels, sways subtly in motion, and his resolute features are defined by simple pixel lines. He wears a long, charcoal-black trench coat, the hem swinging violently with the force of his actions, its wrinkles, composed of pixelated patterns, clearly visible. The warrior raises his hands above his head, tightly gripping an exaggeratedly large sword, its blade gleaming with a metallic sheen punctuated by high-gloss pixels. As he brings his mighty sword down, the moment the tip impacts the ground, the entire frame vibrates violently, mimicking camera shake, and is briefly blurred out of focus. With the impact point as the center, the ground instantly cracked, and countless rough pixel fragments of various sizes explosively splashed in all directions. At the same time, a dazzling white pixel halo suddenly spread out, creating an epic and powerful battle atmosphere.", + "seed": 20343, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_11/index_6906_seed_20343_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12512168628163636, + "vlm_logprob": -0.12512168628163636, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.12512168628163636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4494760036468506 + ], + "opposite_logprob_tokens": [ + -1.1994760036468506 + ], + "logprob_reward": -0.4494760036468506, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.4494760036468506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19828499853610992, + 0.18086519837379456, + 0.06546123325824738, + 0.10029401630163193, + 0.07552768290042877, + 0.054263997822999954, + 0.1117723286151886, + 0.11333168298006058, + 0.04984292760491371, + 0.05035591125488281 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.4494760036468506 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285729825496674 + ], + "opposite_logprob_tokens": [ + -2.017857313156128 + ], + "logprob_reward": -0.14285729825496674, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285729825496674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21456557512283325, + 0.11671238392591476, + 0.1369602531194687, + 0.040495943278074265, + 0.0412738211452961, + 0.038430795073509216, + 0.07419078797101974, + 0.2109702229499817, + 0.03855559974908829, + 0.0878445953130722 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.14285729825496674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635977976024151 + ], + "opposite_logprob_tokens": [ + -3.651359796524048 + ], + "logprob_reward": -0.02635977976024151, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635977976024151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3654874563217163, + 0.09139895439147949, + 0.05795861408114433, + 0.04370138421654701, + 0.10961537063121796, + 0.03987327590584755, + 0.09816019237041473, + 0.07523034512996674, + 0.03445596247911453, + 0.08411837369203568 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.02635977976024151 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040965694934129715 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.0040965694934129715, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040965694934129715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21178488433361053, + 0.08041515201330185, + 0.07611031085252762, + 0.0692439004778862, + 0.054616786539554596, + 0.05913698673248291, + 0.14016792178153992, + 0.24318046867847443, + 0.0431266687810421, + 0.02221689373254776 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0040965694934129715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028187802527099848 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.0028187802527099848, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028187802527099848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08024000376462936, + 0.10399841517210007, + 0.03639207407832146, + 0.12348787486553192, + 0.054543387144804, + 0.027398448437452316, + 0.08324161171913147, + 0.32652392983436584, + 0.13042952120304108, + 0.03374471142888069 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.0028187802527099848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an overhead angle, immerses the viewer in a world constructed entirely of retro pixels. In the center of the frame, a warrior sinks his weight, his legs firmly planted on a ground composed of dark-toned pixel blocks. His flowing hair, composed of white pixels, sways subtly in motion, and his resolute features are defined by simple pixel lines. He wears a long, charcoal-black trench coat, the hem swinging violently with the force of his actions, its wrinkles, composed of pixelated patterns, clearly visible. The warrior raises his hands above his head, tightly gripping an exaggeratedly large sword, its blade gleaming with a metallic sheen punctuated by high-gloss pixels. As he brings his mighty sword down, the moment the tip impacts the ground, the entire frame vibrates violently, mimicking camera shake, and is briefly blurred out of focus. With the impact point as the center, the ground instantly cracked, and countless rough pixel fragments of various sizes explosively splashed in all directions. At the same time, a dazzling white pixel halo suddenly spread out, creating an epic and powerful battle atmosphere.", + "seed": 20344, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_11/index_6906_seed_20344_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17309926506131887, + "vlm_logprob": -0.17309926506131887, + "vlm_yes_no_margin": 2.774999976158142, + "vlm_token_credit": -0.17309926506131887, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6066856384277344 + ], + "opposite_logprob_tokens": [ + -0.8566856384277344 + ], + "logprob_reward": -0.6066856384277344, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6066856384277344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10220813006162643, + 0.058675628155469894, + 0.03611823916435242, + 0.22251464426517487, + 0.18469497561454773, + 0.15208588540554047, + 0.05897034332156181, + 0.04337956756353378, + 0.06195482239127159, + 0.0793977901339531 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.6066856384277344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428566724061966 + ], + "opposite_logprob_tokens": [ + -2.0178565979003906 + ], + "logprob_reward": -0.1428566724061966, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428566724061966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09845411777496338, + 0.10599195212125778, + 0.0526084341108799, + 0.09649887681007385, + 0.14806240797042847, + 0.147939532995224, + 0.04752182960510254, + 0.054832231253385544, + 0.11308419704437256, + 0.13500641286373138 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.1428566724061966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890476405620575 + ], + "opposite_logprob_tokens": [ + -2.46404767036438 + ], + "logprob_reward": -0.0890476405620575, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890476405620575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06979779899120331, + 0.06528851389884949, + 0.042315203696489334, + 0.17369846999645233, + 0.29683712124824524, + 0.13958041369915009, + 0.07638424634933472, + 0.038818325847387314, + 0.03304659202694893, + 0.06423330307006836 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.0890476405620575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291219025850296 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291219025850296, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291219025850296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06818056851625443, + 0.13173802196979523, + 0.047580741345882416, + 0.14271537959575653, + 0.2644089460372925, + 0.05712401494383812, + 0.07496922463178635, + 0.10408751666545868, + 0.0672917366027832, + 0.04190385341644287 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.023291219025850296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036151548847556114 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036151548847556114, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036151548847556114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07387246191501617, + 0.08232149481773376, + 0.039692360907793045, + 0.0734846442937851, + 0.044321879744529724, + 0.04095996543765068, + 0.11120504885911942, + 0.21941405534744263, + 0.18984736502170563, + 0.12488079071044922 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.0036151548847556114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an overhead angle, immerses the viewer in a world constructed entirely of retro pixels. In the center of the frame, a warrior sinks his weight, his legs firmly planted on a ground composed of dark-toned pixel blocks. His flowing hair, composed of white pixels, sways subtly in motion, and his resolute features are defined by simple pixel lines. He wears a long, charcoal-black trench coat, the hem swinging violently with the force of his actions, its wrinkles, composed of pixelated patterns, clearly visible. The warrior raises his hands above his head, tightly gripping an exaggeratedly large sword, its blade gleaming with a metallic sheen punctuated by high-gloss pixels. As he brings his mighty sword down, the moment the tip impacts the ground, the entire frame vibrates violently, mimicking camera shake, and is briefly blurred out of focus. With the impact point as the center, the ground instantly cracked, and countless rough pixel fragments of various sizes explosively splashed in all directions. At the same time, a dazzling white pixel halo suddenly spread out, creating an epic and powerful battle atmosphere.", + "seed": 20345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_11/index_6906_seed_20345_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.24821746041998266, + "vlm_logprob": -0.24821746041998266, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.24821746041998266, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.618346095085144 + ], + "opposite_logprob_tokens": [ + -0.868346095085144 + ], + "logprob_reward": -0.618346095085144, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.618346095085144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07369740307331085, + 0.018848808482289314, + 0.017810963094234467, + 0.02004307508468628, + 0.06603565067052841, + 0.0633268877863884, + 0.05723602697253227, + 0.6078186631202698, + 0.03382013738155365, + 0.04136238619685173 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.618346095085144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761721730232239 + ], + "opposite_logprob_tokens": [ + -0.8261721730232239 + ], + "logprob_reward": -0.5761721730232239, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761721730232239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08340167254209518, + 0.026892272755503654, + 0.030179452151060104, + 0.027396654710173607, + 0.14446960389614105, + 0.04039303585886955, + 0.10724789649248123, + 0.4273243248462677, + 0.04545353353023529, + 0.06724154949188232 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.5761721730232239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812828287482262 + ], + "opposite_logprob_tokens": [ + -3.28812837600708 + ], + "logprob_reward": -0.03812828287482262, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812828287482262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16308961808681488, + 0.09127730131149292, + 0.04562646523118019, + 0.060912854969501495, + 0.16919414699077606, + 0.11217043548822403, + 0.09537691622972488, + 0.19319583475589752, + 0.03665294498205185, + 0.03250347077846527 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.03812828287482262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950710736215115 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950710736215115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950710736215115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09771215915679932, + 0.04203536733984947, + 0.03579969331622124, + 0.05278361961245537, + 0.06574703007936478, + 0.061300911009311676, + 0.240126833319664, + 0.2296942174434662, + 0.1377512663602829, + 0.03704886510968208 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.005950710736215115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024900403805077076 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024900403805077076, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024900403805077076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0868334174156189, + 0.017855141311883926, + 0.017141355201601982, + 0.023296678438782692, + 0.18407100439071655, + 0.08103421330451965, + 0.2205323427915573, + 0.21217870712280273, + 0.0702851265668869, + 0.08677195012569427 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.0024900403805077076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an overhead angle, immerses the viewer in a world constructed entirely of retro pixels. In the center of the frame, a warrior sinks his weight, his legs firmly planted on a ground composed of dark-toned pixel blocks. His flowing hair, composed of white pixels, sways subtly in motion, and his resolute features are defined by simple pixel lines. He wears a long, charcoal-black trench coat, the hem swinging violently with the force of his actions, its wrinkles, composed of pixelated patterns, clearly visible. The warrior raises his hands above his head, tightly gripping an exaggeratedly large sword, its blade gleaming with a metallic sheen punctuated by high-gloss pixels. As he brings his mighty sword down, the moment the tip impacts the ground, the entire frame vibrates violently, mimicking camera shake, and is briefly blurred out of focus. With the impact point as the center, the ground instantly cracked, and countless rough pixel fragments of various sizes explosively splashed in all directions. At the same time, a dazzling white pixel halo suddenly spread out, creating an epic and powerful battle atmosphere.", + "seed": 20346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_11/index_6906_seed_20346_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12249645877163857, + "vlm_logprob": -0.12249645877163857, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.12249645877163857, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31133589148521423 + ], + "opposite_logprob_tokens": [ + -1.5613359212875366 + ], + "logprob_reward": -0.31133589148521423, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.31133589148521423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056927550584077835, + 0.023314625024795532, + 0.08051060885190964, + 0.10207343846559525, + 0.04076867923140526, + 0.1997731477022171, + 0.13977733254432678, + 0.08005288243293762, + 0.0943974182009697, + 0.1824042946100235 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.31133589148521423 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28137433528900146 + ], + "opposite_logprob_tokens": [ + -1.4063743352890015 + ], + "logprob_reward": -0.28137433528900146, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28137433528900146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1488552987575531, + 0.050147492438554764, + 0.060519758611917496, + 0.11536959558725357, + 0.02787122316658497, + 0.31540751457214355, + 0.0650741308927536, + 0.06583579629659653, + 0.028143802657723427, + 0.12277544289827347 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.28137433528900146 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210696332156658 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210696332156658, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210696332156658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45863252878189087, + 0.09785061329603195, + 0.028391234576702118, + 0.03513014689087868, + 0.04686690866947174, + 0.1476810872554779, + 0.039543379098176956, + 0.021234942600131035, + 0.014708367176353931, + 0.10996070504188538 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.014210696332156658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036194308195263147 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036194308195263147, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036194308195263147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054151177406311035, + 0.034439995884895325, + 0.05266718566417694, + 0.11592859774827957, + 0.06793394684791565, + 0.2486221194267273, + 0.1332332342863083, + 0.10788328945636749, + 0.06799174100160599, + 0.1171487495303154 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.0036194308195263147 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire visual style constructed entirely of retro pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior wear a long charcoal-black trench coat with visible pixelated wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise his hands to grip an exaggeratedly large sword and bring it down to impact the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the frame to vibrate with camera shake, blur, and explode with pixel fragments and a white pixel halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00194193993229419 + ], + "opposite_logprob_tokens": [ + -6.251942157745361 + ], + "logprob_reward": -0.00194193993229419, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00194193993229419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08377638459205627, + 0.04373335465788841, + 0.09439508616924286, + 0.04650885611772537, + 0.04101148992776871, + 0.1496504843235016, + 0.06901377439498901, + 0.10595584660768509, + 0.07010485976934433, + 0.29584982991218567 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.00194193993229419 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_12/index_tensor([2036, 2036])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_12/index_tensor([2036, 2036])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d1b78a3b838b2a1828dadeba3e226f33f20c72b5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_12/index_tensor([2036, 2036])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot from a horizontal angle, closely follows a pair of slender hands dancing rapidly through the air. These hands hover before a vast, translucent blue holographic screen, its cold glow illuminating the entire darkened control room. On the screen, a complex data stream comprised of countless glowing codes, charts, and geometric shapes responds in real time to every shift in gesture. With dizzying speed, fingers sometimes close together to tap to select specific blocks of data, sometimes spread out to decisively grab and drag entire cascades of information, and sometimes, with the swiftness of flowing water, they trace precise arcs through the air, reorganizing and sorting the data. The blue light casts sharp edges on the operator's nimble fingertips and casts shifting shadows on the backs of their hands, which have become slightly pale from concentration. Each gesture is so rapid that it almost leaves an afterimage. The blurred outlines of the control console and the faint glow of indicator lights in the background further enhance the depth of the image, creating a futuristic, tense, and intensely focused atmosphere.", + "seed": 8000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_12/index_2036_seed_8000_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10613096305169165, + "vlm_logprob": -0.10613096305169165, + "vlm_yes_no_margin": 3.650000011920929, + "vlm_token_credit": -0.10613096305169165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024004660546779633 + ], + "opposite_logprob_tokens": [ + -3.7740046977996826 + ], + "logprob_reward": -0.024004660546779633, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024004660546779633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09231561422348022, + 0.029330162331461906, + 0.07748866081237793, + 0.20548006892204285, + 0.0827973410487175, + 0.06742152571678162, + 0.05112496763467789, + 0.08102549612522125, + 0.0860649049282074, + 0.22695119678974152 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.024004660546779633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003448903560638 + ], + "opposite_logprob_tokens": [ + -2.6950345039367676 + ], + "logprob_reward": -0.07003448903560638, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003448903560638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07545609027147293, + 0.08364864438772202, + 0.03368277847766876, + 0.171967551112175, + 0.08073951303958893, + 0.06502849608659744, + 0.08486083894968033, + 0.11991802603006363, + 0.10132535547018051, + 0.18337279558181763 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.07003448903560638 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024878999684005976 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024878999684005976, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024878999684005976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12513484060764313, + 0.09376155585050583, + 0.11620674282312393, + 0.2461235076189041, + 0.05558031052350998, + 0.05238223448395729, + 0.04342407360672951, + 0.07563896477222443, + 0.10782481729984283, + 0.08392298221588135 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0024878999684005976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525094848126173 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.00525094848126173, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525094848126173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10982795059680939, + 0.08355467766523361, + 0.0398736447095871, + 0.3756939768791199, + 0.08340898901224136, + 0.058219391852617264, + 0.04575641080737114, + 0.07728958129882812, + 0.05381397530436516, + 0.07256139814853668 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.00525094848126173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288768172264099 + ], + "opposite_logprob_tokens": [ + -1.0538768768310547 + ], + "logprob_reward": -0.4288768172264099, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4288768172264099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0640522837638855, + 0.05314570665359497, + 0.07408225536346436, + 0.21680304408073425, + 0.06310845911502838, + 0.08693107962608337, + 0.08080478012561798, + 0.07095957547426224, + 0.062489934265613556, + 0.22762280702590942 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.4288768172264099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a horizontal angle, closely follows a pair of slender hands dancing rapidly through the air. These hands hover before a vast, translucent blue holographic screen, its cold glow illuminating the entire darkened control room. On the screen, a complex data stream comprised of countless glowing codes, charts, and geometric shapes responds in real time to every shift in gesture. With dizzying speed, fingers sometimes close together to tap to select specific blocks of data, sometimes spread out to decisively grab and drag entire cascades of information, and sometimes, with the swiftness of flowing water, they trace precise arcs through the air, reorganizing and sorting the data. The blue light casts sharp edges on the operator's nimble fingertips and casts shifting shadows on the backs of their hands, which have become slightly pale from concentration. Each gesture is so rapid that it almost leaves an afterimage. The blurred outlines of the control console and the faint glow of indicator lights in the background further enhance the depth of the image, creating a futuristic, tense, and intensely focused atmosphere.", + "seed": 8001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_12/index_2036_seed_8001_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.031063366087619216, + "vlm_logprob": -0.031063366087619216, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.031063366087619216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03043590858578682 + ], + "opposite_logprob_tokens": [ + -3.530435800552368 + ], + "logprob_reward": -0.03043590858578682, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03043590858578682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35473957657814026, + 0.021025938913226128, + 0.08343145251274109, + 0.08102104067802429, + 0.08542585372924805, + 0.017386790364980698, + 0.2675798535346985, + 0.03541234880685806, + 0.018253499642014503, + 0.03572363406419754 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.03043590858578682 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905385434627533 + ], + "opposite_logprob_tokens": [ + -2.4640538692474365 + ], + "logprob_reward": -0.08905385434627533, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905385434627533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05066577345132828, + 0.0641038715839386, + 0.11272215098142624, + 0.07683666050434113, + 0.046041496098041534, + 0.05233006179332733, + 0.34555506706237793, + 0.05536487326025963, + 0.1411421149969101, + 0.05523787811398506 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.08905385434627533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008112476789392531 + ], + "opposite_logprob_tokens": [ + -7.1258111000061035 + ], + "logprob_reward": -0.0008112476789392531, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008112476789392531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23728211224079132, + 0.07087597995996475, + 0.16681626439094543, + 0.10970763862133026, + 0.04390653222799301, + 0.10195979475975037, + 0.13504020869731903, + 0.05861351266503334, + 0.04133828729391098, + 0.0344596691429615 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0008112476789392531 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013325868640094995 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013325868640094995, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013325868640094995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08031920343637466, + 0.07348965853452682, + 0.05886493995785713, + 0.05164821445941925, + 0.10392750799655914, + 0.11994597315788269, + 0.34376177191734314, + 0.06005155295133591, + 0.03964652121067047, + 0.06834463775157928 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.0013325868640094995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033683232963085175 + ], + "opposite_logprob_tokens": [ + -3.4086833000183105 + ], + "logprob_reward": -0.033683232963085175, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033683232963085175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3769958019256592, + 0.062254056334495544, + 0.0893934816122055, + 0.05752158164978027, + 0.05945489928126335, + 0.08194522559642792, + 0.14122174680233002, + 0.04068382456898689, + 0.0421195812523365, + 0.04840979352593422 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.033683232963085175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a horizontal angle, closely follows a pair of slender hands dancing rapidly through the air. These hands hover before a vast, translucent blue holographic screen, its cold glow illuminating the entire darkened control room. On the screen, a complex data stream comprised of countless glowing codes, charts, and geometric shapes responds in real time to every shift in gesture. With dizzying speed, fingers sometimes close together to tap to select specific blocks of data, sometimes spread out to decisively grab and drag entire cascades of information, and sometimes, with the swiftness of flowing water, they trace precise arcs through the air, reorganizing and sorting the data. The blue light casts sharp edges on the operator's nimble fingertips and casts shifting shadows on the backs of their hands, which have become slightly pale from concentration. Each gesture is so rapid that it almost leaves an afterimage. The blurred outlines of the control console and the faint glow of indicator lights in the background further enhance the depth of the image, creating a futuristic, tense, and intensely focused atmosphere.", + "seed": 8002, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_12/index_2036_seed_8002_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06887669377028942, + "vlm_logprob": -0.06887669377028942, + "vlm_yes_no_margin": 3.449999976158142, + "vlm_token_credit": -0.06887669377028942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045255396515131 + ], + "opposite_logprob_tokens": [ + -3.170255422592163 + ], + "logprob_reward": -0.045255396515131, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.045255396515131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10180755704641342, + 0.02894219383597374, + 0.03832283988595009, + 0.08277451992034912, + 0.03575894609093666, + 0.19976089894771576, + 0.155840203166008, + 0.0439411997795105, + 0.16631343960762024, + 0.1465381383895874 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.045255396515131 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037195920944214 + ], + "opposite_logprob_tokens": [ + -1.910372018814087 + ], + "logprob_reward": -0.16037195920944214, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037195920944214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08029469847679138, + 0.047956354916095734, + 0.06912396848201752, + 0.09132051467895508, + 0.03788655623793602, + 0.12697990238666534, + 0.11286024749279022, + 0.0578300766646862, + 0.2254595160484314, + 0.15028822422027588 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.16037195920944214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097281955182552 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097281955182552, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097281955182552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04329373314976692, + 0.027520252391695976, + 0.016328824684023857, + 0.05259908363223076, + 0.12804491817951202, + 0.044975072145462036, + 0.3153398036956787, + 0.03376629576086998, + 0.23528842628002167, + 0.10284357517957687 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.004097281955182552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03278471156954765, + 0.022800592705607414, + 0.013253672048449516, + 0.051747262477874756, + 0.06703392416238785, + 0.18281087279319763, + 0.3694736063480377, + 0.017010299488902092, + 0.07002876698970795, + 0.17305625975131989 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703000009059906 + ], + "opposite_logprob_tokens": [ + -2.1270298957824707 + ], + "logprob_reward": -0.12703000009059906, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12703000009059906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052511051297187805, + 0.04279002547264099, + 0.026062872260808945, + 0.039754681289196014, + 0.10077691078186035, + 0.1573624163866043, + 0.12131308764219284, + 0.021598968654870987, + 0.053428761661052704, + 0.38440126180648804 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.12703000009059906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a horizontal angle, closely follows a pair of slender hands dancing rapidly through the air. These hands hover before a vast, translucent blue holographic screen, its cold glow illuminating the entire darkened control room. On the screen, a complex data stream comprised of countless glowing codes, charts, and geometric shapes responds in real time to every shift in gesture. With dizzying speed, fingers sometimes close together to tap to select specific blocks of data, sometimes spread out to decisively grab and drag entire cascades of information, and sometimes, with the swiftness of flowing water, they trace precise arcs through the air, reorganizing and sorting the data. The blue light casts sharp edges on the operator's nimble fingertips and casts shifting shadows on the backs of their hands, which have become slightly pale from concentration. Each gesture is so rapid that it almost leaves an afterimage. The blurred outlines of the control console and the faint glow of indicator lights in the background further enhance the depth of the image, creating a futuristic, tense, and intensely focused atmosphere.", + "seed": 8003, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_12/index_2036_seed_8003_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19848151877522469, + "vlm_logprob": -0.19848151877522469, + "vlm_yes_no_margin": 2.3499999761581423, + "vlm_token_credit": -0.19848151877522469, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14461438357830048 + ], + "opposite_logprob_tokens": [ + -2.0196144580841064 + ], + "logprob_reward": -0.14461438357830048, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14461438357830048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0359337255358696, + 0.019638720899820328, + 0.0741237998008728, + 0.04392310231924057, + 0.023983068764209747, + 0.43806910514831543, + 0.2275526225566864, + 0.04386935383081436, + 0.06805302202701569, + 0.024853426963090897 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.14461438357830048 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298058182001114 + ], + "opposite_logprob_tokens": [ + -2.237980604171753 + ], + "logprob_reward": -0.11298058182001114, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298058182001114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04494521766901016, + 0.024433495476841927, + 0.11165475845336914, + 0.05049385875463486, + 0.057220954447984695, + 0.1912669539451599, + 0.1650547832250595, + 0.07338287681341171, + 0.2484445869922638, + 0.033102553337812424 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.11298058182001114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190113827586174 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018190113827586174, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018190113827586174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25944119691848755, + 0.07125955820083618, + 0.04583808407187462, + 0.10914047807455063, + 0.07374023646116257, + 0.15455450117588043, + 0.1233791932463646, + 0.07261970639228821, + 0.029146119952201843, + 0.06088102608919144 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.018190113827586174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288888856768608 + ], + "opposite_logprob_tokens": [ + -3.7732889652252197 + ], + "logprob_reward": -0.023288888856768608, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288888856768608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12289639562368393, + 0.039065487682819366, + 0.07583960890769958, + 0.16523537039756775, + 0.11742904037237167, + 0.18752364814281464, + 0.05990813300013542, + 0.04144460707902908, + 0.12816712260246277, + 0.062490638345479965 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.023288888856768608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focused on a pair of slender hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands dancing rapidly through the air with gestures like tapping, grabbing, and tracing arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast, translucent blue holographic screen visible in front of the hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen display a complex data stream of glowing codes, charts, and geometric shapes responding to the gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a horizontal angle in a darkened control room with blurred console outlines in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693333625793457 + ], + "opposite_logprob_tokens": [ + -0.693333625793457 + ], + "logprob_reward": -0.693333625793457, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693333625793457, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1966654658317566, + 0.039680127054452896, + 0.053829219192266464, + 0.1491815447807312, + 0.06441079080104828, + 0.27849650382995605, + 0.08162397146224976, + 0.04017939418554306, + 0.0521632581949234, + 0.043769750744104385 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.693333625793457 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_13/index_tensor([2737, 2737])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_13/index_tensor([2737, 2737])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..578f60927060033a69db86a9ab01b3e54b1e36e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_13/index_tensor([2737, 2737])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, shot from a slight overhead angle, captures a string of dark brown sandalwood Buddhist beads spread across a rustic wooden table. Each bead is round and plump, their surface patinaed by years of play and play, a patina as smooth as jade. A beam of warm afternoon sunlight streams in from the side, casting long shadows on the tabletop. Wisps of airborne dust drift slowly in the beams, creating an atmosphere of profound Zen tranquility. Suddenly, the resilient crimson thread holding the beads together stretches to its limit in the center of the frame. With a barely audible, tense snap, the thread snaps. Then, as if infused with violent energy, the string of beads, centered at the breakpoint, violently catapulted in all directions like a miniature explosion. The beads traced chaotic arcs in the air, tumbling at high speed, their warm surface reflecting ever-changing points of light. Some beads struck the wooden tabletop with a crisp, dense \"tapping\" sound before continuing to bounce and tumble. At this moment of chaotic explosion, the camera steadily and slowly zoomed back and forth, transitioning from a close-up to a medium shot, gradually revealing the entire tabletop—the once cohesive beads were now scattered, some tumbling to the edge, precariously crumbling, while others lay quietly at the intersection of light and shadow. The entire scene, from its original tranquility and solemnity, suddenly shifted to a sense of irreversible fragmentation and disorder, imbued with intense visual impact and a fatalistic loneliness.", + "seed": 15066, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_13/index_2737_seed_15066_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14339771401137114, + "vlm_logprob": -0.14339771401137114, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.14339771401137114, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00767106469720602 + ], + "opposite_logprob_tokens": [ + -5.007670879364014 + ], + "logprob_reward": -0.00767106469720602, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00767106469720602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13056619465351105, + 0.06272038072347641, + 0.06494839489459991, + 0.12059912085533142, + 0.06698650121688843, + 0.18380257487297058, + 0.054763514548540115, + 0.12889716029167175, + 0.09478559345006943, + 0.0919305831193924 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.00767106469720602 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016318142414093 + ], + "opposite_logprob_tokens": [ + -1.701631784439087 + ], + "logprob_reward": -0.2016318142414093, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016318142414093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10923159122467041, + 0.15601292252540588, + 0.10269252210855484, + 0.04338214918971062, + 0.09417106211185455, + 0.21713626384735107, + 0.038757745176553726, + 0.10700608044862747, + 0.059430163353681564, + 0.07217945903539658 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.2016318142414093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890456810593605 + ], + "opposite_logprob_tokens": [ + -2.464045763015747 + ], + "logprob_reward": -0.0890456810593605, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890456810593605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3027610182762146, + 0.024017203599214554, + 0.11624979227781296, + 0.05077742785215378, + 0.03435617312788963, + 0.07198039442300797, + 0.059735868126153946, + 0.16271474957466125, + 0.1017635390162468, + 0.07564388960599899 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0890456810593605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485986292362213 + ], + "opposite_logprob_tokens": [ + -1.223598599433899 + ], + "logprob_reward": -0.3485986292362213, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485986292362213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18675191700458527, + 0.05060138925909996, + 0.12862302362918854, + 0.09536357969045639, + 0.05966726690530777, + 0.18037018179893494, + 0.06629521399736404, + 0.08010324090719223, + 0.06964022666215897, + 0.08258392661809921 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.3485986292362213 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004138082265854 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004138082265854, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004138082265854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15468503534793854, + 0.1385168433189392, + 0.09671375900506973, + 0.06487660855054855, + 0.14822356402873993, + 0.09423945099115372, + 0.03274582698941231, + 0.062417030334472656, + 0.06538145244121552, + 0.14220041036605835 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.07004138082265854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, shot from a slight overhead angle, captures a string of dark brown sandalwood Buddhist beads spread across a rustic wooden table. Each bead is round and plump, their surface patinaed by years of play and play, a patina as smooth as jade. A beam of warm afternoon sunlight streams in from the side, casting long shadows on the tabletop. Wisps of airborne dust drift slowly in the beams, creating an atmosphere of profound Zen tranquility. Suddenly, the resilient crimson thread holding the beads together stretches to its limit in the center of the frame. With a barely audible, tense snap, the thread snaps. Then, as if infused with violent energy, the string of beads, centered at the breakpoint, violently catapulted in all directions like a miniature explosion. The beads traced chaotic arcs in the air, tumbling at high speed, their warm surface reflecting ever-changing points of light. Some beads struck the wooden tabletop with a crisp, dense \"tapping\" sound before continuing to bounce and tumble. At this moment of chaotic explosion, the camera steadily and slowly zoomed back and forth, transitioning from a close-up to a medium shot, gradually revealing the entire tabletop—the once cohesive beads were now scattered, some tumbling to the edge, precariously crumbling, while others lay quietly at the intersection of light and shadow. The entire scene, from its original tranquility and solemnity, suddenly shifted to a sense of irreversible fragmentation and disorder, imbued with intense visual impact and a fatalistic loneliness.", + "seed": 15067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_13/index_2737_seed_15067_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08893779953941702, + "vlm_logprob": -0.08893779953941702, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.08893779953941702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006602378096431494 + ], + "opposite_logprob_tokens": [ + -5.2566022872924805 + ], + "logprob_reward": -0.006602378096431494, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006602378096431494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07257287204265594, + 0.02837759628891945, + 0.08843362331390381, + 0.05941332131624222, + 0.40676015615463257, + 0.04849587753415108, + 0.09996218234300613, + 0.09019498527050018, + 0.07701823115348816, + 0.028771210461854935 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.006602378096431494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299218237400055 + ], + "opposite_logprob_tokens": [ + -2.237992286682129 + ], + "logprob_reward": -0.11299218237400055, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299218237400055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.150478333234787, + 0.04788455739617348, + 0.03856858238577843, + 0.09268220514059067, + 0.40683162212371826, + 0.04872870072722435, + 0.05604299157857895, + 0.06642364710569382, + 0.06077304109930992, + 0.03158629685640335 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.11299218237400055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897358387708664 + ], + "opposite_logprob_tokens": [ + -2.5789735317230225 + ], + "logprob_reward": -0.07897358387708664, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897358387708664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03284603729844093, + 0.02155192941427231, + 0.09256654977798462, + 0.057750388979911804, + 0.6797002553939819, + 0.0289363544434309, + 0.03689552843570709, + 0.01718728616833687, + 0.019067835062742233, + 0.013497712090611458 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.07897358387708664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255367934703827 + ], + "opposite_logprob_tokens": [ + -1.600536823272705 + ], + "logprob_reward": -0.2255367934703827, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255367934703827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05150627717375755, + 0.01577519252896309, + 0.08501911163330078, + 0.0762496143579483, + 0.5858549475669861, + 0.02090798318386078, + 0.10629730671644211, + 0.03520653396844864, + 0.010057114996016026, + 0.013125970028340816 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.2255367934703827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058405987918377 + ], + "opposite_logprob_tokens": [ + -3.8955841064453125 + ], + "logprob_reward": -0.02058405987918377, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058405987918377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09672702103853226, + 0.055521104484796524, + 0.09273166954517365, + 0.026927737519145012, + 0.3460668921470642, + 0.08804269134998322, + 0.06570078432559967, + 0.04985780268907547, + 0.14904195070266724, + 0.029382366687059402 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02058405987918377 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, shot from a slight overhead angle, captures a string of dark brown sandalwood Buddhist beads spread across a rustic wooden table. Each bead is round and plump, their surface patinaed by years of play and play, a patina as smooth as jade. A beam of warm afternoon sunlight streams in from the side, casting long shadows on the tabletop. Wisps of airborne dust drift slowly in the beams, creating an atmosphere of profound Zen tranquility. Suddenly, the resilient crimson thread holding the beads together stretches to its limit in the center of the frame. With a barely audible, tense snap, the thread snaps. Then, as if infused with violent energy, the string of beads, centered at the breakpoint, violently catapulted in all directions like a miniature explosion. The beads traced chaotic arcs in the air, tumbling at high speed, their warm surface reflecting ever-changing points of light. Some beads struck the wooden tabletop with a crisp, dense \"tapping\" sound before continuing to bounce and tumble. At this moment of chaotic explosion, the camera steadily and slowly zoomed back and forth, transitioning from a close-up to a medium shot, gradually revealing the entire tabletop—the once cohesive beads were now scattered, some tumbling to the edge, precariously crumbling, while others lay quietly at the intersection of light and shadow. The entire scene, from its original tranquility and solemnity, suddenly shifted to a sense of irreversible fragmentation and disorder, imbued with intense visual impact and a fatalistic loneliness.", + "seed": 15068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_13/index_2737_seed_15068_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09096944211050868, + "vlm_logprob": -0.09096944211050868, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.09096944211050868, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004431902896612883 + ], + "opposite_logprob_tokens": [ + -5.62943172454834 + ], + "logprob_reward": -0.004431902896612883, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004431902896612883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12981536984443665, + 0.06756580621004105, + 0.11057041585445404, + 0.162590891122818, + 0.10265938937664032, + 0.04521450772881508, + 0.12169148772954941, + 0.08025527000427246, + 0.1330689638853073, + 0.046567969024181366 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.004431902896612883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035345703363419 + ], + "opposite_logprob_tokens": [ + -2.350353479385376 + ], + "logprob_reward": -0.10035345703363419, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035345703363419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14062675833702087, + 0.19245465099811554, + 0.0970345064997673, + 0.11546918749809265, + 0.08827938884496689, + 0.049462370574474335, + 0.07815677672624588, + 0.08674625307321548, + 0.10413861274719238, + 0.04763152450323105 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.10035345703363419 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607775315642357 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.01607775315642357, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607775315642357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04247919097542763, + 0.1896180957555771, + 0.07828208059072495, + 0.4206524193286896, + 0.029445091262459755, + 0.03966274857521057, + 0.07958000898361206, + 0.028574436902999878, + 0.07148819416761398, + 0.020217718556523323 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.01607775315642357 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31339898705482483 + ], + "opposite_logprob_tokens": [ + -1.3133989572525024 + ], + "logprob_reward": -0.31339898705482483, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31339898705482483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057970836758613586, + 0.054757509380578995, + 0.0802779421210289, + 0.13002066314220428, + 0.0653243288397789, + 0.06592322885990143, + 0.12819047272205353, + 0.11809252202510834, + 0.23518982529640198, + 0.06425264477729797 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.31339898705482483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585110411047935 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020585110411047935, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585110411047935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06097421795129776, + 0.33956006169319153, + 0.02248837985098362, + 0.17124301195144653, + 0.03482431173324585, + 0.02177167870104313, + 0.02307063899934292, + 0.06903012096881866, + 0.1641930341720581, + 0.0928446426987648 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.020585110411047935 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, shot from a slight overhead angle, captures a string of dark brown sandalwood Buddhist beads spread across a rustic wooden table. Each bead is round and plump, their surface patinaed by years of play and play, a patina as smooth as jade. A beam of warm afternoon sunlight streams in from the side, casting long shadows on the tabletop. Wisps of airborne dust drift slowly in the beams, creating an atmosphere of profound Zen tranquility. Suddenly, the resilient crimson thread holding the beads together stretches to its limit in the center of the frame. With a barely audible, tense snap, the thread snaps. Then, as if infused with violent energy, the string of beads, centered at the breakpoint, violently catapulted in all directions like a miniature explosion. The beads traced chaotic arcs in the air, tumbling at high speed, their warm surface reflecting ever-changing points of light. Some beads struck the wooden tabletop with a crisp, dense \"tapping\" sound before continuing to bounce and tumble. At this moment of chaotic explosion, the camera steadily and slowly zoomed back and forth, transitioning from a close-up to a medium shot, gradually revealing the entire tabletop—the once cohesive beads were now scattered, some tumbling to the edge, precariously crumbling, while others lay quietly at the intersection of light and shadow. The entire scene, from its original tranquility and solemnity, suddenly shifted to a sense of irreversible fragmentation and disorder, imbued with intense visual impact and a fatalistic loneliness.", + "seed": 15069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_13/index_2737_seed_15069_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2583235106430948, + "vlm_logprob": -0.2583235106430948, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.2583235106430948, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076685803942382336 + ], + "opposite_logprob_tokens": [ + -5.007668495178223 + ], + "logprob_reward": -0.0076685803942382336, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0076685803942382336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12189725786447525, + 0.12691740691661835, + 0.28689366579055786, + 0.06255225092172623, + 0.05215777829289436, + 0.1294310986995697, + 0.029025020077824593, + 0.0841633751988411, + 0.031640734523534775, + 0.0753214955329895 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.0076685803942382336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813495099544525 + ], + "opposite_logprob_tokens": [ + -1.406349539756775 + ], + "logprob_reward": -0.2813495099544525, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813495099544525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22430485486984253, + 0.050131842494010925, + 0.3503046929836273, + 0.06996610015630722, + 0.03911558911204338, + 0.03260629251599312, + 0.024566248059272766, + 0.048980019986629486, + 0.01957990601658821, + 0.14044441282749176 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.2813495099544525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8260948657989502 + ], + "opposite_logprob_tokens": [ + -0.5760948657989502 + ], + "logprob_reward": -0.8260948657989502, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8260948657989502, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10951796919107437, + 0.06205688416957855, + 0.14354051649570465, + 0.05236737057566643, + 0.04870373383164406, + 0.129935160279274, + 0.045166220515966415, + 0.22121790051460266, + 0.06540997326374054, + 0.12208434194326401 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.8260948657989502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279508590698242 + ], + "opposite_logprob_tokens": [ + -2.0177950859069824 + ], + "logprob_reward": -0.14279508590698242, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279508590698242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0422031506896019, + 0.063116654753685, + 0.10576747357845306, + 0.06220646947622299, + 0.113649882376194, + 0.08496537804603577, + 0.14066162705421448, + 0.09404270350933075, + 0.24110473692417145, + 0.052281927317380905 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.14279508590698242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are dark brown sandalwood Buddhist beads visible on a rustic wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the beads' surface patinated and smooth like jade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crimson thread holding the beads snap and cause the beads to scatter violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom back and forth from a close-up to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a beam of warm afternoon sunlight casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033709511160850525 + ], + "opposite_logprob_tokens": [ + -3.4087095260620117 + ], + "logprob_reward": -0.033709511160850525, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033709511160850525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07459831982851028, + 0.06206658110022545, + 0.4250001907348633, + 0.022357776761054993, + 0.06301546096801758, + 0.04976110905408859, + 0.024989807978272438, + 0.036993928253650665, + 0.027704866603016853, + 0.21351197361946106 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.033709511160850525 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_14/index_tensor([4445, 4445])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_14/index_tensor([4445, 4445])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..96b2fdf347bef8ac9b4ab72c62ce064cd4ff44b1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_14/index_tensor([4445, 4445])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle shot, a medium shot, is incredibly realistic, imbued with a cinematic quality. In the back of a black luxury car, the doors swing open, revealing the beige leather seats and exquisite woodgrain interior. An Asian man, approximately forty years old, with meticulously short black hair, dressed in a well-tailored charcoal-gray wool suit, a crisp white shirt, and a dark blue silk tie, calmly steps out. He steadily extends one leg out of the car, the toe of his polished black Oxford leather shoe lightly touching the slightly damp asphalt after the rain, creating a tiny ripple in the shallow puddle reflecting the city lights. Then, with one hand gently holding the car door, he calmly stands upright, his posture erect, his gaze piercing and resolute as he surveys the road ahead. The light of the city streets at night – warm street lamps and flickering neon lights – creates subtle outlines on the fabric of his suit and casts long, dynamic reflections on the wet ground, creating an atmosphere of power, mystery and high professionalism.", + "seed": 13530, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_14/index_4445_seed_13530_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.33844949267804625, + "vlm_logprob": -0.33844949267804625, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.33844949267804625, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6976984739303589 + ], + "opposite_logprob_tokens": [ + -0.8226984739303589 + ], + "logprob_reward": -0.6976984739303589, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6976984739303589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25783276557922363, + 0.2281399369239807, + 0.08490368723869324, + 0.1260165274143219, + 0.03152068331837654, + 0.024703748524188995, + 0.025494402274489403, + 0.11568847298622131, + 0.0670379027724266, + 0.038661889731884 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.6976984739303589 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10043798387050629 + ], + "opposite_logprob_tokens": [ + -2.350437879562378 + ], + "logprob_reward": -0.10043798387050629, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10043798387050629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1789887696504593, + 0.16884826123714447, + 0.05898050591349602, + 0.10660742223262787, + 0.09884040802717209, + 0.0450274795293808, + 0.05595703795552254, + 0.14029021561145782, + 0.08860161900520325, + 0.05785833299160004 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.10043798387050629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981417439877987 + ], + "opposite_logprob_tokens": [ + -3.5298142433166504 + ], + "logprob_reward": -0.02981417439877987, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981417439877987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052991803735494614, + 0.08997241407632828, + 0.16602668166160583, + 0.05296490713953972, + 0.04224503040313721, + 0.025200165808200836, + 0.043517354875802994, + 0.1652587652206421, + 0.08903228491544724, + 0.2727905511856079 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.02981417439877987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261687755584717 + ], + "opposite_logprob_tokens": [ + -0.5761687755584717 + ], + "logprob_reward": -0.8261687755584717, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261687755584717, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.29310014843940735, + 0.08309673517942429, + 0.2247156798839569, + 0.04626333713531494, + 0.05721346661448479, + 0.03767610341310501, + 0.023185377940535545, + 0.04473426192998886, + 0.04958100989460945, + 0.14043399691581726 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.8261687755584717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812805563211441 + ], + "opposite_logprob_tokens": [ + -3.288128137588501 + ], + "logprob_reward": -0.03812805563211441, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812805563211441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3321376442909241, + 0.08952472358942032, + 0.08902807533740997, + 0.076605424284935, + 0.10483590513467789, + 0.033240076154470444, + 0.02528466284275055, + 0.11882729083299637, + 0.030340047553181648, + 0.10017620027065277 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.03812805563211441 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, a medium shot, is incredibly realistic, imbued with a cinematic quality. In the back of a black luxury car, the doors swing open, revealing the beige leather seats and exquisite woodgrain interior. An Asian man, approximately forty years old, with meticulously short black hair, dressed in a well-tailored charcoal-gray wool suit, a crisp white shirt, and a dark blue silk tie, calmly steps out. He steadily extends one leg out of the car, the toe of his polished black Oxford leather shoe lightly touching the slightly damp asphalt after the rain, creating a tiny ripple in the shallow puddle reflecting the city lights. Then, with one hand gently holding the car door, he calmly stands upright, his posture erect, his gaze piercing and resolute as he surveys the road ahead. The light of the city streets at night – warm street lamps and flickering neon lights – creates subtle outlines on the fabric of his suit and casts long, dynamic reflections on the wet ground, creating an atmosphere of power, mystery and high professionalism.", + "seed": 13531, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_14/index_4445_seed_13531_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.33332083746790886, + "vlm_logprob": -0.33332083746790886, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.33332083746790886, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8404111266136169 + ], + "opposite_logprob_tokens": [ + -0.7154111266136169 + ], + "logprob_reward": -0.8404111266136169, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.8404111266136169, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3950093686580658, + 0.056551605463027954, + 0.06791476160287857, + 0.04679626598954201, + 0.056985851377248764, + 0.07454774528741837, + 0.063160240650177, + 0.032529935240745544, + 0.11738211661577225, + 0.08912218362092972 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.8404111266136169 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08915788680315018 + ], + "opposite_logprob_tokens": [ + -2.464157819747925 + ], + "logprob_reward": -0.08915788680315018, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08915788680315018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36185869574546814, + 0.038953159004449844, + 0.042838044464588165, + 0.02319733239710331, + 0.09100250154733658, + 0.10210692882537842, + 0.046706654131412506, + 0.05220765620470047, + 0.11147803068161011, + 0.12965092062950134 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.08915788680315018 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709425389766693 + ], + "opposite_logprob_tokens": [ + -2.127094268798828 + ], + "logprob_reward": -0.12709425389766693, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709425389766693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08650949597358704, + 0.08199792355298996, + 0.09696723520755768, + 0.06813088059425354, + 0.061764538288116455, + 0.040280602872371674, + 0.03504090756177902, + 0.06607537716627121, + 0.12078166753053665, + 0.34245139360427856 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.12709425389766693 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762067437171936 + ], + "opposite_logprob_tokens": [ + -0.8262067437171936 + ], + "logprob_reward": -0.5762067437171936, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762067437171936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22556868195533752, + 0.0765274316072464, + 0.04331337660551071, + 0.04717811942100525, + 0.09076231718063354, + 0.10524509847164154, + 0.09218832850456238, + 0.07817650586366653, + 0.07706018537282944, + 0.16397997736930847 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.5762067437171936 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373417630791664 + ], + "opposite_logprob_tokens": [ + -3.408734083175659 + ], + "logprob_reward": -0.03373417630791664, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373417630791664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13198025524616241, + 0.06734761595726013, + 0.07686935365200043, + 0.02912127412855625, + 0.043780356645584106, + 0.12747669219970703, + 0.054980773478746414, + 0.08437740802764893, + 0.18479037284851074, + 0.19927583634853363 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03373417630791664 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, a medium shot, is incredibly realistic, imbued with a cinematic quality. In the back of a black luxury car, the doors swing open, revealing the beige leather seats and exquisite woodgrain interior. An Asian man, approximately forty years old, with meticulously short black hair, dressed in a well-tailored charcoal-gray wool suit, a crisp white shirt, and a dark blue silk tie, calmly steps out. He steadily extends one leg out of the car, the toe of his polished black Oxford leather shoe lightly touching the slightly damp asphalt after the rain, creating a tiny ripple in the shallow puddle reflecting the city lights. Then, with one hand gently holding the car door, he calmly stands upright, his posture erect, his gaze piercing and resolute as he surveys the road ahead. The light of the city streets at night – warm street lamps and flickering neon lights – creates subtle outlines on the fabric of his suit and casts long, dynamic reflections on the wet ground, creating an atmosphere of power, mystery and high professionalism.", + "seed": 13532, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_14/index_4445_seed_13532_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3259687149897218, + "vlm_logprob": -0.3259687149897218, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.3259687149897218, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8961560130119324 + ], + "opposite_logprob_tokens": [ + -0.6461560130119324 + ], + "logprob_reward": -0.8961560130119324, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8961560130119324, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12417641282081604, + 0.09681776911020279, + 0.1543949544429779, + 0.01866494119167328, + 0.13564960658550262, + 0.060087427496910095, + 0.17844195663928986, + 0.05133265256881714, + 0.07898379862308502, + 0.10145044326782227 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.8961560130119324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18002787232398987 + ], + "opposite_logprob_tokens": [ + -1.8050278425216675 + ], + "logprob_reward": -0.18002787232398987, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18002787232398987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12843134999275208, + 0.10216455906629562, + 0.056620560586452484, + 0.042293187230825424, + 0.06999991834163666, + 0.06483601778745651, + 0.06806031614542007, + 0.10071935504674911, + 0.12517888844013214, + 0.2416958212852478 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.18002787232398987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208345673978329 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.014208345673978329, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208345673978329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10305378586053848, + 0.05948380380868912, + 0.059596698731184006, + 0.013267596252262592, + 0.06586627662181854, + 0.04531201720237732, + 0.49417078495025635, + 0.030541831627488136, + 0.049587417393922806, + 0.07911976426839828 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.014208345673978329 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233691334724426 + ], + "opposite_logprob_tokens": [ + -0.8983691334724426 + ], + "logprob_reward": -0.5233691334724426, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233691334724426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13575434684753418, + 0.11015262454748154, + 0.08160954713821411, + 0.032421234995126724, + 0.10735204815864563, + 0.03254733607172966, + 0.21535591781139374, + 0.1334553211927414, + 0.0458219051361084, + 0.10552974045276642 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.5233691334724426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608221046626568 + ], + "opposite_logprob_tokens": [ + -4.141082286834717 + ], + "logprob_reward": -0.01608221046626568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608221046626568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26417458057403564, + 0.09278164058923721, + 0.07541821897029877, + 0.021558694541454315, + 0.045843180269002914, + 0.06161649897694588, + 0.24759522080421448, + 0.12510865926742554, + 0.021456390619277954, + 0.044446904212236404 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.01608221046626568 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, a medium shot, is incredibly realistic, imbued with a cinematic quality. In the back of a black luxury car, the doors swing open, revealing the beige leather seats and exquisite woodgrain interior. An Asian man, approximately forty years old, with meticulously short black hair, dressed in a well-tailored charcoal-gray wool suit, a crisp white shirt, and a dark blue silk tie, calmly steps out. He steadily extends one leg out of the car, the toe of his polished black Oxford leather shoe lightly touching the slightly damp asphalt after the rain, creating a tiny ripple in the shallow puddle reflecting the city lights. Then, with one hand gently holding the car door, he calmly stands upright, his posture erect, his gaze piercing and resolute as he surveys the road ahead. The light of the city streets at night – warm street lamps and flickering neon lights – creates subtle outlines on the fabric of his suit and casts long, dynamic reflections on the wet ground, creating an atmosphere of power, mystery and high professionalism.", + "seed": 13533, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_14/index_4445_seed_13533_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2760518975555897, + "vlm_logprob": -0.2760518975555897, + "vlm_yes_no_margin": 2.099999952316284, + "vlm_token_credit": -0.2760518975555897, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8086837530136108 + ], + "opposite_logprob_tokens": [ + -0.6836837530136108 + ], + "logprob_reward": -0.8086837530136108, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.8086837530136108, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1280820667743683, + 0.06863578408956528, + 0.04819118231534958, + 0.21302036941051483, + 0.0764363557100296, + 0.07947269082069397, + 0.0522434301674366, + 0.11275806277990341, + 0.11810904741287231, + 0.10305105149745941 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.8086837530136108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256908118724823 + ], + "opposite_logprob_tokens": [ + -1.6006908416748047 + ], + "logprob_reward": -0.2256908118724823, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256908118724823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12273306399583817, + 0.05653847008943558, + 0.07275153696537018, + 0.062283165752887726, + 0.05614086240530014, + 0.30682873725891113, + 0.03649092838168144, + 0.0957399532198906, + 0.12630799412727356, + 0.06418530642986298 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.2256908118724823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820392720401287 + ], + "opposite_logprob_tokens": [ + -4.0182037353515625 + ], + "logprob_reward": -0.01820392720401287, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820392720401287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16028504073619843, + 0.07449331134557724, + 0.04345827177166939, + 0.14868447184562683, + 0.04009246081113815, + 0.08003299683332443, + 0.05719618499279022, + 0.09645937383174896, + 0.1403566598892212, + 0.15894122421741486 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.01820392720401287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.313474178314209 + ], + "opposite_logprob_tokens": [ + -1.313474178314209 + ], + "logprob_reward": -0.313474178314209, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.313474178314209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13168615102767944, + 0.14117857813835144, + 0.07728616148233414, + 0.13881848752498627, + 0.07187466323375702, + 0.1102522686123848, + 0.0998392328619957, + 0.05256852135062218, + 0.12733112275600433, + 0.04916476458311081 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.313474178314209 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the interior of a black luxury car with beige leather seats and woodgrain details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an Asian man wearing a charcoal-gray wool suit, white shirt, and dark blue silk tie stepping out of the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's polished black Oxford shoe touch a shallow puddle on the asphalt, creating a ripple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by warm street lamps and flickering neon lights at night, casting reflections on the wet ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206817373633385 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206817373633385, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206817373633385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17410051822662354, + 0.06220375373959541, + 0.05785749480128288, + 0.07785831391811371, + 0.03672425076365471, + 0.06535924226045609, + 0.03576115518808365, + 0.06232498586177826, + 0.3135007321834564, + 0.11430952697992325 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.014206817373633385 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_15/index_tensor([9921, 9921])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_15/index_tensor([9921, 9921])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..452f7a8135f9788ec348dec8149cf3180e34e046 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_15/index_tensor([9921, 9921])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot moves smoothly alongside a classic green tractor, driving across vast, open pastures under the warm glow of the afternoon sun. At the wheel sits a middle-aged farmer with weathered skin and kind eyes, wearing a faded blue denim jacket over a plaid flannel shirt. He steers with a practiced, steady hand, his expression quiet and focused. The tractor tows a large metal feed distribution cart, its green paint peeling and smeared with dried mud. From a chute on the side of the cart, a steady stream of dark, richly textured green fodder is meticulously distributed onto the grass. A large herd of black and white cows flows dynamically alongside the tractor, their hooves kicking up small clumps of dirt. Some cows trot eagerly to the front, while others gently huddle in position, heads bowed, and begin to eat, creating a scene of busy yet peaceful agricultural life. The low sun casts long shadows across the rolling green hills, illuminating the dancing dust in the air and creating a tranquil, almost nostalgic atmosphere.", + "seed": 1012, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_15/index_9921_seed_1012_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019336594315245748, + "vlm_logprob": -0.019336594315245748, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.019336594315245748, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023036127910017967 + ], + "opposite_logprob_tokens": [ + -3.898036241531372 + ], + "logprob_reward": -0.023036127910017967, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023036127910017967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13689576089382172, + 0.10370884090662003, + 0.04360104352235794, + 0.04028455913066864, + 0.10691329091787338, + 0.14266861975193024, + 0.05595019459724426, + 0.048070598393678665, + 0.17584827542304993, + 0.1460588127374649 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.023036127910017967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810521960258484 + ], + "opposite_logprob_tokens": [ + -3.2881052494049072 + ], + "logprob_reward": -0.03810521960258484, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810521960258484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20530858635902405, + 0.09974882751703262, + 0.07031570374965668, + 0.09841828793287277, + 0.07929326593875885, + 0.0828106552362442, + 0.06353447586297989, + 0.10036812722682953, + 0.11508947610855103, + 0.08511249721050262 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.03810521960258484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097782202064991 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.0097782202064991, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097782202064991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09634567052125931, + 0.06197742372751236, + 0.0837957039475441, + 0.06279490888118744, + 0.1178622841835022, + 0.1401086449623108, + 0.08956929296255112, + 0.11426644027233124, + 0.10777062922716141, + 0.12550905346870422 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.0097782202064991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280736058950424 + ], + "opposite_logprob_tokens": [ + -3.773280620574951 + ], + "logprob_reward": -0.023280736058950424, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280736058950424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11069599539041519, + 0.08162978291511536, + 0.09730347990989685, + 0.055957064032554626, + 0.10902470350265503, + 0.1531154066324234, + 0.11287819594144821, + 0.1338443011045456, + 0.06973051279783249, + 0.07582059502601624 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.023280736058950424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002482667798176408 + ], + "opposite_logprob_tokens": [ + -6.002482891082764 + ], + "logprob_reward": -0.002482667798176408, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002482667798176408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2574269473552704, + 0.11819678544998169, + 0.07803431898355484, + 0.042310088872909546, + 0.1327003836631775, + 0.08563581854104996, + 0.036613885313272476, + 0.11326781660318375, + 0.0804208442568779, + 0.05539308860898018 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.002482667798176408 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves smoothly alongside a classic green tractor, driving across vast, open pastures under the warm glow of the afternoon sun. At the wheel sits a middle-aged farmer with weathered skin and kind eyes, wearing a faded blue denim jacket over a plaid flannel shirt. He steers with a practiced, steady hand, his expression quiet and focused. The tractor tows a large metal feed distribution cart, its green paint peeling and smeared with dried mud. From a chute on the side of the cart, a steady stream of dark, richly textured green fodder is meticulously distributed onto the grass. A large herd of black and white cows flows dynamically alongside the tractor, their hooves kicking up small clumps of dirt. Some cows trot eagerly to the front, while others gently huddle in position, heads bowed, and begin to eat, creating a scene of busy yet peaceful agricultural life. The low sun casts long shadows across the rolling green hills, illuminating the dancing dust in the air and creating a tranquil, almost nostalgic atmosphere.", + "seed": 1013, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_15/index_9921_seed_1013_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04672098904848099, + "vlm_logprob": -0.04672098904848099, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04672098904848099, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04657980799674988 + ], + "opposite_logprob_tokens": [ + -3.1715798377990723 + ], + "logprob_reward": -0.04657980799674988, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04657980799674988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20009765028953552, + 0.04406370222568512, + 0.059112221002578735, + 0.04387388750910759, + 0.10269766300916672, + 0.12040175497531891, + 0.11616542935371399, + 0.1649394929409027, + 0.050652701407670975, + 0.09799559414386749 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.04657980799674988 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031797736883163 + ], + "opposite_logprob_tokens": [ + -2.35031795501709 + ], + "logprob_reward": -0.10031797736883163, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031797736883163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21268562972545624, + 0.09445305913686752, + 0.07343468070030212, + 0.04424275830388069, + 0.10922087728977203, + 0.14400409162044525, + 0.12029708176851273, + 0.09410727024078369, + 0.049806997179985046, + 0.05774762108922005 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.10031797736883163 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581139251589775 + ], + "opposite_logprob_tokens": [ + -3.8955812454223633 + ], + "logprob_reward": -0.020581139251589775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581139251589775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12157906591892242, + 0.1997394561767578, + 0.08539081364870071, + 0.03536225110292435, + 0.07671165466308594, + 0.09002022445201874, + 0.10108019411563873, + 0.18512359261512756, + 0.05401964858174324, + 0.050973080098629 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.020581139251589775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062037643045186996 + ], + "opposite_logprob_tokens": [ + -2.812037706375122 + ], + "logprob_reward": -0.062037643045186996, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062037643045186996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2560442090034485, + 0.13913504779338837, + 0.15037913620471954, + 0.04654623568058014, + 0.12993791699409485, + 0.04890430346131325, + 0.056001726537942886, + 0.07788930833339691, + 0.03580043464899063, + 0.05936170741915703 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.062037643045186996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088377580046654 + ], + "opposite_logprob_tokens": [ + -5.504088401794434 + ], + "logprob_reward": -0.004088377580046654, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088377580046654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20549850165843964, + 0.09785278141498566, + 0.06012244522571564, + 0.029878078028559685, + 0.3223210871219635, + 0.03167736902832985, + 0.06432364881038666, + 0.04928499087691307, + 0.032958757132291794, + 0.10608229041099548 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.004088377580046654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves smoothly alongside a classic green tractor, driving across vast, open pastures under the warm glow of the afternoon sun. At the wheel sits a middle-aged farmer with weathered skin and kind eyes, wearing a faded blue denim jacket over a plaid flannel shirt. He steers with a practiced, steady hand, his expression quiet and focused. The tractor tows a large metal feed distribution cart, its green paint peeling and smeared with dried mud. From a chute on the side of the cart, a steady stream of dark, richly textured green fodder is meticulously distributed onto the grass. A large herd of black and white cows flows dynamically alongside the tractor, their hooves kicking up small clumps of dirt. Some cows trot eagerly to the front, while others gently huddle in position, heads bowed, and begin to eat, creating a scene of busy yet peaceful agricultural life. The low sun casts long shadows across the rolling green hills, illuminating the dancing dust in the air and creating a tranquil, almost nostalgic atmosphere.", + "seed": 1014, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_15/index_9921_seed_1014_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03433312401175499, + "vlm_logprob": -0.03433312401175499, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.03433312401175499, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006580824498087168 + ], + "opposite_logprob_tokens": [ + -5.256580829620361 + ], + "logprob_reward": -0.006580824498087168, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006580824498087168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19138748943805695, + 0.044879984110593796, + 0.10591674596071243, + 0.15334101021289825, + 0.05824613198637962, + 0.020013872534036636, + 0.27126002311706543, + 0.04323213919997215, + 0.06013530492782593, + 0.05158727616071701 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.006580824498087168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904142677783966 + ], + "opposite_logprob_tokens": [ + -2.4640414714813232 + ], + "logprob_reward": -0.08904142677783966, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904142677783966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1730521321296692, + 0.09679945558309555, + 0.05012228339910507, + 0.0711936429142952, + 0.01613525114953518, + 0.012295936234295368, + 0.4510992467403412, + 0.030717311426997185, + 0.06486458331346512, + 0.03372016176581383 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.08904142677783966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092295654118061 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092295654118061, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092295654118061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18503180146217346, + 0.04001671448349953, + 0.0700855702161789, + 0.10392691940069199, + 0.039305828511714935, + 0.01908229850232601, + 0.33377134799957275, + 0.03003121353685856, + 0.11693958193063736, + 0.061808738857507706 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.004092295654118061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700160339474678 + ], + "opposite_logprob_tokens": [ + -2.6950161457061768 + ], + "logprob_reward": -0.0700160339474678, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700160339474678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18367697298526764, + 0.011785295791924, + 0.02826808951795101, + 0.04623475298285484, + 0.015516913495957851, + 0.011802834458649158, + 0.6411704421043396, + 0.016681302338838577, + 0.026202136650681496, + 0.01866118051111698 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0700160339474678 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019350391812622547 + ], + "opposite_logprob_tokens": [ + -6.251935005187988 + ], + "logprob_reward": -0.0019350391812622547, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019350391812622547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2715243995189667, + 0.026802493259310722, + 0.078632652759552, + 0.09656625241041183, + 0.03641403093934059, + 0.03084833174943924, + 0.1347082555294037, + 0.18107657134532928, + 0.07171084731817245, + 0.07171618193387985 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0019350391812622547 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot moves smoothly alongside a classic green tractor, driving across vast, open pastures under the warm glow of the afternoon sun. At the wheel sits a middle-aged farmer with weathered skin and kind eyes, wearing a faded blue denim jacket over a plaid flannel shirt. He steers with a practiced, steady hand, his expression quiet and focused. The tractor tows a large metal feed distribution cart, its green paint peeling and smeared with dried mud. From a chute on the side of the cart, a steady stream of dark, richly textured green fodder is meticulously distributed onto the grass. A large herd of black and white cows flows dynamically alongside the tractor, their hooves kicking up small clumps of dirt. Some cows trot eagerly to the front, while others gently huddle in position, heads bowed, and begin to eat, creating a scene of busy yet peaceful agricultural life. The low sun casts long shadows across the rolling green hills, illuminating the dancing dust in the air and creating a tranquil, almost nostalgic atmosphere.", + "seed": 1015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_15/index_9921_seed_1015_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02938767969608307, + "vlm_logprob": -0.02938767969608307, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02938767969608307, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013881095685064793 + ], + "opposite_logprob_tokens": [ + -4.513881206512451 + ], + "logprob_reward": -0.013881095685064793, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013881095685064793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1609596461057663, + 0.12573949992656708, + 0.09713354706764221, + 0.05309275910258293, + 0.04304523766040802, + 0.0584418885409832, + 0.1175059899687767, + 0.07037989795207977, + 0.05510631948709488, + 0.21859517693519592 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.013881095685064793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003426551818848 + ], + "opposite_logprob_tokens": [ + -2.6950342655181885 + ], + "logprob_reward": -0.07003426551818848, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003426551818848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09683211892843246, + 0.10235883295536041, + 0.1234242394566536, + 0.03338587284088135, + 0.030108235776424408, + 0.1107669547200203, + 0.15825922787189484, + 0.035728007555007935, + 0.17706042528152466, + 0.13207615911960602 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.07003426551818848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253320559859276 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253320559859276, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253320559859276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0858219638466835, + 0.13425399363040924, + 0.13197389245033264, + 0.027791248634457588, + 0.030613750219345093, + 0.18973992764949799, + 0.11530298739671707, + 0.09419548511505127, + 0.11149951815605164, + 0.07880724966526031 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.005253320559859276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495711788535118 + ], + "opposite_logprob_tokens": [ + -2.929957151412964 + ], + "logprob_reward": -0.05495711788535118, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495711788535118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06201402097940445, + 0.09305942803621292, + 0.09037957340478897, + 0.04223577305674553, + 0.02746465988457203, + 0.27540674805641174, + 0.1888120323419571, + 0.02052920125424862, + 0.10470577329397202, + 0.09539277106523514 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.05495711788535118 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking smoothly alongside a classic green tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a middle-aged farmer with weathered skin wearing a faded blue denim jacket over a plaid flannel shirt visible driving the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large metal feed distribution cart with peeling green paint and dried mud being towed by the tractor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a herd of black and white cows flowing alongside the tractor, with some eating green fodder distributed from the cart?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in vast open pastures under the warm glow of the afternoon sun casting long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002812598831951618 + ], + "opposite_logprob_tokens": [ + -5.877812385559082 + ], + "logprob_reward": -0.002812598831951618, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002812598831951618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11488604545593262, + 0.0833188146352768, + 0.06576411426067352, + 0.04578884690999985, + 0.03686762973666191, + 0.2002592384815216, + 0.16086086630821228, + 0.07107578963041306, + 0.10578768700361252, + 0.11539091914892197 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.002812598831951618 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_2/index_tensor([9144, 9144])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_2/index_tensor([9144, 9144])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d9247c5053b1ead6d0bf46da92c2e6b290cebbc7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_2/index_tensor([9144, 9144])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid, eye-level tracking shot glides from left to right, following a lone figure dressed in modern streetwear as they rhythmically carry a basketball across a vast, mirrored, polished marble floor. The figure, whose features are partially obscured by the hood of an oversized black patterned hoodie, moves with confidence and fluidity, while their baggy khaki overalls and pristine high-top sneakers contrast sharply with the setting. They are in a vast, empty, and luxurious ballroom from a bygone era. Above, three massive, ornate crystal chandeliers hang from the high-vaulted ceiling, their warm, luminous light refracted into thousands of glittering points that dance across the gilded wall moldings and the high-gloss surface of the floor. Each steady, impactful bounce of the orange basketball is sharp and clear, the sound reverberating powerfully throughout the vast space, forming a lonely, modern rhythm against the silent grandeur. The entire scene is steeped in a surreal, anachronistic atmosphere, as the focused kinetic energy of street culture invades and reshapes a static, classically luxurious space.", + "seed": 10179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_2/index_9144_seed_10179_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07027395463082939, + "vlm_logprob": -0.07027395463082939, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.07027395463082939, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31737732887268066 + ], + "opposite_logprob_tokens": [ + -1.4423773288726807 + ], + "logprob_reward": -0.31737732887268066, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.31737732887268066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061556749045848846, + 0.06804003566503525, + 0.0730241909623146, + 0.030788486823439598, + 0.6391470432281494, + 0.031092988327145576, + 0.011501558125019073, + 0.026239845901727676, + 0.03998071327805519, + 0.0186284389346838 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.31737732887268066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362799108028412 + ], + "opposite_logprob_tokens": [ + -3.651362895965576 + ], + "logprob_reward": -0.026362799108028412, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362799108028412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13918578624725342, + 0.12277254462242126, + 0.054972194135189056, + 0.09218066185712814, + 0.3296915590763092, + 0.03722817823290825, + 0.032812248915433884, + 0.03220389783382416, + 0.11767919361591339, + 0.04127371311187744 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.026362799108028412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028219898231327534 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028219898231327534, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028219898231327534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04698033258318901, + 0.05648403614759445, + 0.06609050929546356, + 0.01600719802081585, + 0.6773036122322083, + 0.04965503141283989, + 0.016777608543634415, + 0.009871809743344784, + 0.038893721997737885, + 0.021936170756816864 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.0028219898231327534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409158319234848 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.00409158319234848, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409158319234848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059835854917764664, + 0.052492525428533554, + 0.033044908195734024, + 0.01538535300642252, + 0.7807223796844482, + 0.01626601815223694, + 0.006542827468365431, + 0.005345316603779793, + 0.014627553522586823, + 0.015737181529402733 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.00409158319234848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007160721579566598 + ], + "opposite_logprob_tokens": [ + -7.250716209411621 + ], + "logprob_reward": -0.0007160721579566598, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007160721579566598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13072121143341064, + 0.08683021366596222, + 0.062486499547958374, + 0.05454306676983833, + 0.2970304489135742, + 0.19804294407367706, + 0.0252756979316473, + 0.02531103976070881, + 0.06825310736894608, + 0.05150572583079338 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0007160721579566598 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, eye-level tracking shot glides from left to right, following a lone figure dressed in modern streetwear as they rhythmically carry a basketball across a vast, mirrored, polished marble floor. The figure, whose features are partially obscured by the hood of an oversized black patterned hoodie, moves with confidence and fluidity, while their baggy khaki overalls and pristine high-top sneakers contrast sharply with the setting. They are in a vast, empty, and luxurious ballroom from a bygone era. Above, three massive, ornate crystal chandeliers hang from the high-vaulted ceiling, their warm, luminous light refracted into thousands of glittering points that dance across the gilded wall moldings and the high-gloss surface of the floor. Each steady, impactful bounce of the orange basketball is sharp and clear, the sound reverberating powerfully throughout the vast space, forming a lonely, modern rhythm against the silent grandeur. The entire scene is steeped in a surreal, anachronistic atmosphere, as the focused kinetic energy of street culture invades and reshapes a static, classically luxurious space.", + "seed": 10180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_2/index_9144_seed_10180_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.048479522520210594, + "vlm_logprob": -0.048479522520210594, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.048479522520210594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2101510614156723 + ], + "opposite_logprob_tokens": [ + -1.8351510763168335 + ], + "logprob_reward": -0.2101510614156723, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.2101510614156723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4366389811038971, + 0.09303448349237442, + 0.06820647418498993, + 0.047178253531455994, + 0.08022415637969971, + 0.05367806926369667, + 0.056071601808071136, + 0.05878802761435509, + 0.05415483936667442, + 0.05202504247426987 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2101510614156723 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026357922703027725 + ], + "opposite_logprob_tokens": [ + -3.651357889175415 + ], + "logprob_reward": -0.026357922703027725, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026357922703027725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11647109687328339, + 0.14482100307941437, + 0.1532614678144455, + 0.13926832377910614, + 0.06102022901177406, + 0.06997944414615631, + 0.057407576590776443, + 0.06180507317185402, + 0.11628133058547974, + 0.07968450337648392 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.026357922703027725 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036194308195263147 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036194308195263147, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036194308195263147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17011034488677979, + 0.11458542943000793, + 0.2231852412223816, + 0.13063272833824158, + 0.0388956144452095, + 0.042149197310209274, + 0.061035554856061935, + 0.08734732121229172, + 0.06436879932880402, + 0.06768979877233505 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0036194308195263147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017107388703152537 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017107388703152537, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017107388703152537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2549404501914978, + 0.12582291662693024, + 0.061534155160188675, + 0.04150068759918213, + 0.2510952055454254, + 0.05686236545443535, + 0.032674290239810944, + 0.03957035392522812, + 0.08663470298051834, + 0.04936489090323448 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0017107388703152537 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005584587925113738 + ], + "opposite_logprob_tokens": [ + -7.500558376312256 + ], + "logprob_reward": -0.0005584587925113738, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005584587925113738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25827136635780334, + 0.13373416662216187, + 0.05568071827292442, + 0.057085298001766205, + 0.1865183264017105, + 0.05169375613331795, + 0.08800873905420303, + 0.05381501093506813, + 0.044461607933044434, + 0.07073098421096802 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0005584587925113738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, eye-level tracking shot glides from left to right, following a lone figure dressed in modern streetwear as they rhythmically carry a basketball across a vast, mirrored, polished marble floor. The figure, whose features are partially obscured by the hood of an oversized black patterned hoodie, moves with confidence and fluidity, while their baggy khaki overalls and pristine high-top sneakers contrast sharply with the setting. They are in a vast, empty, and luxurious ballroom from a bygone era. Above, three massive, ornate crystal chandeliers hang from the high-vaulted ceiling, their warm, luminous light refracted into thousands of glittering points that dance across the gilded wall moldings and the high-gloss surface of the floor. Each steady, impactful bounce of the orange basketball is sharp and clear, the sound reverberating powerfully throughout the vast space, forming a lonely, modern rhythm against the silent grandeur. The entire scene is steeped in a surreal, anachronistic atmosphere, as the focused kinetic energy of street culture invades and reshapes a static, classically luxurious space.", + "seed": 10181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_2/index_9144_seed_10181_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04558853900525719, + "vlm_logprob": -0.04558853900525719, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.04558853900525719, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.210134819149971 + ], + "opposite_logprob_tokens": [ + -1.8351348638534546 + ], + "logprob_reward": -0.210134819149971, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.210134819149971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0975833311676979, + 0.1159425601363182, + 0.06344641000032425, + 0.191819429397583, + 0.07006767392158508, + 0.12847469747066498, + 0.10220218449831009, + 0.10969129204750061, + 0.057860393077135086, + 0.06291212141513824 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.210134819149971 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563135474920273 + ], + "opposite_logprob_tokens": [ + -4.387563228607178 + ], + "logprob_reward": -0.012563135474920273, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563135474920273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08386165648698807, + 0.07489889115095139, + 0.11873139441013336, + 0.20306195318698883, + 0.0442650131881237, + 0.12862861156463623, + 0.07324165105819702, + 0.05807888135313988, + 0.13156116008758545, + 0.08367080241441727 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.012563135474920273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024937265552580357 + ], + "opposite_logprob_tokens": [ + -6.002493858337402 + ], + "logprob_reward": -0.0024937265552580357, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024937265552580357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35693711042404175, + 0.07906641066074371, + 0.06838785111904144, + 0.06116154417395592, + 0.03859328106045723, + 0.14244478940963745, + 0.05322056636214256, + 0.06458386778831482, + 0.0547269806265831, + 0.08087754994630814 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0024937265552580357 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017107388703152537 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017107388703152537, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017107388703152537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14456716179847717, + 0.08300255984067917, + 0.06580335646867752, + 0.19227708876132965, + 0.0530974455177784, + 0.08658643811941147, + 0.07532911747694016, + 0.07256542891263962, + 0.1357661336660385, + 0.09100529551506042 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0017107388703152537 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010402749758213758 + ], + "opposite_logprob_tokens": [ + -6.876040458679199 + ], + "logprob_reward": -0.0010402749758213758, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010402749758213758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2911725342273712, + 0.10674822330474854, + 0.07753798365592957, + 0.1679406613111496, + 0.043840985745191574, + 0.08300530910491943, + 0.04906271770596504, + 0.04639529436826706, + 0.06019655615091324, + 0.07409970462322235 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0010402749758213758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, eye-level tracking shot glides from left to right, following a lone figure dressed in modern streetwear as they rhythmically carry a basketball across a vast, mirrored, polished marble floor. The figure, whose features are partially obscured by the hood of an oversized black patterned hoodie, moves with confidence and fluidity, while their baggy khaki overalls and pristine high-top sneakers contrast sharply with the setting. They are in a vast, empty, and luxurious ballroom from a bygone era. Above, three massive, ornate crystal chandeliers hang from the high-vaulted ceiling, their warm, luminous light refracted into thousands of glittering points that dance across the gilded wall moldings and the high-gloss surface of the floor. Each steady, impactful bounce of the orange basketball is sharp and clear, the sound reverberating powerfully throughout the vast space, forming a lonely, modern rhythm against the silent grandeur. The entire scene is steeped in a surreal, anachronistic atmosphere, as the focused kinetic energy of street culture invades and reshapes a static, classically luxurious space.", + "seed": 10182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_2/index_9144_seed_10182_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09315940947271883, + "vlm_logprob": -0.09315940947271883, + "vlm_yes_no_margin": 4.824999988079071, + "vlm_token_credit": -0.09315940947271883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.44233614206314087 + ], + "opposite_logprob_tokens": [ + -1.192336082458496 + ], + "logprob_reward": -0.44233614206314087, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.44233614206314087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06908023357391357, + 0.05430593341588974, + 0.15851281583309174, + 0.3607451021671295, + 0.12274109572172165, + 0.08052895963191986, + 0.01507274154573679, + 0.06281473487615585, + 0.02086605504155159, + 0.05533232539892197 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.44233614206314087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208492547273636 + ], + "opposite_logprob_tokens": [ + -4.0182085037231445 + ], + "logprob_reward": -0.018208492547273636, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208492547273636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05758027359843254, + 0.20074735581874847, + 0.13073168694972992, + 0.12117162346839905, + 0.038683824241161346, + 0.05102662742137909, + 0.04329269751906395, + 0.3112879991531372, + 0.029999058693647385, + 0.015478872694075108 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.018208492547273636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002822346519678831 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.002822346519678831, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002822346519678831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11127380281686783, + 0.0469992570579052, + 0.15298736095428467, + 0.3469190299510956, + 0.0414932556450367, + 0.04886392876505852, + 0.03856964781880379, + 0.15688525140285492, + 0.029659686610102654, + 0.026348702609539032 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.002822346519678831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015115038258954883 + ], + "opposite_logprob_tokens": [ + -6.501511573791504 + ], + "logprob_reward": -0.0015115038258954883, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015115038258954883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14995336532592773, + 0.036612898111343384, + 0.07574774324893951, + 0.06788987666368484, + 0.051875729113817215, + 0.39479586482048035, + 0.030589045956730843, + 0.11759625375270844, + 0.03490236774086952, + 0.04003685712814331 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0015115038258954883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot eye-level and tracking smoothly from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lone figure wearing an oversized black patterned hoodie and baggy khaki overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure rhythmically carrying and bouncing an orange basketball on a vast, mirrored, polished marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the setting feature a vast, empty, luxurious ballroom with three massive ornate crystal chandeliers and gilded wall moldings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and luminous, with light refracting into glittering points on the floor and walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00091856240760535 + ], + "opposite_logprob_tokens": [ + -7.000918388366699 + ], + "logprob_reward": -0.00091856240760535, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.00091856240760535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19630388915538788, + 0.11898794770240784, + 0.24358731508255005, + 0.12271306663751602, + 0.06229282170534134, + 0.095767080783844, + 0.028784919530153275, + 0.0551636628806591, + 0.0410127155482769, + 0.035386618226766586 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.00091856240760535 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_3/index_tensor([868, 868])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_3/index_tensor([868, 868])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9e959795f147a34d2334891b9c1077eadb8402a6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_3/index_tensor([868, 868])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strikingly dynamic low-angle tracking shot follows a bizarre-looking spacecraft as it hurtles through the skyscraper canyons of a futuristic metropolis with astonishing agility. The craft, with its mantis-like silhouette, is constructed of a matte charcoal-black composite material, its faceted, geometric armor punctuated by warning lines of glowing orange. Set on a night of drizzling cold rain, the glass and steel monolith soars into the sky, its slippery surfaces reflecting the distorted, blurry blue-violet light of the flashing neon lights of the streets below and the massive holographic billboards. The craft's flight path is aggressive, sometimes lurching sideways, narrowly grazing an aerial traffic tube, sometimes plummeting, then suddenly soaring vertically, apparently in mad pursuit of a target unseen by the camera. Its twin tail engines spewed out blazing blue plasma flames, briefly illuminating the surrounding raindrops and cold building facades. The roar of the engines echoed in the narrow urban canyons, interweaving with the chaotic light and shadow, creating a suffocating and tense atmosphere full of high-tech speed.", + "seed": 5305, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_3/index_868_seed_5305_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06023633787408471, + "vlm_logprob": -0.06023633787408471, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.06023633787408471, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07146058976650238 + ], + "opposite_logprob_tokens": [ + -2.696460485458374 + ], + "logprob_reward": -0.07146058976650238, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07146058976650238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07144054770469666, + 0.056771017611026764, + 0.03461364284157753, + 0.06754639744758606, + 0.04587644711136818, + 0.12024948000907898, + 0.07331179827451706, + 0.37695303559303284, + 0.06829313933849335, + 0.08494455367326736 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.07146058976650238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990638315677643 + ], + "opposite_logprob_tokens": [ + -1.8049063682556152 + ], + "logprob_reward": -0.17990638315677643, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990638315677643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07067082077264786, + 0.06549177318811417, + 0.03128235787153244, + 0.038349561393260956, + 0.05802522972226143, + 0.2721986174583435, + 0.032204557210206985, + 0.30055055022239685, + 0.07017165422439575, + 0.061054859310388565 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.17990638315677643 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038091447204351425 + ], + "opposite_logprob_tokens": [ + -3.2880914211273193 + ], + "logprob_reward": -0.038091447204351425, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038091447204351425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07747281342744827, + 0.0765356719493866, + 0.05753418430685997, + 0.09445427358150482, + 0.11582188308238983, + 0.04050057753920555, + 0.03918327018618584, + 0.1259264349937439, + 0.08763624727725983, + 0.2849346399307251 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.038091447204351425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096094518899918 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004096094518899918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096094518899918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07359863072633743, + 0.18319712579250336, + 0.022219311445951462, + 0.04068911820650101, + 0.03593381494283676, + 0.059454161673784256, + 0.12398066371679306, + 0.23062971234321594, + 0.18423309922218323, + 0.046064432710409164 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.004096094518899918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627174723893404 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627174723893404, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627174723893404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1561869978904724, + 0.11527163535356522, + 0.06268385797739029, + 0.054591041058301926, + 0.07696213573217392, + 0.09947215020656586, + 0.11296764016151428, + 0.16052018105983734, + 0.07287666201591492, + 0.08846773207187653 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.007627174723893404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a bizarre-looking spacecraft as it hurtles through the skyscraper canyons of a futuristic metropolis with astonishing agility. The craft, with its mantis-like silhouette, is constructed of a matte charcoal-black composite material, its faceted, geometric armor punctuated by warning lines of glowing orange. Set on a night of drizzling cold rain, the glass and steel monolith soars into the sky, its slippery surfaces reflecting the distorted, blurry blue-violet light of the flashing neon lights of the streets below and the massive holographic billboards. The craft's flight path is aggressive, sometimes lurching sideways, narrowly grazing an aerial traffic tube, sometimes plummeting, then suddenly soaring vertically, apparently in mad pursuit of a target unseen by the camera. Its twin tail engines spewed out blazing blue plasma flames, briefly illuminating the surrounding raindrops and cold building facades. The roar of the engines echoed in the narrow urban canyons, interweaving with the chaotic light and shadow, creating a suffocating and tense atmosphere full of high-tech speed.", + "seed": 5306, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_3/index_868_seed_5306_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04691253304481506, + "vlm_logprob": -0.04691253304481506, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.04691253304481506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05624080449342728 + ], + "opposite_logprob_tokens": [ + -2.9312407970428467 + ], + "logprob_reward": -0.05624080449342728, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05624080449342728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07130613178014755, + 0.06890032440423965, + 0.0636470764875412, + 0.09024606645107269, + 0.08658391237258911, + 0.07298144698143005, + 0.14331841468811035, + 0.09524097293615341, + 0.20419929921627045, + 0.10357639193534851 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.05624080449342728 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034992039203644 + ], + "opposite_logprob_tokens": [ + -1.91034996509552 + ], + "logprob_reward": -0.16034992039203644, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034992039203644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08616788685321808, + 0.07589153945446014, + 0.05922674760222435, + 0.10522028058767319, + 0.08199045807123184, + 0.13086028397083282, + 0.1506650298833847, + 0.0690273866057396, + 0.17748558521270752, + 0.06346476078033447 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.16034992039203644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248339846730232 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248339846730232, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248339846730232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10552464425563812, + 0.0944800153374672, + 0.12520712614059448, + 0.1283227652311325, + 0.07328259199857712, + 0.09673471003770828, + 0.048865821212530136, + 0.035158563405275345, + 0.22601117193698883, + 0.06641251593828201 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.005248339846730232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092533141374588 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092533141374588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092533141374588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04539768770337105, + 0.054388754069805145, + 0.0973219946026802, + 0.22143283486366272, + 0.053391311317682266, + 0.05635906010866165, + 0.0553106926381588, + 0.06599195301532745, + 0.2807152569293976, + 0.06969039142131805 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.004092533141374588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631067350506783 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631067350506783, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631067350506783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05344662815332413, + 0.2634832262992859, + 0.0651990994811058, + 0.0811421126127243, + 0.07225595414638519, + 0.054568976163864136, + 0.02309875749051571, + 0.03865598887205124, + 0.31182849407196045, + 0.036320753395557404 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.008631067350506783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a bizarre-looking spacecraft as it hurtles through the skyscraper canyons of a futuristic metropolis with astonishing agility. The craft, with its mantis-like silhouette, is constructed of a matte charcoal-black composite material, its faceted, geometric armor punctuated by warning lines of glowing orange. Set on a night of drizzling cold rain, the glass and steel monolith soars into the sky, its slippery surfaces reflecting the distorted, blurry blue-violet light of the flashing neon lights of the streets below and the massive holographic billboards. The craft's flight path is aggressive, sometimes lurching sideways, narrowly grazing an aerial traffic tube, sometimes plummeting, then suddenly soaring vertically, apparently in mad pursuit of a target unseen by the camera. Its twin tail engines spewed out blazing blue plasma flames, briefly illuminating the surrounding raindrops and cold building facades. The roar of the engines echoed in the narrow urban canyons, interweaving with the chaotic light and shadow, creating a suffocating and tense atmosphere full of high-tech speed.", + "seed": 5307, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_3/index_868_seed_5307_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06050900695845485, + "vlm_logprob": -0.06050900695845485, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06050900695845485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07148633897304535 + ], + "opposite_logprob_tokens": [ + -2.696486234664917 + ], + "logprob_reward": -0.07148633897304535, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07148633897304535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24016985297203064, + 0.08496551215648651, + 0.05467475950717926, + 0.09419983625411987, + 0.09417528659105301, + 0.17442622780799866, + 0.046365801244974136, + 0.028982585296034813, + 0.08385510742664337, + 0.0981849953532219 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.07148633897304535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038425266742706 + ], + "opposite_logprob_tokens": [ + -1.9103842973709106 + ], + "logprob_reward": -0.16038425266742706, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038425266742706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28568631410598755, + 0.06549795717000961, + 0.023878855630755424, + 0.04017586261034012, + 0.17952007055282593, + 0.02213105373084545, + 0.03169368579983711, + 0.19720694422721863, + 0.08727657794952393, + 0.06693264096975327 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.16038425266742706 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494741350412369 + ], + "opposite_logprob_tokens": [ + -2.9299473762512207 + ], + "logprob_reward": -0.05494741350412369, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494741350412369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2851465046405792, + 0.025662226602435112, + 0.054004259407520294, + 0.0575316920876503, + 0.10463648289442062, + 0.03717051446437836, + 0.03309899568557739, + 0.21798425912857056, + 0.1008070856332779, + 0.08395800739526749 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.05494741350412369 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947511177510023 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947511177510023, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947511177510023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2007160782814026, + 0.02111351676285267, + 0.04376498982310295, + 0.05619470775127411, + 0.07710033655166626, + 0.03680945187807083, + 0.05739084631204605, + 0.2984504997730255, + 0.15396036207675934, + 0.05449927598237991 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.005947511177510023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779518470168114 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779518470168114, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779518470168114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21632875502109528, + 0.0254975575953722, + 0.036018840968608856, + 0.036327943205833435, + 0.3632461130619049, + 0.034247204661369324, + 0.03558865562081337, + 0.13381488621234894, + 0.054248299449682236, + 0.064681775867939 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.009779518470168114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic low-angle tracking shot follows a bizarre-looking spacecraft as it hurtles through the skyscraper canyons of a futuristic metropolis with astonishing agility. The craft, with its mantis-like silhouette, is constructed of a matte charcoal-black composite material, its faceted, geometric armor punctuated by warning lines of glowing orange. Set on a night of drizzling cold rain, the glass and steel monolith soars into the sky, its slippery surfaces reflecting the distorted, blurry blue-violet light of the flashing neon lights of the streets below and the massive holographic billboards. The craft's flight path is aggressive, sometimes lurching sideways, narrowly grazing an aerial traffic tube, sometimes plummeting, then suddenly soaring vertically, apparently in mad pursuit of a target unseen by the camera. Its twin tail engines spewed out blazing blue plasma flames, briefly illuminating the surrounding raindrops and cold building facades. The roar of the engines echoed in the narrow urban canyons, interweaving with the chaotic light and shadow, creating a suffocating and tense atmosphere full of high-tech speed.", + "seed": 5308, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_3/index_868_seed_5308_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03660458493977785, + "vlm_logprob": -0.03660458493977785, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03660458493977785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031714022159576416 + ], + "opposite_logprob_tokens": [ + -3.5317139625549316 + ], + "logprob_reward": -0.031714022159576416, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031714022159576416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06855157762765884, + 0.0594029501080513, + 0.060528431087732315, + 0.17725695669651031, + 0.03568433225154877, + 0.19214683771133423, + 0.22237791121006012, + 0.07087923586368561, + 0.04799056425690651, + 0.06518124043941498 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.031714022159576416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705844640731812 + ], + "opposite_logprob_tokens": [ + -2.127058506011963 + ], + "logprob_reward": -0.12705844640731812, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705844640731812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06389128416776657, + 0.05680045112967491, + 0.045288290828466415, + 0.14482639729976654, + 0.03663177043199539, + 0.0648718923330307, + 0.4154282212257385, + 0.06980385631322861, + 0.05274673178792, + 0.04971109330654144 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.12705844640731812 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624690420925617 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624690420925617, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624690420925617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09018754959106445, + 0.14768357574939728, + 0.26844322681427, + 0.09743180871009827, + 0.023487025871872902, + 0.04302322119474411, + 0.13218830525875092, + 0.03716115653514862, + 0.049981724470853806, + 0.11041238158941269 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.007624690420925617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092295654118061 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092295654118061, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092295654118061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08800710737705231, + 0.08535513281822205, + 0.03616052120923996, + 0.07495805621147156, + 0.03107437863945961, + 0.0799284502863884, + 0.37440186738967896, + 0.10466931015253067, + 0.038117796182632446, + 0.08732737600803375 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.004092295654118061 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spacecraft with a mantis-like silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft constructed of matte charcoal-black composite material with glowing orange warning lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a futuristic metropolis with skyscrapers during a night of drizzling rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spacecraft exhibit aggressive flight maneuvers including lurching sideways, grazing obstacles, and vertical soaring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot filmed from a low-angle perspective with a tracking camera following the spacecraft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533470056951046 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533470056951046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533470056951046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19909867644309998, + 0.08775610476732254, + 0.08285149186849594, + 0.12112488597631454, + 0.030114727094769478, + 0.045416757464408875, + 0.1828162670135498, + 0.04913909360766411, + 0.06860921531915665, + 0.13307277858257294 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.012533470056951046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_4/index_tensor([4406, 4406])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_4/index_tensor([4406, 4406])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2514b1adbab4c51e9a5b308ca34c105f40dbcf5c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_4/index_tensor([4406, 4406])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static shot, shot from the lower shelf, reveals a few colorful bags of dried cat food in the foreground, the camera peering through the gaps between them. A furry ginger tabby kitten, crouching low, swiftly and silently scurries out from under another shelf on the left side of the frame with remarkable agility, its bright green eyes gleaming with playfulness and alertness. At this moment, a pair of feet, clad in comfortable, well-worn brown leather shoes, slowly and rhythmically step into the frame, the store owner's rolled-up khaki trouser legs clearly visible. As if anticipating the footsteps, the kitten swiftly turns, almost brushing past the shoe, before sprinting to the other side of the frame and disappearing behind a sack of cat litter. The scene is bathed in the soft, afternoon sunlight that slants into the store, its beams of light skewing the airborne dust particles and casting long, soft shadows on the floor. Faded velvet mice and feather cat toys are scattered across the shop's wooden floor. A cat climbing frame and miscellaneous items in the distance create a warm yet slightly messy sense of life. The overall imagery has a warm, slightly faded, vintage film-like quality, dominated by desaturated browns and beiges, creating a tranquil, languid, and nostalgic atmosphere imbued with the joys of real life.", + "seed": 15492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_4/index_4406_seed_15492_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02528352476656437, + "vlm_logprob": -0.02528352476656437, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.02528352476656437, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019118089228868484 + ], + "opposite_logprob_tokens": [ + -4.019118309020996 + ], + "logprob_reward": -0.019118089228868484, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019118089228868484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037995871156454086, + 0.028032172471284866, + 0.8208804726600647, + 0.016227710992097855, + 0.016852453351020813, + 0.019749900326132774, + 0.016228092834353447, + 0.024762477725744247, + 0.008904878981411457, + 0.01036592572927475 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.019118089228868484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866885766386986 + ], + "opposite_logprob_tokens": [ + -3.04866886138916 + ], + "logprob_reward": -0.04866885766386986, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866885766386986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015440357849001884, + 0.022294070571660995, + 0.8814405202865601, + 0.008147922344505787, + 0.019860614091157913, + 0.007643465884029865, + 0.006708954926580191, + 0.023999344557523727, + 0.007078687194734812, + 0.007386020850390196 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.04866885766386986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742820143699646 + ], + "opposite_logprob_tokens": [ + -5.00674295425415 + ], + "logprob_reward": -0.006742820143699646, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742820143699646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04313176870346069, + 0.0295955128967762, + 0.7879772782325745, + 0.010721084661781788, + 0.012659967876970768, + 0.03419937565922737, + 0.05491052567958832, + 0.012955782003700733, + 0.006445738021284342, + 0.00740292901173234 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.006742820143699646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189294263720512 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189294263720512, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189294263720512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026687247678637505, + 0.028481638059020042, + 0.7374834418296814, + 0.0099630830809474, + 0.017198240384459496, + 0.04112491384148598, + 0.04088970646262169, + 0.06431985646486282, + 0.013813494704663754, + 0.020038409158587456 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.018189294263720512 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698562532663345 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.033698562532663345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698562532663345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01973682828247547, + 0.007236004341393709, + 0.9192583560943604, + 0.014076936058700085, + 0.004619084298610687, + 0.007071946281939745, + 0.0056145512498915195, + 0.006915008649230003, + 0.00608464702963829, + 0.009386658668518066 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.033698562532663345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from the lower shelf, reveals a few colorful bags of dried cat food in the foreground, the camera peering through the gaps between them. A furry ginger tabby kitten, crouching low, swiftly and silently scurries out from under another shelf on the left side of the frame with remarkable agility, its bright green eyes gleaming with playfulness and alertness. At this moment, a pair of feet, clad in comfortable, well-worn brown leather shoes, slowly and rhythmically step into the frame, the store owner's rolled-up khaki trouser legs clearly visible. As if anticipating the footsteps, the kitten swiftly turns, almost brushing past the shoe, before sprinting to the other side of the frame and disappearing behind a sack of cat litter. The scene is bathed in the soft, afternoon sunlight that slants into the store, its beams of light skewing the airborne dust particles and casting long, soft shadows on the floor. Faded velvet mice and feather cat toys are scattered across the shop's wooden floor. A cat climbing frame and miscellaneous items in the distance create a warm yet slightly messy sense of life. The overall imagery has a warm, slightly faded, vintage film-like quality, dominated by desaturated browns and beiges, creating a tranquil, languid, and nostalgic atmosphere imbued with the joys of real life.", + "seed": 15493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_4/index_4406_seed_15493_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05482829734683037, + "vlm_logprob": -0.05482829734683037, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.05482829734683037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02013540454208851 + ], + "opposite_logprob_tokens": [ + -4.020135402679443 + ], + "logprob_reward": -0.02013540454208851, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02013540454208851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08398207277059555, + 0.15469202399253845, + 0.07992790639400482, + 0.04500538855791092, + 0.21452204883098602, + 0.06725241243839264, + 0.048433542251586914, + 0.06926561146974564, + 0.0874423161149025, + 0.14947666227817535 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.02013540454208851 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003548741340637 + ], + "opposite_logprob_tokens": [ + -2.695035457611084 + ], + "logprob_reward": -0.07003548741340637, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003548741340637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19149847328662872, + 0.17310716211795807, + 0.04115404933691025, + 0.21008582413196564, + 0.1305893212556839, + 0.028585536405444145, + 0.03754043951630592, + 0.046077974140644073, + 0.029887180775403976, + 0.11147402226924896 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.07003548741340637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058732882142067 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058732882142067, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058732882142067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09802673012018204, + 0.09700490534305573, + 0.025466786697506905, + 0.021872662007808685, + 0.16088445484638214, + 0.030653664842247963, + 0.026881709694862366, + 0.2882979214191437, + 0.04957645386457443, + 0.20133468508720398 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.02058732882142067 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058218978345394 + ], + "opposite_logprob_tokens": [ + -3.8955821990966797 + ], + "logprob_reward": -0.02058218978345394, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058218978345394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12799474596977234, + 0.1358778178691864, + 0.058842733502388, + 0.14569073915481567, + 0.12817516922950745, + 0.020385844632983208, + 0.06210840120911598, + 0.04381217435002327, + 0.1815788894891739, + 0.09553354978561401 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.02058218978345394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280107617378235 + ], + "opposite_logprob_tokens": [ + -2.01780104637146 + ], + "logprob_reward": -0.14280107617378235, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280107617378235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11261050403118134, + 0.1530389040708542, + 0.04954656958580017, + 0.12492910027503967, + 0.09591063112020493, + 0.10531491786241531, + 0.07906413823366165, + 0.02391739934682846, + 0.12655630707740784, + 0.12911158800125122 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.14280107617378235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from the lower shelf, reveals a few colorful bags of dried cat food in the foreground, the camera peering through the gaps between them. A furry ginger tabby kitten, crouching low, swiftly and silently scurries out from under another shelf on the left side of the frame with remarkable agility, its bright green eyes gleaming with playfulness and alertness. At this moment, a pair of feet, clad in comfortable, well-worn brown leather shoes, slowly and rhythmically step into the frame, the store owner's rolled-up khaki trouser legs clearly visible. As if anticipating the footsteps, the kitten swiftly turns, almost brushing past the shoe, before sprinting to the other side of the frame and disappearing behind a sack of cat litter. The scene is bathed in the soft, afternoon sunlight that slants into the store, its beams of light skewing the airborne dust particles and casting long, soft shadows on the floor. Faded velvet mice and feather cat toys are scattered across the shop's wooden floor. A cat climbing frame and miscellaneous items in the distance create a warm yet slightly messy sense of life. The overall imagery has a warm, slightly faded, vintage film-like quality, dominated by desaturated browns and beiges, creating a tranquil, languid, and nostalgic atmosphere imbued with the joys of real life.", + "seed": 15494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_4/index_4406_seed_15494_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.041822508350014685, + "vlm_logprob": -0.041822508350014685, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.041822508350014685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02953284978866577 + ], + "opposite_logprob_tokens": [ + -3.6545329093933105 + ], + "logprob_reward": -0.02953284978866577, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02953284978866577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2695727050304413, + 0.07250913977622986, + 0.07941713184118271, + 0.11124778538942337, + 0.043534327298402786, + 0.05859899893403053, + 0.06946893036365509, + 0.08193502575159073, + 0.049545325338840485, + 0.16417062282562256 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.02953284978866577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302050307393074 + ], + "opposite_logprob_tokens": [ + -3.7733020782470703 + ], + "logprob_reward": -0.023302050307393074, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302050307393074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08624660968780518, + 0.03864370658993721, + 0.051408153027296066, + 0.17271314561367035, + 0.1541828066110611, + 0.10305343568325043, + 0.040708236396312714, + 0.07904907315969467, + 0.13360418379306793, + 0.14039070904254913 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.023302050307393074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864548608660698 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.00864548608660698, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864548608660698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09730687737464905, + 0.04134524241089821, + 0.02748042903840542, + 0.046137869358062744, + 0.058392301201820374, + 0.03806976601481438, + 0.09810911864042282, + 0.05622541904449463, + 0.3089311420917511, + 0.22800180315971375 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.00864548608660698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020582307130098343 + ], + "opposite_logprob_tokens": [ + -3.8955821990966797 + ], + "logprob_reward": -0.020582307130098343, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020582307130098343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1286959946155548, + 0.09522680193185806, + 0.050130974501371384, + 0.11195015162229538, + 0.08158133924007416, + 0.056187137961387634, + 0.1007382869720459, + 0.1063312515616417, + 0.16794203221797943, + 0.10121601074934006 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.020582307130098343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704984843730927 + ], + "opposite_logprob_tokens": [ + -2.1270499229431152 + ], + "logprob_reward": -0.12704984843730927, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704984843730927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26161062717437744, + 0.06938692927360535, + 0.06280487775802612, + 0.08314090967178345, + 0.09504508972167969, + 0.039475228637456894, + 0.07597798854112625, + 0.06956863403320312, + 0.069684237241745, + 0.173305481672287 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.12704984843730927 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot from the lower shelf, reveals a few colorful bags of dried cat food in the foreground, the camera peering through the gaps between them. A furry ginger tabby kitten, crouching low, swiftly and silently scurries out from under another shelf on the left side of the frame with remarkable agility, its bright green eyes gleaming with playfulness and alertness. At this moment, a pair of feet, clad in comfortable, well-worn brown leather shoes, slowly and rhythmically step into the frame, the store owner's rolled-up khaki trouser legs clearly visible. As if anticipating the footsteps, the kitten swiftly turns, almost brushing past the shoe, before sprinting to the other side of the frame and disappearing behind a sack of cat litter. The scene is bathed in the soft, afternoon sunlight that slants into the store, its beams of light skewing the airborne dust particles and casting long, soft shadows on the floor. Faded velvet mice and feather cat toys are scattered across the shop's wooden floor. A cat climbing frame and miscellaneous items in the distance create a warm yet slightly messy sense of life. The overall imagery has a warm, slightly faded, vintage film-like quality, dominated by desaturated browns and beiges, creating a tranquil, languid, and nostalgic atmosphere imbued with the joys of real life.", + "seed": 15495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_4/index_4406_seed_15495_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04466226063668728, + "vlm_logprob": -0.04466226063668728, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.04466226063668728, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044244855642318726 + ], + "opposite_logprob_tokens": [ + -3.1692447662353516 + ], + "logprob_reward": -0.044244855642318726, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044244855642318726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09568215161561966, + 0.07006631791591644, + 0.035916008055210114, + 0.13607847690582275, + 0.1713591367006302, + 0.07214463502168655, + 0.04632183536887169, + 0.034738510847091675, + 0.13294798135757446, + 0.20474497973918915 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.044244855642318726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710777759552 + ], + "opposite_logprob_tokens": [ + -3.4087107181549072 + ], + "logprob_reward": -0.033710777759552, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710777759552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05983952432870865, + 0.054134856909513474, + 0.04620085656642914, + 0.17971627414226532, + 0.08192267268896103, + 0.3175621032714844, + 0.047290168702602386, + 0.044220931828022, + 0.05743320658802986, + 0.11167936772108078 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.033710777759552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811566159129143 + ], + "opposite_logprob_tokens": [ + -3.2881157398223877 + ], + "logprob_reward": -0.03811566159129143, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811566159129143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08947604894638062, + 0.05407406762242317, + 0.03547021746635437, + 0.13462473452091217, + 0.06610552221536636, + 0.15962621569633484, + 0.14184705913066864, + 0.0721786841750145, + 0.045024026185274124, + 0.2015734165906906 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.03811566159129143 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819116808474064 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.01819116808474064, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819116808474064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08388346433639526, + 0.043226856738328934, + 0.024500379338860512, + 0.1623414158821106, + 0.10124741494655609, + 0.20118089020252228, + 0.09705884754657745, + 0.14990566670894623, + 0.05558132380247116, + 0.08107376098632812 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.01819116808474064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed from a low angle, peering through gaps between colorful bags of dried cat food in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry ginger tabby kitten visible crouching low and swiftly scurrying out from under a shelf on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a pair of feet wearing well-worn brown leather shoes and rolled-up khaki trousers step into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the kitten turn to avoid the shoes and sprint to the other side of the frame to disappear behind a sack of cat litter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft afternoon sunlight with visible dust particles and long shadows, featuring faded velvet mice and feather toys on a wooden floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890488401055336 + ], + "opposite_logprob_tokens": [ + -2.4640488624572754 + ], + "logprob_reward": -0.0890488401055336, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890488401055336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12748683989048004, + 0.0427548810839653, + 0.03446462005376816, + 0.0868731141090393, + 0.08443738520145416, + 0.05680563673377037, + 0.06209679692983627, + 0.0371183343231678, + 0.17682088911533356, + 0.2911413908004761 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0890488401055336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_5/index_tensor([68, 68])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_5/index_tensor([68, 68])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..86a85e6ac81ddd27e1c0b4c0abc8ea2af42729d3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_5/index_tensor([68, 68])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, extreme close-up, held in a static state, tightly frames the mountain face of a massive petrified guardian. The stone itself is a tapestry of geological time, with deep weathered cracks and rough textures, partially covered in vibrant greens and dark, damp mosses that cling to its ancient contours. As the head begins to turn downward in a slow, inexorable, deliberate motion, a faint grinding sound of stone against stone is suggested, dispelling tiny pebbles and dust particles floating in the air. Despite its immense scale and the palpable weight of its movements, the guardian's expression is one of profound calm and contemplation; its massive, sculpted lips are set in a neutral line, its broad brow relaxed. From its deep stone sockets, its eyes radiate a soft, protective golden-white glow, a steady, warm light that gently illuminates the planes of its own face, casting long, shifting shadows. This inner glow contrasts sharply with the cool, aimless ambient light of the misty, overcast sky, creating an atmosphere of solemn, ancient tranquility as it gazes down at the tiny, unseen objects below.", + "seed": 23084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_5/index_68_seed_23084_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10500487610697747, + "vlm_logprob": -0.10500487610697747, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.10500487610697747, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030610041692852974 + ], + "opposite_logprob_tokens": [ + -3.5306100845336914 + ], + "logprob_reward": -0.030610041692852974, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030610041692852974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07697725296020508, + 0.06580068171024323, + 0.13417264819145203, + 0.17410477995872498, + 0.17405033111572266, + 0.08066980540752411, + 0.12424083799123764, + 0.0525330975651741, + 0.07851612567901611, + 0.03893445432186127 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.030610041692852974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962086841464043 + ], + "opposite_logprob_tokens": [ + -5.130961894989014 + ], + "logprob_reward": -0.005962086841464043, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962086841464043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1254829317331314, + 0.06773342192173004, + 0.13575401902198792, + 0.21704843640327454, + 0.1032584086060524, + 0.07582791149616241, + 0.09032932668924332, + 0.05497913807630539, + 0.05168687179684639, + 0.07789955288171768 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.005962086841464043 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294703930616379 + ], + "opposite_logprob_tokens": [ + -2.2379469871520996 + ], + "logprob_reward": -0.11294703930616379, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294703930616379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.250430703163147, + 0.07044196128845215, + 0.1253548115491867, + 0.062361542135477066, + 0.04374155029654503, + 0.14268246293067932, + 0.050620369613170624, + 0.058491770178079605, + 0.06403108686208725, + 0.13184373080730438 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.11294703930616379 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205568090081215 + ], + "opposite_logprob_tokens": [ + -2.8120555877685547 + ], + "logprob_reward": -0.06205568090081215, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205568090081215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07458147406578064, + 0.07153382897377014, + 0.47285130620002747, + 0.08908429741859436, + 0.03857484087347984, + 0.041114021092653275, + 0.025708163157105446, + 0.08738996833562851, + 0.022500768303871155, + 0.07666131854057312 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.06205568090081215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31344953179359436 + ], + "opposite_logprob_tokens": [ + -1.313449501991272 + ], + "logprob_reward": -0.31344953179359436, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31344953179359436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14186783134937286, + 0.03635343909263611, + 0.251512348651886, + 0.17209580540657043, + 0.045196764171123505, + 0.055435311049222946, + 0.022374117746949196, + 0.12508893013000488, + 0.043623633682727814, + 0.1064518466591835 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.31344953179359436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up, held in a static state, tightly frames the mountain face of a massive petrified guardian. The stone itself is a tapestry of geological time, with deep weathered cracks and rough textures, partially covered in vibrant greens and dark, damp mosses that cling to its ancient contours. As the head begins to turn downward in a slow, inexorable, deliberate motion, a faint grinding sound of stone against stone is suggested, dispelling tiny pebbles and dust particles floating in the air. Despite its immense scale and the palpable weight of its movements, the guardian's expression is one of profound calm and contemplation; its massive, sculpted lips are set in a neutral line, its broad brow relaxed. From its deep stone sockets, its eyes radiate a soft, protective golden-white glow, a steady, warm light that gently illuminates the planes of its own face, casting long, shifting shadows. This inner glow contrasts sharply with the cool, aimless ambient light of the misty, overcast sky, creating an atmosphere of solemn, ancient tranquility as it gazes down at the tiny, unseen objects below.", + "seed": 23085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_5/index_68_seed_23085_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1409043265506625, + "vlm_logprob": -0.1409043265506625, + "vlm_yes_no_margin": 2.499999988079071, + "vlm_token_credit": -0.1409043265506625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039595428854227066 + ], + "opposite_logprob_tokens": [ + -3.289595365524292 + ], + "logprob_reward": -0.039595428854227066, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039595428854227066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11180013418197632, + 0.07097233831882477, + 0.109747514128685, + 0.15301862359046936, + 0.17217974364757538, + 0.054566580802202225, + 0.06744585186243057, + 0.08142298460006714, + 0.0759078785777092, + 0.10293836146593094 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.039595428854227066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421328168362379 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.01421328168362379, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421328168362379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10345040261745453, + 0.13934464752674103, + 0.1288233995437622, + 0.15872246026992798, + 0.1521243005990982, + 0.07304863631725311, + 0.06717392057180405, + 0.053471390157938004, + 0.05782599374651909, + 0.0660148337483406 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.01421328168362379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281223714351654 + ], + "opposite_logprob_tokens": [ + -2.0178122520446777 + ], + "logprob_reward": -0.14281223714351654, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281223714351654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06072598695755005, + 0.059313949197530746, + 0.048769522458314896, + 0.08582742512226105, + 0.02233184687793255, + 0.10735593736171722, + 0.047112319618463516, + 0.02030370943248272, + 0.09371139109134674, + 0.4545479416847229 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.14281223714351654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899847626686096 + ], + "opposite_logprob_tokens": [ + -2.578998565673828 + ], + "logprob_reward": -0.07899847626686096, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899847626686096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2288878709077835, + 0.07086402177810669, + 0.04671943187713623, + 0.15942886471748352, + 0.026444198563694954, + 0.07445771247148514, + 0.056889813393354416, + 0.06853652745485306, + 0.09284276515245438, + 0.17492875456809998 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.07899847626686096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42890220880508423 + ], + "opposite_logprob_tokens": [ + -1.0539021492004395 + ], + "logprob_reward": -0.42890220880508423, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42890220880508423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10711825639009476, + 0.1250256448984146, + 0.03747478500008583, + 0.2075684815645218, + 0.08891043812036514, + 0.09682393074035645, + 0.04032033681869507, + 0.02602684125304222, + 0.10534839332103729, + 0.16538289189338684 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.42890220880508423 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up, held in a static state, tightly frames the mountain face of a massive petrified guardian. The stone itself is a tapestry of geological time, with deep weathered cracks and rough textures, partially covered in vibrant greens and dark, damp mosses that cling to its ancient contours. As the head begins to turn downward in a slow, inexorable, deliberate motion, a faint grinding sound of stone against stone is suggested, dispelling tiny pebbles and dust particles floating in the air. Despite its immense scale and the palpable weight of its movements, the guardian's expression is one of profound calm and contemplation; its massive, sculpted lips are set in a neutral line, its broad brow relaxed. From its deep stone sockets, its eyes radiate a soft, protective golden-white glow, a steady, warm light that gently illuminates the planes of its own face, casting long, shifting shadows. This inner glow contrasts sharply with the cool, aimless ambient light of the misty, overcast sky, creating an atmosphere of solemn, ancient tranquility as it gazes down at the tiny, unseen objects below.", + "seed": 23086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_5/index_68_seed_23086_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08871321417391301, + "vlm_logprob": -0.08871321417391301, + "vlm_yes_no_margin": 3.3749999523162844, + "vlm_token_credit": -0.08871321417391301, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022097323089838028 + ], + "opposite_logprob_tokens": [ + -3.89709734916687 + ], + "logprob_reward": -0.022097323089838028, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022097323089838028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15051163733005524, + 0.14033542573451996, + 0.12584657967090607, + 0.03722430020570755, + 0.15739326179027557, + 0.07785467058420181, + 0.08218906819820404, + 0.06371184438467026, + 0.12372392416000366, + 0.041209299117326736 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.022097323089838028 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005963390693068504 + ], + "opposite_logprob_tokens": [ + -5.130963325500488 + ], + "logprob_reward": -0.005963390693068504, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005963390693068504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13883554935455322, + 0.07995374500751495, + 0.07207292318344116, + 0.04946403577923775, + 0.11721237003803253, + 0.08324269205331802, + 0.08008632808923721, + 0.08525117486715317, + 0.22548219561576843, + 0.06839896738529205 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.005963390693068504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866306856274605 + ], + "opposite_logprob_tokens": [ + -3.0486631393432617 + ], + "logprob_reward": -0.04866306856274605, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866306856274605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032291628420352936, + 0.12649410963058472, + 0.05301636829972267, + 0.0316816121339798, + 0.20427244901657104, + 0.18242856860160828, + 0.05760684981942177, + 0.047278519719839096, + 0.22366659343242645, + 0.04126333072781563 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.04866306856274605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193859606981277 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193859606981277, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018193859606981277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12540790438652039, + 0.16537843644618988, + 0.04546074941754341, + 0.029062069952487946, + 0.0557384118437767, + 0.14230898022651672, + 0.15830379724502563, + 0.049129076302051544, + 0.16517283022403717, + 0.06403777748346329 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.018193859606981277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34864842891693115 + ], + "opposite_logprob_tokens": [ + -1.2236484289169312 + ], + "logprob_reward": -0.34864842891693115, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34864842891693115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07204333692789078, + 0.07057031244039536, + 0.04757243022322655, + 0.032023485749959946, + 0.05885929986834526, + 0.14724428951740265, + 0.13166993856430054, + 0.07597082108259201, + 0.2784374952316284, + 0.0856085941195488 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.34864842891693115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up, held in a static state, tightly frames the mountain face of a massive petrified guardian. The stone itself is a tapestry of geological time, with deep weathered cracks and rough textures, partially covered in vibrant greens and dark, damp mosses that cling to its ancient contours. As the head begins to turn downward in a slow, inexorable, deliberate motion, a faint grinding sound of stone against stone is suggested, dispelling tiny pebbles and dust particles floating in the air. Despite its immense scale and the palpable weight of its movements, the guardian's expression is one of profound calm and contemplation; its massive, sculpted lips are set in a neutral line, its broad brow relaxed. From its deep stone sockets, its eyes radiate a soft, protective golden-white glow, a steady, warm light that gently illuminates the planes of its own face, casting long, shifting shadows. This inner glow contrasts sharply with the cool, aimless ambient light of the misty, overcast sky, creating an atmosphere of solemn, ancient tranquility as it gazes down at the tiny, unseen objects below.", + "seed": 23087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_5/index_68_seed_23087_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25614110939204693, + "vlm_logprob": -0.25614110939204693, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.25614110939204693, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05035439506173134 + ], + "opposite_logprob_tokens": [ + -3.050354480743408 + ], + "logprob_reward": -0.05035439506173134, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05035439506173134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0846538171172142, + 0.07844903320074081, + 0.025874074548482895, + 0.04965651035308838, + 0.08684725314378738, + 0.15680038928985596, + 0.19707560539245605, + 0.11175603419542313, + 0.1292571872472763, + 0.07963009178638458 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.05035439506173134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803364053368568 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.009803364053368568, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803364053368568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04593631997704506, + 0.10222458839416504, + 0.022658048197627068, + 0.022537553682923317, + 0.05649896711111069, + 0.2372870296239853, + 0.07360170036554337, + 0.07141143828630447, + 0.1624729186296463, + 0.2053714245557785 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.009803364053368568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213268399238586 + ], + "opposite_logprob_tokens": [ + -1.5021326541900635 + ], + "logprob_reward": -0.25213268399238586, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213268399238586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06538121402263641, + 0.11037680506706238, + 0.0465550497174263, + 0.05372915416955948, + 0.043657466769218445, + 0.13197529315948486, + 0.0750177800655365, + 0.09510739147663116, + 0.04323580488562584, + 0.3349640369415283 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.25213268399238586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004138082265854 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004138082265854, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004138082265854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08931257575750351, + 0.050506073981523514, + 0.04759175330400467, + 0.01939321681857109, + 0.02855074219405651, + 0.17138686776161194, + 0.06808942556381226, + 0.11138483881950378, + 0.2393534779548645, + 0.17443104088306427 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.07004138082265854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle extreme close-up tightly framing a massive stone mountain face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stone surface show deep weathered cracks, rough textures, and moss in vibrant greens and dark damp colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stone head turn downward in a slow, deliberate motion while emitting a soft golden-white inner glow from its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the inner glow cast long, shifting shadows on the face that contrast with the cool ambient light of a misty overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held in a static state without any movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983737230300903 + ], + "opposite_logprob_tokens": [ + -0.5233737230300903 + ], + "logprob_reward": -0.8983737230300903, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983737230300903, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04718274250626564, + 0.07802245765924454, + 0.03503105044364929, + 0.05025685578584671, + 0.057392604649066925, + 0.11159465461969376, + 0.1051032543182373, + 0.07176002860069275, + 0.1630098819732666, + 0.28064653277397156 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.8983737230300903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_6/index_tensor([2749, 2749])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_6/index_tensor([2749, 2749])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22036b1fb3656ae5b35843b41d076866ee512805 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_6/index_tensor([2749, 2749])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In this cinematic, extreme close-up, the camera remains completely static, focused on a delicate young seedling, perfectly framed against a deeply out-of-focus background of fertile, dark, moist soil. A warm, golden light source illuminates the scene from a high angle, mimicking the dawn sun and casting soft, subtle shadows that accentuate the subject's form. In this breathtaking and majestic time-lapse sequence, the seedling's journey begins with a tiny, vibrant green sprout. Its slender, almost translucent stem, covered in tiny hairs, steadily and deliberately straightens and rises from the ground. Initially tightly clasped together, the two newly born cotyledons begin to unfold gracefully and symmetrically, a slow and majestic unfurling that reveals their smooth, waxy texture and intricate verdant veins. Over time, the leaves fully open, reaching their final form as two perfectly heart-shaped leaves bathed in sunlight, creating a powerful, serene atmosphere of hope, renewal, and the quiet miracle of life.", + "seed": 3903, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_6/index_2749_seed_3903_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07864261250942946, + "vlm_logprob": -0.07864261250942946, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.07864261250942946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021003330126404762 + ], + "opposite_logprob_tokens": [ + -4.021003246307373 + ], + "logprob_reward": -0.021003330126404762, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.021003330126404762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12051497399806976, + 0.027058197185397148, + 0.020520757883787155, + 0.04352915659546852, + 0.030547091737389565, + 0.06458118557929993, + 0.05712030827999115, + 0.5904173254966736, + 0.02360696904361248, + 0.022104037925601006 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.021003330126404762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024980073794722557 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.0024980073794722557, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024980073794722557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1060415580868721, + 0.06452549993991852, + 0.030704036355018616, + 0.027468189597129822, + 0.0417058952152729, + 0.014294881373643875, + 0.029717180877923965, + 0.6423234343528748, + 0.014521254226565361, + 0.028698014095425606 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0024980073794722557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983766235411167 + ], + "opposite_logprob_tokens": [ + -3.5298376083374023 + ], + "logprob_reward": -0.02983766235411167, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983766235411167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45400306582450867, + 0.031639982014894485, + 0.021896472200751305, + 0.021142100915312767, + 0.07798686623573303, + 0.06548874080181122, + 0.20430803298950195, + 0.06465283036231995, + 0.022407544776797295, + 0.03647433593869209 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.02983766235411167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638915553689003 + ], + "opposite_logprob_tokens": [ + -3.6513891220092773 + ], + "logprob_reward": -0.02638915553689003, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638915553689003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09228438138961792, + 0.026909159496426582, + 0.024169526994228363, + 0.03695661202073097, + 0.2253596931695938, + 0.194309264421463, + 0.18492893874645233, + 0.12156641483306885, + 0.041056059300899506, + 0.05245993286371231 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.02638915553689003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31348490715026855 + ], + "opposite_logprob_tokens": [ + -1.3134849071502686 + ], + "logprob_reward": -0.31348490715026855, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31348490715026855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08034805953502655, + 0.024834830313920975, + 0.014444058761000633, + 0.0275333970785141, + 0.07944907993078232, + 0.049986038357019424, + 0.11411018669605255, + 0.5678636431694031, + 0.01976989209651947, + 0.021660761907696724 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.31348490715026855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In this cinematic, extreme close-up, the camera remains completely static, focused on a delicate young seedling, perfectly framed against a deeply out-of-focus background of fertile, dark, moist soil. A warm, golden light source illuminates the scene from a high angle, mimicking the dawn sun and casting soft, subtle shadows that accentuate the subject's form. In this breathtaking and majestic time-lapse sequence, the seedling's journey begins with a tiny, vibrant green sprout. Its slender, almost translucent stem, covered in tiny hairs, steadily and deliberately straightens and rises from the ground. Initially tightly clasped together, the two newly born cotyledons begin to unfold gracefully and symmetrically, a slow and majestic unfurling that reveals their smooth, waxy texture and intricate verdant veins. Over time, the leaves fully open, reaching their final form as two perfectly heart-shaped leaves bathed in sunlight, creating a powerful, serene atmosphere of hope, renewal, and the quiet miracle of life.", + "seed": 3904, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_6/index_2749_seed_3904_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0507130921818316, + "vlm_logprob": -0.0507130921818316, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.0507130921818316, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12965598702430725 + ], + "opposite_logprob_tokens": [ + -2.1296560764312744 + ], + "logprob_reward": -0.12965598702430725, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12965598702430725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19011956453323364, + 0.22071276605129242, + 0.16053397953510284, + 0.0400736965239048, + 0.07504571229219437, + 0.08716128021478653, + 0.024255620315670967, + 0.054521866142749786, + 0.11629965156316757, + 0.03127579763531685 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.12965598702430725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764515670016408 + ], + "opposite_logprob_tokens": [ + -4.882645130157471 + ], + "logprob_reward": -0.00764515670016408, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764515670016408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.170767679810524, + 0.10823778808116913, + 0.14455530047416687, + 0.09738768637180328, + 0.07729189842939377, + 0.057830922305583954, + 0.05056300759315491, + 0.07284185290336609, + 0.17149727046489716, + 0.04902666434645653 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.00764515670016408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094076558947563 + ], + "opposite_logprob_tokens": [ + -4.511094093322754 + ], + "logprob_reward": -0.011094076558947563, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094076558947563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22573591768741608, + 0.07732127606868744, + 0.12298581749200821, + 0.14826829731464386, + 0.07262524217367172, + 0.037857986986637115, + 0.09286504983901978, + 0.04832593724131584, + 0.13166216015815735, + 0.04235232248902321 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.011094076558947563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016098281368613243 + ], + "opposite_logprob_tokens": [ + -4.141098499298096 + ], + "logprob_reward": -0.016098281368613243, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016098281368613243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16239209473133087, + 0.10562456399202347, + 0.05107870697975159, + 0.07422348111867905, + 0.058075200766325, + 0.03992658481001854, + 0.10791054368019104, + 0.16293969750404358, + 0.14502494037151337, + 0.0928041934967041 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.016098281368613243 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907195925712585 + ], + "opposite_logprob_tokens": [ + -2.4640719890594482 + ], + "logprob_reward": -0.08907195925712585, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907195925712585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09220567345619202, + 0.10468492656946182, + 0.0472538135945797, + 0.053183939307928085, + 0.12086421251296997, + 0.09047403186559677, + 0.0934353694319725, + 0.10942629724740982, + 0.0969315692782402, + 0.19154009222984314 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.08907195925712585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In this cinematic, extreme close-up, the camera remains completely static, focused on a delicate young seedling, perfectly framed against a deeply out-of-focus background of fertile, dark, moist soil. A warm, golden light source illuminates the scene from a high angle, mimicking the dawn sun and casting soft, subtle shadows that accentuate the subject's form. In this breathtaking and majestic time-lapse sequence, the seedling's journey begins with a tiny, vibrant green sprout. Its slender, almost translucent stem, covered in tiny hairs, steadily and deliberately straightens and rises from the ground. Initially tightly clasped together, the two newly born cotyledons begin to unfold gracefully and symmetrically, a slow and majestic unfurling that reveals their smooth, waxy texture and intricate verdant veins. Over time, the leaves fully open, reaching their final form as two perfectly heart-shaped leaves bathed in sunlight, creating a powerful, serene atmosphere of hope, renewal, and the quiet miracle of life.", + "seed": 3905, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_6/index_2749_seed_3905_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04857892729341984, + "vlm_logprob": -0.04857892729341984, + "vlm_yes_no_margin": 3.549999976158142, + "vlm_token_credit": -0.04857892729341984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04055836424231529 + ], + "opposite_logprob_tokens": [ + -3.290558338165283 + ], + "logprob_reward": -0.04055836424231529, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04055836424231529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1127498522400856, + 0.20910923182964325, + 0.22406895458698273, + 0.05351091921329498, + 0.07503120601177216, + 0.06405988335609436, + 0.12168365716934204, + 0.05152192711830139, + 0.014839096926152706, + 0.0734253004193306 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.04055836424231529 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264941602945328 + ], + "opposite_logprob_tokens": [ + -5.255264759063721 + ], + "logprob_reward": -0.005264941602945328, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264941602945328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3184985816478729, + 0.1680065542459488, + 0.05832868441939354, + 0.1662735790014267, + 0.04443760961294174, + 0.03185531497001648, + 0.060415346175432205, + 0.11064670979976654, + 0.008887127973139286, + 0.03265053778886795 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005264941602945328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381363146007061 + ], + "opposite_logprob_tokens": [ + -3.2881362438201904 + ], + "logprob_reward": -0.0381363146007061, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381363146007061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13617569208145142, + 0.06974933296442032, + 0.03262180835008621, + 0.033689215779304504, + 0.07063652575016022, + 0.1344362199306488, + 0.17908354103565216, + 0.2416980117559433, + 0.05180872231721878, + 0.05010088533163071 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0381363146007061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610097847878933 + ], + "opposite_logprob_tokens": [ + -4.141100883483887 + ], + "logprob_reward": -0.01610097847878933, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610097847878933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18921047449111938, + 0.07169931381940842, + 0.051724933087825775, + 0.02688666060566902, + 0.06777077168226242, + 0.07060442864894867, + 0.15732631087303162, + 0.16953392326831818, + 0.0381450280547142, + 0.157098188996315 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.01610097847878933 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283403754234314 + ], + "opposite_logprob_tokens": [ + -2.017833948135376 + ], + "logprob_reward": -0.14283403754234314, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14283403754234314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1469104140996933, + 0.16882845759391785, + 0.11036087572574615, + 0.04228956997394562, + 0.06260216236114502, + 0.07898719608783722, + 0.1353834867477417, + 0.08163303136825562, + 0.022742224857211113, + 0.15026260912418365 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.14283403754234314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In this cinematic, extreme close-up, the camera remains completely static, focused on a delicate young seedling, perfectly framed against a deeply out-of-focus background of fertile, dark, moist soil. A warm, golden light source illuminates the scene from a high angle, mimicking the dawn sun and casting soft, subtle shadows that accentuate the subject's form. In this breathtaking and majestic time-lapse sequence, the seedling's journey begins with a tiny, vibrant green sprout. Its slender, almost translucent stem, covered in tiny hairs, steadily and deliberately straightens and rises from the ground. Initially tightly clasped together, the two newly born cotyledons begin to unfold gracefully and symmetrically, a slow and majestic unfurling that reveals their smooth, waxy texture and intricate verdant veins. Over time, the leaves fully open, reaching their final form as two perfectly heart-shaped leaves bathed in sunlight, creating a powerful, serene atmosphere of hope, renewal, and the quiet miracle of life.", + "seed": 3906, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_6/index_2749_seed_3906_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0538218145724386, + "vlm_logprob": -0.0538218145724386, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.0538218145724386, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1147570088505745 + ], + "opposite_logprob_tokens": [ + -2.2397570610046387 + ], + "logprob_reward": -0.1147570088505745, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1147570088505745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11313768476247787, + 0.06364671140909195, + 0.060537099838256836, + 0.08236686885356903, + 0.019200315698981285, + 0.06631100922822952, + 0.1409544199705124, + 0.1779560148715973, + 0.2320554256439209, + 0.043834488838911057 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.1147570088505745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036267952527850866 + ], + "opposite_logprob_tokens": [ + -5.628626823425293 + ], + "logprob_reward": -0.0036267952527850866, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036267952527850866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15494205057621002, + 0.0990326926112175, + 0.12423794716596603, + 0.06664232164621353, + 0.023513250052928925, + 0.05834495276212692, + 0.10252616554498672, + 0.11729215085506439, + 0.2093023657798767, + 0.04416607692837715 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0036267952527850866 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091836728155613 + ], + "opposite_logprob_tokens": [ + -4.511091709136963 + ], + "logprob_reward": -0.011091836728155613, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091836728155613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12596212327480316, + 0.08136045187711716, + 0.16258056461811066, + 0.07784246653318405, + 0.06488263607025146, + 0.1304885447025299, + 0.06461798399686813, + 0.15185092389583588, + 0.05411158874630928, + 0.08630267530679703 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.011091836728155613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256878674030304 + ], + "opposite_logprob_tokens": [ + -4.387568950653076 + ], + "logprob_reward": -0.01256878674030304, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256878674030304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13098129630088806, + 0.036567382514476776, + 0.10716009140014648, + 0.08683304488658905, + 0.10165350139141083, + 0.09951283782720566, + 0.05671476200222969, + 0.1231488510966301, + 0.1901160329580307, + 0.06731220334768295 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.01256878674030304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deeply out-of-focus view of dark, moist soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a warm, golden light source coming from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the seedling's cotyledons unfold symmetrically to reveal smooth, waxy texture and veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the leaves fully open into two perfectly heart-shaped leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706464529037476 + ], + "opposite_logprob_tokens": [ + -2.1270647048950195 + ], + "logprob_reward": -0.12706464529037476, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706464529037476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11887107044458389, + 0.03155416622757912, + 0.06242735683917999, + 0.048442110419273376, + 0.09663714468479156, + 0.11885706335306168, + 0.040004659444093704, + 0.0578702948987484, + 0.17826570570468903, + 0.24707038700580597 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.12706464529037476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_7/index_tensor([8768, 8768])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_7/index_tensor([8768, 8768])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2261caec17673bbb9a44b4e7854135921dfa95fd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_7/index_tensor([8768, 8768])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In vibrant Pixar style, the camera begins at a low angle and then smoothly rises in an elegant crane shot, capturing the full, whimsical arc of a friendly, anthropomorphic Porsche performing a playful slow-motion somersault. The car, a classic model, boasts a gleaming Candy Apple Red finish, with large, round headlights acting as expressive eyes, wide open with joyful excitement, while the front grille is shaped into a broad, open smile. As it joyfully flips against a backdrop of a perfectly bright azure sky dotted with fluffy, stylized white clouds, its polished body catches the bright, high-key sunlight, creating soft, clean highlights. The movement is deliberately graceful; the car's chassis flexes subtly and energetically as it rotates, its wheels spinning freely in the air, conveying a sense of pure, carefree happiness. The combination of the slow, deliberate tumble, the saturated primary color palette, and the camera's steady, exhilarating ride creates a deeply whimsical and vibrant atmosphere, capturing a perfect moment of animated, character-driven joy.", + "seed": 31590, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_7/index_8768_seed_31590_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1507190121570602, + "vlm_logprob": -0.1507190121570602, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.1507190121570602, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016884388402104378 + ], + "opposite_logprob_tokens": [ + -4.1418843269348145 + ], + "logprob_reward": -0.016884388402104378, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016884388402104378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06198716536164284, + 0.06283726543188095, + 0.053598109632730484, + 0.2418464869260788, + 0.07726006954908371, + 0.12757311761379242, + 0.1930210441350937, + 0.09989816695451736, + 0.04533097892999649, + 0.03664761409163475 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.016884388402104378 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654349483549595 + ], + "opposite_logprob_tokens": [ + -4.7586541175842285 + ], + "logprob_reward": -0.008654349483549595, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654349483549595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.136075958609581, + 0.0584302581846714, + 0.12481854110956192, + 0.13218577206134796, + 0.0713043138384819, + 0.2393275797367096, + 0.09633073210716248, + 0.029833959415555, + 0.08278306573629379, + 0.028909778222441673 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.008654349483549595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369982913136482 + ], + "opposite_logprob_tokens": [ + -3.4086997509002686 + ], + "logprob_reward": -0.03369982913136482, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369982913136482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08920843154191971, + 0.04586627706885338, + 0.07139494270086288, + 0.04248283430933952, + 0.06613831967115402, + 0.05103684961795807, + 0.14493721723556519, + 0.32466405630111694, + 0.14265988767147064, + 0.021611224859952927 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.03369982913136482 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933138370513916 + ], + "opposite_logprob_tokens": [ + -0.6933138370513916 + ], + "logprob_reward": -0.6933138370513916, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933138370513916, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08890439569950104, + 0.09029079228639603, + 0.05429856851696968, + 0.04206336289644241, + 0.053867097944021225, + 0.09274546802043915, + 0.15854890644550323, + 0.31228193640708923, + 0.09040691703557968, + 0.016592539846897125 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.6933138370513916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001042656716890633 + ], + "opposite_logprob_tokens": [ + -6.87604284286499 + ], + "logprob_reward": -0.001042656716890633, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001042656716890633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17549394071102142, + 0.09672017395496368, + 0.07391593605279922, + 0.10230445116758347, + 0.057490553706884384, + 0.08726329356431961, + 0.1843414455652237, + 0.08193237334489822, + 0.08222201466560364, + 0.05831575766205788 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.001042656716890633 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In vibrant Pixar style, the camera begins at a low angle and then smoothly rises in an elegant crane shot, capturing the full, whimsical arc of a friendly, anthropomorphic Porsche performing a playful slow-motion somersault. The car, a classic model, boasts a gleaming Candy Apple Red finish, with large, round headlights acting as expressive eyes, wide open with joyful excitement, while the front grille is shaped into a broad, open smile. As it joyfully flips against a backdrop of a perfectly bright azure sky dotted with fluffy, stylized white clouds, its polished body catches the bright, high-key sunlight, creating soft, clean highlights. The movement is deliberately graceful; the car's chassis flexes subtly and energetically as it rotates, its wheels spinning freely in the air, conveying a sense of pure, carefree happiness. The combination of the slow, deliberate tumble, the saturated primary color palette, and the camera's steady, exhilarating ride creates a deeply whimsical and vibrant atmosphere, capturing a perfect moment of animated, character-driven joy.", + "seed": 31591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_7/index_8768_seed_31591_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1470894536934793, + "vlm_logprob": -0.1470894536934793, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.1470894536934793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06394384056329727 + ], + "opposite_logprob_tokens": [ + -2.813943862915039 + ], + "logprob_reward": -0.06394384056329727, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06394384056329727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2214844971895218, + 0.0309076439589262, + 0.04716956615447998, + 0.20367318391799927, + 0.03709381818771362, + 0.025733385235071182, + 0.30828675627708435, + 0.03549923747777939, + 0.04701941832900047, + 0.043132469058036804 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.06394384056329727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421328168362379 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.01421328168362379, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421328168362379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20328590273857117, + 0.07011166214942932, + 0.09828588366508484, + 0.144910991191864, + 0.057877156883478165, + 0.05587085708975792, + 0.16494715213775635, + 0.09375160932540894, + 0.033351026475429535, + 0.07760769873857498 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.01421328168362379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789848193526268 + ], + "opposite_logprob_tokens": [ + -2.5789847373962402 + ], + "logprob_reward": -0.0789848193526268, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789848193526268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0620575025677681, + 0.023462800309062004, + 0.043478794395923615, + 0.07067527621984482, + 0.19479522109031677, + 0.09898339211940765, + 0.040265005081892014, + 0.033395204693078995, + 0.39988699555397034, + 0.03299979493021965 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.0789848193526268 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761057138442993 + ], + "opposite_logprob_tokens": [ + -0.8261057138442993 + ], + "logprob_reward": -0.5761057138442993, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761057138442993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11109831929206848, + 0.034604448825120926, + 0.05795111134648323, + 0.13402192294597626, + 0.07155770808458328, + 0.07298420369625092, + 0.10553865879774094, + 0.0691666379570961, + 0.2456962913274765, + 0.09738068282604218 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.5761057138442993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021996130235493183 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021996130235493183, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021996130235493183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12371767312288284, + 0.029085975140333176, + 0.08243914693593979, + 0.17575004696846008, + 0.06356284022331238, + 0.029782017692923546, + 0.13319724798202515, + 0.21929119527339935, + 0.05949797481298447, + 0.083675816655159 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.0021996130235493183 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In vibrant Pixar style, the camera begins at a low angle and then smoothly rises in an elegant crane shot, capturing the full, whimsical arc of a friendly, anthropomorphic Porsche performing a playful slow-motion somersault. The car, a classic model, boasts a gleaming Candy Apple Red finish, with large, round headlights acting as expressive eyes, wide open with joyful excitement, while the front grille is shaped into a broad, open smile. As it joyfully flips against a backdrop of a perfectly bright azure sky dotted with fluffy, stylized white clouds, its polished body catches the bright, high-key sunlight, creating soft, clean highlights. The movement is deliberately graceful; the car's chassis flexes subtly and energetically as it rotates, its wheels spinning freely in the air, conveying a sense of pure, carefree happiness. The combination of the slow, deliberate tumble, the saturated primary color palette, and the camera's steady, exhilarating ride creates a deeply whimsical and vibrant atmosphere, capturing a perfect moment of animated, character-driven joy.", + "seed": 31592, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_7/index_8768_seed_31592_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12290111489128322, + "vlm_logprob": -0.12290111489128322, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.12290111489128322, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18214406073093414 + ], + "opposite_logprob_tokens": [ + -1.807144045829773 + ], + "logprob_reward": -0.18214406073093414, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18214406073093414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20150944590568542, + 0.04412525147199631, + 0.06384310126304626, + 0.029631663113832474, + 0.06776496767997742, + 0.054166149348020554, + 0.07644086331129074, + 0.052312880754470825, + 0.2747787833213806, + 0.13542692363262177 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.18214406073093414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563018128275871 + ], + "opposite_logprob_tokens": [ + -4.387563228607178 + ], + "logprob_reward": -0.012563018128275871, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563018128275871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1556929498910904, + 0.11688794195652008, + 0.07321573793888092, + 0.03344826027750969, + 0.07650729268789291, + 0.05384906381368637, + 0.08329662680625916, + 0.09616631269454956, + 0.17090952396392822, + 0.1400263011455536 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.012563018128275871 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002170383930206 + ], + "opposite_logprob_tokens": [ + -2.695021629333496 + ], + "logprob_reward": -0.07002170383930206, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002170383930206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19983789324760437, + 0.06833112239837646, + 0.052580468356609344, + 0.0695185735821724, + 0.06929603219032288, + 0.2147611379623413, + 0.0925152376294136, + 0.1306493580341339, + 0.036665916442871094, + 0.06584418565034866 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.07002170383930206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34859541058540344 + ], + "opposite_logprob_tokens": [ + -1.223595380783081 + ], + "logprob_reward": -0.34859541058540344, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34859541058540344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3609779477119446, + 0.10510392487049103, + 0.09048336744308472, + 0.054869260638952255, + 0.05272062122821808, + 0.08495739102363586, + 0.09783128648996353, + 0.03434405103325844, + 0.050032421946525574, + 0.06867977231740952 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.34859541058540344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011813811725005507 + ], + "opposite_logprob_tokens": [ + -6.751181602478027 + ], + "logprob_reward": -0.0011813811725005507, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011813811725005507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23275725543498993, + 0.12299857288599014, + 0.0639151856303215, + 0.042514458298683167, + 0.07971416413784027, + 0.10204893350601196, + 0.12778633832931519, + 0.06472377479076385, + 0.07551303505897522, + 0.08802828937768936 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0011813811725005507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In vibrant Pixar style, the camera begins at a low angle and then smoothly rises in an elegant crane shot, capturing the full, whimsical arc of a friendly, anthropomorphic Porsche performing a playful slow-motion somersault. The car, a classic model, boasts a gleaming Candy Apple Red finish, with large, round headlights acting as expressive eyes, wide open with joyful excitement, while the front grille is shaped into a broad, open smile. As it joyfully flips against a backdrop of a perfectly bright azure sky dotted with fluffy, stylized white clouds, its polished body catches the bright, high-key sunlight, creating soft, clean highlights. The movement is deliberately graceful; the car's chassis flexes subtly and energetically as it rotates, its wheels spinning freely in the air, conveying a sense of pure, carefree happiness. The combination of the slow, deliberate tumble, the saturated primary color palette, and the camera's steady, exhilarating ride creates a deeply whimsical and vibrant atmosphere, capturing a perfect moment of animated, character-driven joy.", + "seed": 31593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_7/index_8768_seed_31593_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24744112121406941, + "vlm_logprob": -0.24744112121406941, + "vlm_yes_no_margin": 3.275000011920929, + "vlm_token_credit": -0.24744112121406941, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05612551420927048 + ], + "opposite_logprob_tokens": [ + -2.9311254024505615 + ], + "logprob_reward": -0.05612551420927048, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05612551420927048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18835492432117462, + 0.17678266763687134, + 0.02689191699028015, + 0.08809169381856918, + 0.31632518768310547, + 0.10690268129110336, + 0.04027479141950607, + 0.029717860743403435, + 0.013525710441172123, + 0.013132628984749317 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.05612551420927048 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552893720567226 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552893720567226, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552893720567226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08437778800725937, + 0.15701770782470703, + 0.05084550753235817, + 0.07256320863962173, + 0.08091017603874207, + 0.18914683163166046, + 0.2370285987854004, + 0.0988474041223526, + 0.016670197248458862, + 0.012592649087309837 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.012552893720567226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800288379192352 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.029800288379192352, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800288379192352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04520762711763382, + 0.07291107624769211, + 0.0483192540705204, + 0.23473885655403137, + 0.2522670030593872, + 0.22263222932815552, + 0.05890775844454765, + 0.030981840565800667, + 0.02838873118162155, + 0.005645717494189739 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.029800288379192352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370124816894531 + ], + "opposite_logprob_tokens": [ + -0.3870125412940979 + ], + "logprob_reward": -1.1370124816894531, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1370124816894531, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05104835703969002, + 0.16576579213142395, + 0.05876648426055908, + 0.12436503171920776, + 0.38203665614128113, + 0.05387531593441963, + 0.06201544404029846, + 0.04444224014878273, + 0.040963053703308105, + 0.016721628606319427 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -1.1370124816894531 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a friendly, anthropomorphic classic Porsche car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's finish a gleaming Candy Apple Red color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car performing a slow-motion somersault with its wheels spinning freely in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly rise in a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a bright azure sky with fluffy white clouds under high-key sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017144280718639493 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017144280718639493, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017144280718639493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05313357710838318, + 0.13536812365055084, + 0.0445212721824646, + 0.1376398503780365, + 0.35987335443496704, + 0.1385958343744278, + 0.03467888385057449, + 0.04622209444642067, + 0.026917865499854088, + 0.023049138486385345 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.0017144280718639493 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_8/index_tensor([6382, 6382])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_8/index_tensor([6382, 6382])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f633a759ff2d63d716b215e6c7d1e66b1b24231 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_8/index_tensor([6382, 6382])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a display of breathtaking photographic realism, a low-angle tracking shot glides along the edge of a small sailboat, capturing its gentle, rhythmic movement across the vast, calm ocean. The camera is positioned very close to the water, highlighting the hull as it steadily and deliberately slices through the sea, rendered in perfect 8K to reveal every surreal texture. The central subject is the weathered wood of the boat's side, its aged grain, salt stains, and subtle cracks, rendered with lifelike clarity under the warm golden glow of the afternoon sun. The hull glides almost silently, creating a small V-shaped wake of soft white foam that meanders into the clear water. The ocean itself is a deep, tranquil turquoise, so clear that light penetrates its surface, hinting at the tranquil depths beneath. The overall atmosphere is one of profound tranquility and contemplation, with a color palette of warm wood tones and cool ocean blues, perfectly capturing the feeling of a boundless and lonely journey, representing the fragile edge of life.", + "seed": 21557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_8/index_6382_seed_21557_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02037296202033758, + "vlm_logprob": -0.02037296202033758, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02037296202033758, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06290914863348007 + ], + "opposite_logprob_tokens": [ + -2.8129091262817383 + ], + "logprob_reward": -0.06290914863348007, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06290914863348007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07156916707754135, + 0.02564813569188118, + 0.03710778430104256, + 0.1463094800710678, + 0.056118614971637726, + 0.029050227254629135, + 0.025952039286494255, + 0.0228811614215374, + 0.4900129437446594, + 0.0953504890203476 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.06290914863348007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979368481785059 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.00979368481785059, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979368481785059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2595626413822174, + 0.08302291482686996, + 0.03834491968154907, + 0.059037595987319946, + 0.04386035352945328, + 0.04844943806529045, + 0.028250262141227722, + 0.10007684677839279, + 0.26030948758125305, + 0.07908554375171661 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.00979368481785059 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253676600754261 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.01253676600754261, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253676600754261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12028103321790695, + 0.03685389831662178, + 0.03340171277523041, + 0.05364666134119034, + 0.028575295582413673, + 0.024689387530088425, + 0.024594798684120178, + 0.0554511733353138, + 0.591291069984436, + 0.03121497668325901 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.01253676600754261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040963320061564445 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.0040963320061564445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040963320061564445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37105756998062134, + 0.1756187528371811, + 0.024550680071115494, + 0.038765210658311844, + 0.06420914083719254, + 0.01823786273598671, + 0.02856016345322132, + 0.0358172208070755, + 0.1749020665884018, + 0.06828131526708603 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0040963320061564445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528878636658192 + ], + "opposite_logprob_tokens": [ + -4.387528896331787 + ], + "logprob_reward": -0.012528878636658192, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528878636658192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36723268032073975, + 0.03360660746693611, + 0.038153424859046936, + 0.09248201549053192, + 0.09058663249015808, + 0.03402598947286606, + 0.027802271768450737, + 0.10747064650058746, + 0.1526944786310196, + 0.055945247411727905 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.012528878636658192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a display of breathtaking photographic realism, a low-angle tracking shot glides along the edge of a small sailboat, capturing its gentle, rhythmic movement across the vast, calm ocean. The camera is positioned very close to the water, highlighting the hull as it steadily and deliberately slices through the sea, rendered in perfect 8K to reveal every surreal texture. The central subject is the weathered wood of the boat's side, its aged grain, salt stains, and subtle cracks, rendered with lifelike clarity under the warm golden glow of the afternoon sun. The hull glides almost silently, creating a small V-shaped wake of soft white foam that meanders into the clear water. The ocean itself is a deep, tranquil turquoise, so clear that light penetrates its surface, hinting at the tranquil depths beneath. The overall atmosphere is one of profound tranquility and contemplation, with a color palette of warm wood tones and cool ocean blues, perfectly capturing the feeling of a boundless and lonely journey, representing the fragile edge of life.", + "seed": 21558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_8/index_6382_seed_21558_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021871117921546102, + "vlm_logprob": -0.021871117921546102, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.021871117921546102, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05594179034233093 + ], + "opposite_logprob_tokens": [ + -2.9309418201446533 + ], + "logprob_reward": -0.05594179034233093, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05594179034233093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23011784255504608, + 0.13267545402050018, + 0.15275074541568756, + 0.15481431782245636, + 0.07128754258155823, + 0.09913039952516556, + 0.049281854182481766, + 0.025053352117538452, + 0.03720682114362717, + 0.047681599855422974 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.05594179034233093 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590832456946373 + ], + "opposite_logprob_tokens": [ + -3.8955907821655273 + ], + "logprob_reward": -0.020590832456946373, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590832456946373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06649785488843918, + 0.7112658023834229, + 0.021242909133434296, + 0.07367541640996933, + 0.025240659713745117, + 0.029890844598412514, + 0.02733883075416088, + 0.01457346323877573, + 0.007846890017390251, + 0.022427311167120934 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.020590832456946373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23790915310382843, + 0.23038358986377716, + 0.0685298815369606, + 0.1439439058303833, + 0.08398166298866272, + 0.054130055010318756, + 0.04655464366078377, + 0.07502471655607224, + 0.017792580649256706, + 0.041749853640794754 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.006733465939760208 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028187802527099848 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.0028187802527099848, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028187802527099848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2693643271923065, + 0.08211904019117355, + 0.21400219202041626, + 0.15357369184494019, + 0.06158944591879845, + 0.07297614961862564, + 0.0209328755736351, + 0.035825762897729874, + 0.017454029992222786, + 0.07216252386569977 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0028187802527099848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327072061598301 + ], + "opposite_logprob_tokens": [ + -3.773270606994629 + ], + "logprob_reward": -0.02327072061598301, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327072061598301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23262739181518555, + 0.24422922730445862, + 0.056077588349580765, + 0.11329308152198792, + 0.053870897740125656, + 0.03694843500852585, + 0.09411847591400146, + 0.037167929112911224, + 0.038667067885398865, + 0.09299984574317932 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02327072061598301 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a display of breathtaking photographic realism, a low-angle tracking shot glides along the edge of a small sailboat, capturing its gentle, rhythmic movement across the vast, calm ocean. The camera is positioned very close to the water, highlighting the hull as it steadily and deliberately slices through the sea, rendered in perfect 8K to reveal every surreal texture. The central subject is the weathered wood of the boat's side, its aged grain, salt stains, and subtle cracks, rendered with lifelike clarity under the warm golden glow of the afternoon sun. The hull glides almost silently, creating a small V-shaped wake of soft white foam that meanders into the clear water. The ocean itself is a deep, tranquil turquoise, so clear that light penetrates its surface, hinting at the tranquil depths beneath. The overall atmosphere is one of profound tranquility and contemplation, with a color palette of warm wood tones and cool ocean blues, perfectly capturing the feeling of a boundless and lonely journey, representing the fragile edge of life.", + "seed": 21559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_8/index_6382_seed_21559_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013813871238380671, + "vlm_logprob": -0.013813871238380671, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.013813871238380671, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02106146141886711 + ], + "opposite_logprob_tokens": [ + -3.896061420440674 + ], + "logprob_reward": -0.02106146141886711, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02106146141886711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11836016178131104, + 0.21980033814907074, + 0.08957129716873169, + 0.07588694989681244, + 0.03887441009283066, + 0.014217675663530827, + 0.17096272110939026, + 0.11875021457672119, + 0.08028516173362732, + 0.07329109311103821 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.02106146141886711 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360591873526573 + ], + "opposite_logprob_tokens": [ + -3.651360511779785 + ], + "logprob_reward": -0.026360591873526573, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360591873526573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07976240664720535, + 0.06385199725627899, + 0.029538605362176895, + 0.021913770586252213, + 0.04012931138277054, + 0.06271698325872421, + 0.41616931557655334, + 0.1935330480337143, + 0.04311123862862587, + 0.04927333444356918 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.026360591873526573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945615470409393 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.005945615470409393, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945615470409393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10305009037256241, + 0.1690840870141983, + 0.13109450042247772, + 0.07495018094778061, + 0.061261918395757675, + 0.06006629019975662, + 0.07352360337972641, + 0.12737330794334412, + 0.16291990876197815, + 0.03667605668306351 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.005945615470409393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13533370196819305, + 0.019160160794854164, + 0.05759613215923309, + 0.07321692258119583, + 0.05552902817726135, + 0.060949645936489105, + 0.23666910827159882, + 0.25907865166664124, + 0.06717432290315628, + 0.03529234975576401 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.004637439269572496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011064248159527779 + ], + "opposite_logprob_tokens": [ + -4.511064052581787 + ], + "logprob_reward": -0.011064248159527779, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011064248159527779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17233051359653473, + 0.05566210299730301, + 0.045982375741004944, + 0.021746547892689705, + 0.09977325797080994, + 0.16907544434070587, + 0.19308991730213165, + 0.10384984314441681, + 0.08801474422216415, + 0.05047525465488434 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.011064248159527779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a display of breathtaking photographic realism, a low-angle tracking shot glides along the edge of a small sailboat, capturing its gentle, rhythmic movement across the vast, calm ocean. The camera is positioned very close to the water, highlighting the hull as it steadily and deliberately slices through the sea, rendered in perfect 8K to reveal every surreal texture. The central subject is the weathered wood of the boat's side, its aged grain, salt stains, and subtle cracks, rendered with lifelike clarity under the warm golden glow of the afternoon sun. The hull glides almost silently, creating a small V-shaped wake of soft white foam that meanders into the clear water. The ocean itself is a deep, tranquil turquoise, so clear that light penetrates its surface, hinting at the tranquil depths beneath. The overall atmosphere is one of profound tranquility and contemplation, with a color palette of warm wood tones and cool ocean blues, perfectly capturing the feeling of a boundless and lonely journey, representing the fragile edge of life.", + "seed": 21560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_8/index_6382_seed_21560_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014918679045513273, + "vlm_logprob": -0.014918679045513273, + "vlm_yes_no_margin": 4.474999952316284, + "vlm_token_credit": -0.014918679045513273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018899599090218544 + ], + "opposite_logprob_tokens": [ + -4.018899440765381 + ], + "logprob_reward": -0.018899599090218544, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018899599090218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21222567558288574, + 0.07450233399868011, + 0.08805873245000839, + 0.05286531522870064, + 0.10246965289115906, + 0.030633874237537384, + 0.08933644741773605, + 0.057631898671388626, + 0.18183855712413788, + 0.11043752729892731 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.018899599090218544 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204746767878532 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.018204746767878532, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204746767878532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24343585968017578, + 0.19341909885406494, + 0.0987217053771019, + 0.03831616789102554, + 0.13770966231822968, + 0.044606469571590424, + 0.07620900869369507, + 0.05945872887969017, + 0.02931632101535797, + 0.07880698144435883 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.018204746767878532 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638868108391762 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638868108391762, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638868108391762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2850552797317505, + 0.11133880913257599, + 0.07372282445430756, + 0.03697098791599274, + 0.05924903601408005, + 0.07585291564464569, + 0.07596086710691452, + 0.1070135235786438, + 0.06037719547748566, + 0.11445853114128113 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.008638868108391762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026364540681242943 + ], + "opposite_logprob_tokens": [ + -3.65136456489563 + ], + "logprob_reward": -0.026364540681242943, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026364540681242943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30261239409446716, + 0.11093265563249588, + 0.09680784493684769, + 0.039131056517362595, + 0.04142976552248001, + 0.0720934197306633, + 0.07260371744632721, + 0.09464547038078308, + 0.03389531373977661, + 0.13584838807582855 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.026364540681242943 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject the weathered wood side of a small sailboat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the boat move with a gentle, rhythmic motion across a calm ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle, gliding close to the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean water a deep, tranquil turquoise color with visible light penetration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a small V-shaped wake of soft white foam trailing the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024856405798345804 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.0024856405798345804, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024856405798345804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1371210217475891, + 0.09240185469388962, + 0.23376932740211487, + 0.23718132078647614, + 0.03138863295316696, + 0.09522508829832077, + 0.02823345549404621, + 0.04034948721528053, + 0.020478326827287674, + 0.08385150879621506 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0024856405798345804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_9/index_tensor([9591, 9591])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_9/index_tensor([9591, 9591])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..02b68a55388d883d8661f79315024b06a4a17cab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_9/index_tensor([9591, 9591])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Cinematographically rendered in a black-and-white style employing intense chiaroscuro (light and dark contrast), a static low-angle shot frames the depths of a gloomy bamboo forest. Countless thick bamboos rise vertically toward the sky, their dense formation silhouetted against the profound darkness like a cage. Suddenly, a massive, muscular white tiger bursts from the pitch-black crevice between two bamboo poles, lunging forward with devastating force. A sharp, angled beam of light strikes its body, making its snow-white fur blaze against the stark darkness, while its razor-sharp black stripes blend seamlessly into the surrounding shadows. The tiger's body stretches fully in mid-air, its powerful limbs tense, its massive claws extended, baring deadly claws. Its mouth opens wide in a silent roar, revealing gleaming fangs, its facial expression a look of pure, undisguised predatory fury. As it hurtles towards the camera, the entire frame is dominated by this sudden, primal force, creating a heart-stopping, extremely tense and terrifying atmosphere.", + "seed": 26532, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_9/index_9591_seed_26532_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05963929400313646, + "vlm_logprob": -0.05963929400313646, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.05963929400313646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008245592936873436 + ], + "opposite_logprob_tokens": [ + -5.633245468139648 + ], + "logprob_reward": -0.008245592936873436, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.008245592936873436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37195414304733276, + 0.24142810702323914, + 0.07857055217027664, + 0.04357047751545906, + 0.023044811561703682, + 0.024000614881515503, + 0.09144146740436554, + 0.018963763490319252, + 0.07488743215799332, + 0.03213860094547272 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008245592936873436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257708020508289 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257708020508289, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257708020508289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16623131930828094, + 0.12780672311782837, + 0.5525510907173157, + 0.024238640442490578, + 0.02547667734324932, + 0.04679471254348755, + 0.013658233918249607, + 0.007124475669115782, + 0.013597746379673481, + 0.022520413622260094 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005257708020508289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021968772634863853 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021968772634863853, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021968772634863853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09646433591842651, + 0.23583661019802094, + 0.3361612856388092, + 0.04815442115068436, + 0.03663242608308792, + 0.04496366158127785, + 0.08663541078567505, + 0.02470703236758709, + 0.02906741574406624, + 0.06137741357088089 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0021968772634863853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011804286623373628 + ], + "opposite_logprob_tokens": [ + -6.751180648803711 + ], + "logprob_reward": -0.0011804286623373628, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011804286623373628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09713559597730637, + 0.22981561720371246, + 0.2111150026321411, + 0.05139664188027382, + 0.046671487390995026, + 0.10580091178417206, + 0.1004171147942543, + 0.046844497323036194, + 0.06807398796081543, + 0.04272906482219696 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.0011804286623373628 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813158631324768 + ], + "opposite_logprob_tokens": [ + -1.406315803527832 + ], + "logprob_reward": -0.2813158631324768, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813158631324768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2738586962223053, + 0.2544456422328949, + 0.09535393863916397, + 0.05314241722226143, + 0.04187564179301262, + 0.03841301053762436, + 0.04048945754766464, + 0.035834670066833496, + 0.020256176590919495, + 0.14633026719093323 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.2813158631324768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Cinematographically rendered in a black-and-white style employing intense chiaroscuro (light and dark contrast), a static low-angle shot frames the depths of a gloomy bamboo forest. Countless thick bamboos rise vertically toward the sky, their dense formation silhouetted against the profound darkness like a cage. Suddenly, a massive, muscular white tiger bursts from the pitch-black crevice between two bamboo poles, lunging forward with devastating force. A sharp, angled beam of light strikes its body, making its snow-white fur blaze against the stark darkness, while its razor-sharp black stripes blend seamlessly into the surrounding shadows. The tiger's body stretches fully in mid-air, its powerful limbs tense, its massive claws extended, baring deadly claws. Its mouth opens wide in a silent roar, revealing gleaming fangs, its facial expression a look of pure, undisguised predatory fury. As it hurtles towards the camera, the entire frame is dominated by this sudden, primal force, creating a heart-stopping, extremely tense and terrifying atmosphere.", + "seed": 26533, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_9/index_9591_seed_26533_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07692342998925597, + "vlm_logprob": -0.07692342998925597, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.07692342998925597, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01827240362763405 + ], + "opposite_logprob_tokens": [ + -4.268272399902344 + ], + "logprob_reward": -0.01827240362763405, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01827240362763405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19951799511909485, + 0.055135246366262436, + 0.2510940432548523, + 0.04705271124839783, + 0.05363807827234268, + 0.07868155837059021, + 0.03367681801319122, + 0.04634207487106323, + 0.2056225836277008, + 0.029238926246762276 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.01827240362763405 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554424814879894 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554424814879894, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554424814879894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29016387462615967, + 0.11836221069097519, + 0.21281681954860687, + 0.02932211197912693, + 0.024606231600046158, + 0.050301387906074524, + 0.023472893983125687, + 0.020422914996743202, + 0.19597181677818298, + 0.0345597118139267 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.012554424814879894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019418209558352828 + ], + "opposite_logprob_tokens": [ + -6.251941680908203 + ], + "logprob_reward": -0.0019418209558352828, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019418209558352828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25726497173309326, + 0.05693653225898743, + 0.15195246040821075, + 0.054284412413835526, + 0.09076648950576782, + 0.10443305224180222, + 0.06568136066198349, + 0.05169249698519707, + 0.13736218214035034, + 0.029626060277223587 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0019418209558352828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031947072129696608 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031947072129696608, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031947072129696608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10882386565208435, + 0.05591018497943878, + 0.09758111089468002, + 0.041486527770757675, + 0.09397752583026886, + 0.07792896032333374, + 0.06049823388457298, + 0.10416588187217712, + 0.3099808692932129, + 0.04964683949947357 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0031947072129696608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34865379333496094 + ], + "opposite_logprob_tokens": [ + -1.223653793334961 + ], + "logprob_reward": -0.34865379333496094, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34865379333496094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13361740112304688, + 0.08755460381507874, + 0.32350578904151917, + 0.044333409518003464, + 0.09421075135469437, + 0.08807583153247833, + 0.07894028723239899, + 0.038474954664707184, + 0.02450491301715374, + 0.08678210526704788 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.34865379333496094 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Cinematographically rendered in a black-and-white style employing intense chiaroscuro (light and dark contrast), a static low-angle shot frames the depths of a gloomy bamboo forest. Countless thick bamboos rise vertically toward the sky, their dense formation silhouetted against the profound darkness like a cage. Suddenly, a massive, muscular white tiger bursts from the pitch-black crevice between two bamboo poles, lunging forward with devastating force. A sharp, angled beam of light strikes its body, making its snow-white fur blaze against the stark darkness, while its razor-sharp black stripes blend seamlessly into the surrounding shadows. The tiger's body stretches fully in mid-air, its powerful limbs tense, its massive claws extended, baring deadly claws. Its mouth opens wide in a silent roar, revealing gleaming fangs, its facial expression a look of pure, undisguised predatory fury. As it hurtles towards the camera, the entire frame is dominated by this sudden, primal force, creating a heart-stopping, extremely tense and terrifying atmosphere.", + "seed": 26534, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_9/index_9591_seed_26534_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06259104143828154, + "vlm_logprob": -0.06259104143828154, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.06259104143828154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017153240740299225 + ], + "opposite_logprob_tokens": [ + -4.392153263092041 + ], + "logprob_reward": -0.017153240740299225, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.017153240740299225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2430344521999359, + 0.10336467623710632, + 0.0631912425160408, + 0.10560818016529083, + 0.058897748589515686, + 0.1132911965250969, + 0.0966583713889122, + 0.043290555477142334, + 0.12247858196496964, + 0.050185006111860275 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.017153240740299225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793566539883614 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.009793566539883614, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793566539883614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24640779197216034, + 0.14921040832996368, + 0.17547133564949036, + 0.17446328699588776, + 0.053460437804460526, + 0.03612452372908592, + 0.06132551655173302, + 0.03259935975074768, + 0.028441155329346657, + 0.042496152222156525 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.009793566539883614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021992563270032406 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021992563270032406, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021992563270032406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20884999632835388, + 0.2164262980222702, + 0.10740935802459717, + 0.046024635434150696, + 0.037907157093286514, + 0.03341197595000267, + 0.12963351607322693, + 0.05625253543257713, + 0.04313092306256294, + 0.12095362693071365 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0021992563270032406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002493369858711958 + ], + "opposite_logprob_tokens": [ + -6.002493381500244 + ], + "logprob_reward": -0.002493369858711958, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002493369858711958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22334744036197662, + 0.11594003438949585, + 0.12072291970252991, + 0.05269391089677811, + 0.05526632070541382, + 0.13366591930389404, + 0.10019131004810333, + 0.0541498139500618, + 0.09390481561422348, + 0.050117526203393936 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.002493369858711958 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131577372550964 + ], + "opposite_logprob_tokens": [ + -1.406315803527832 + ], + "logprob_reward": -0.28131577372550964, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131577372550964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15297067165374756, + 0.18880248069763184, + 0.10781724750995636, + 0.09000309556722641, + 0.12389662861824036, + 0.11344629526138306, + 0.105890192091465, + 0.05003070831298828, + 0.04065028205513954, + 0.026492390781641006 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.28131577372550964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Cinematographically rendered in a black-and-white style employing intense chiaroscuro (light and dark contrast), a static low-angle shot frames the depths of a gloomy bamboo forest. Countless thick bamboos rise vertically toward the sky, their dense formation silhouetted against the profound darkness like a cage. Suddenly, a massive, muscular white tiger bursts from the pitch-black crevice between two bamboo poles, lunging forward with devastating force. A sharp, angled beam of light strikes its body, making its snow-white fur blaze against the stark darkness, while its razor-sharp black stripes blend seamlessly into the surrounding shadows. The tiger's body stretches fully in mid-air, its powerful limbs tense, its massive claws extended, baring deadly claws. Its mouth opens wide in a silent roar, revealing gleaming fangs, its facial expression a look of pure, undisguised predatory fury. As it hurtles towards the camera, the entire frame is dominated by this sudden, primal force, creating a heart-stopping, extremely tense and terrifying atmosphere.", + "seed": 26535, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000291/group_9/index_9591_seed_26535_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08578543192707003, + "vlm_logprob": -0.08578543192707003, + "vlm_yes_no_margin": 4.175000011920929, + "vlm_token_credit": -0.08578543192707003, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020104676485061646 + ], + "opposite_logprob_tokens": [ + -4.270104885101318 + ], + "logprob_reward": -0.020104676485061646, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.020104676485061646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30679264664649963, + 0.03737133741378784, + 0.10517527908086777, + 0.071223683655262, + 0.2338346391916275, + 0.028327198699116707, + 0.02248777635395527, + 0.03562924265861511, + 0.12332504987716675, + 0.03583318740129471 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.020104676485061646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607775315642357 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.01607775315642357, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607775315642357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2538006007671356, + 0.04240979999303818, + 0.05558187514543533, + 0.02509963884949684, + 0.40252137184143066, + 0.0621500238776207, + 0.013289861381053925, + 0.043680645525455475, + 0.07393990457057953, + 0.02752619981765747 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.01607775315642357 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031943507492542267 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.0031943507492542267, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031943507492542267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21548889577388763, + 0.09480481594800949, + 0.07153024524450302, + 0.058063384145498276, + 0.13344404101371765, + 0.050556592643260956, + 0.054133955389261246, + 0.1643499881029129, + 0.1147884726524353, + 0.04283960908651352 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0031943507492542267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024921807926148176 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.0024921807926148176, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024921807926148176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2298407107591629, + 0.07593273371458054, + 0.07824963331222534, + 0.04594206064939499, + 0.13259746134281158, + 0.07489271461963654, + 0.059500936418771744, + 0.13304495811462402, + 0.09176065772771835, + 0.07823817431926727 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0024921807926148176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white style with intense chiaroscuro lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a gloomy bamboo forest with thick vertical bamboos silhouetted against darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive white tiger burst from a dark crevice between bamboo poles and lunge forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tiger shown in mid-air with extended claws and an open mouth revealing fangs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and positioned at a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38705819845199585 + ], + "opposite_logprob_tokens": [ + -1.1370582580566406 + ], + "logprob_reward": -0.38705819845199585, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38705819845199585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20084887742996216, + 0.11246344447135925, + 0.07782675325870514, + 0.06195828691124916, + 0.15807855129241943, + 0.08365730196237564, + 0.040329109877347946, + 0.08913639932870865, + 0.10500051826238632, + 0.0707007423043251 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.38705819845199585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person adjusts the collar of another person\342\200\231s shirt.-0.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person adjusts the collar of another person\342\200\231s shirt.-0.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..4a63e8b19da6bfced6f548c29dfc9bd55f1cb469 --- /dev/null +++ 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person\342\200\231s jacket.-1.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person brushes the dust off another person\342\200\231s jacket.-1.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..dd38b3c98be41c8343d5eb8ae0e9a742d7b33a64 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person brushes the dust off another person\342\200\231s jacket.-1.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f584e9ac098678eabad41afff9ff2dcd7ff599755f543189e60455c6a54794b +size 830267 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person brushes the hair of another person.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person brushes the hair of another 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a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a camera to another person to take a photo.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a camera to another person to take a photo.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..908122eb1f885e637c1f0da9b94ef85127321264 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a camera to another person to take a photo.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34185a5725dc5988918fc89f8859855c5eae5239b3f1a93905b1b4484f7f606c +size 845054 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a cup of water to another.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a cup of water to another.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0c8dfc67e05aa68f3017034c1e6e1984656874ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a cup of water to another.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c53e2a47686708f72969f77e540f57e103ba0c73f57736d3a7abc8e15c0f8319 +size 493851 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a map to another person.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a map to another person.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9c14c26baeba51d29b025871183df3761ff1798a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a map to another person.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b863857dad5c1b9b9380a1b11e0cc6ff2fbfbbe864d557e521e6526a40cc1e4 +size 521981 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a notebook to another person.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a notebook to another person.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..65f7d9cda9ca6b8f79c2347eb78437833ad4f91e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a notebook to another person.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa24a73904842fdd140d51b123f650c35d96d81e6b906b2c29cd5ef8a08e7ec4 +size 482654 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a pen to another person.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a pen to another person.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f492ac41022de803fd12d5e0e85c866e3198ca59 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a pen to another person.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30590c2fc2ac9be8c38caae483628ed4935f3dec5662f4c8cfa54d4b45ffd2d4 +size 352293 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a phone to another person.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a phone to another person.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d79d1ed4117a23825f947a35e3338d6762ef4ac0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands a phone to another person.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:403fee846b727ab62981eca5b7e41892dd7921d53bc4401472e15501a3216925 +size 521683 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands another a piece of cake.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands another a piece of cake.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2b6fe23d9cd3017db139ff22b85f09732e33c628 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person hands another a piece of cake.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b08f6ad1093031c85619fae5098df83ac91fbc246022b88cd9fe6b7348db335d +size 660378 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person helps another into a car.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person helps another into a car.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..73d310bec85057fd56453ea11ee4d6126582b00f 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helps another person put on a glove.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person helps another person put on a glove.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..496a24d040dfc1397357ed71c83ffca817a20282 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person helps another person put on a glove.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1d67cd017acb2bcc93f174c83b138c9311785ff801bf2a0326ce73e3b0e55bc +size 694708 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person helps another person put on a helmet.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person helps another person put on a helmet.-1.mp4 new file mode 100644 index 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a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds a door open while the other walks through.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds a door open while the other walks through.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..87e30cce9be38c91b28129e756c2e5d887a86dab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds a door open while the other walks through.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f97a01c62ea77e900c6383777957b3e5f419d7c2f6809c925ea70281d519de9 +size 525669 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds a flashlight while another searches for something.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds a flashlight while another searches for something.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e895161cfbd3214c27869281a529d38921c6f6f5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds a flashlight while another searches for something.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c03494777103ff3fde42b60ba46dcc7590090049a3382800608e793cd78838da +size 996549 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds an umbrella over another person.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds an umbrella over another person.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3d5ef0f62252e4b80efe3e0cdf01bfa53a0591c9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person holds an umbrella over another person.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65b01d2f411a28b06c91f11797a969777e62772a66f4c90e618d07bc4c5e5153 +size 819354 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person is handing a remote control to another person.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person is handing a remote control to another person.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7938730abb7ff865fa4d4d7892a723c86f4659b1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person is handing a remote control to another person.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7735830cd65c14e175799ed2016337c61ab41ef66777ba61c2476e1a353b5fc +size 885530 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person is passing a towel to another person.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person is passing a towel to another person.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6ad66131ec19ead818b855b0c2a4755b6a9faf06 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person is passing a towel to another person.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89c01e716fe445dc55c420d88b12c1ac87bc67d3655ca289a6ed72c0f8acd3bc +size 497734 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person lifts a suitcase for another person to carry.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person lifts a suitcase for another person to carry.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1ad81f953c24156dd9651ba865e27281a69c31f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person lifts a suitcase for another person to carry.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fbc1527b0509747dced87d9caa6a129954672b72151a7c84ee2dbfe4a8989c6 +size 627246 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person lifts another person\342\200\231s suitcase.-0.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person lifts another person\342\200\231s suitcase.-0.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..d5fbf7311e424214abf3c6c915492c2e21ec768a --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person lifts another person\342\200\231s suitcase.-0.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:443f6a902957f33c64062fe837c30c2a026a1ba4acbb5081270313c9c299584e +size 593930 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person opens a window for another.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person opens a window for another.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0e567005154493d22e475f270107e272339b0f86 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person opens a window for another.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f1d7609f5c33c3977e8d04e1a8b4826cecdb4dd4d072cd99aa0f901c409c8bb +size 546395 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person opens the door for another person.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person opens the door for another person.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c4952baddf6a1167fc02963b54dceb4e67e3bc9e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person opens the door for another person.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35a4a1f7e3219e2c3ec3ba096ec548dc62f452df3c52f35399e99fab1bcf8ef6 +size 736666 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person passes a drink to another person.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person passes a drink to another person.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ded830c6fe8c81b6947a530b2f5eaed7c3d6d9dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person passes a drink to another person.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ecd4bcc67602c5f5188ea0e08acb62ac14bb2ec4dae46937cfeacdd2280e1e2 +size 865643 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person passes a pen to another person to sign something.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person passes a pen to another person to sign something.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..950116cac194b3aaa0c5376796a93036820a5bb6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person passes a pen to another person to sign something.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:443b4a94cdb37361253c795a40f9cb98dcabd2dbf2bc3b0a9037c8da5075eb59 +size 353601 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person picks out clothes for another person.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person picks out clothes for another person.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2418b0322ea81da4789637823cdd85ab9d3720e1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person picks out clothes for another person.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6129962c58bc3ce5f3cff7e0ac720f9469c786421c33fb24eb261e763a30040 +size 689589 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person picks up something dropped by another.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person picks up something dropped by another.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b72619729c95ed46700a554b218ca0c9a1dc5708 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person picks up something dropped by another.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6389c95ddb6efc6fc64daa69f7c8f30c3c8ee7efce6338b287e057992a11b739 +size 1383098 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person places a blanket over another person.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person places a blanket over another person.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ebab3965ee61bff2f47f1bb18795201f57981922 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person places a blanket over another person.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1304f6c70d024f439bc241e8767e6ee470e9353615e4bc90a8619c2622e3c7b +size 766319 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person places a chair for another to sit in.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person places a chair for another to sit in.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d97ee343f3ecde08f3e372a082233f1f687f20d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person places a chair for another to sit in.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe181be535626d832edfe594e5d758efcb6ef5166a18301ead06e056470214e3 +size 484308 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person points to something while the other looks.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person points to something while the other looks.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..17b80492c0f025302d1a2f9a4577b17aa5caace1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person points to something while the other looks.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a15d5669716f7c6e7b94d751e34c14d8c17f9afc38a1ff176daecc3f795ca7b +size 559001 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person pushes another person in a wheelchair.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person pushes another person in a wheelchair.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..eb91b2224a27b955492bd6c844fd70eedaffbff2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person pushes another person in a wheelchair.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59a4a461170eea9b7f6c2da03d8f93df36ccf391b131fe24017b3575b23a7c54 +size 773802 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person puts a coat on another person.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person puts a coat on another person.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4fa82caf37f9d08ae56eb9ce473da141f67bb096 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person puts a coat on another person.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84761a8ca87c750cc7e5f38dfc99380cc9a82d1e542af2d2328fa258e61c865a +size 743239 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person ties a scarf around another person\342\200\231s neck.-2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person ties a scarf around another person\342\200\231s neck.-2.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..a1b449bc45795005e2528cf631c49fdf17c0d383 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person ties a scarf around another person\342\200\231s neck.-2.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa5b92d846a6569c2aa39023a6c61a41fe65426900998da8d8c20d74c8006b37 +size 956253 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person ties the shoelaces of another person.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person ties the shoelaces of another person.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9d145ae436cf42b9dfa822d3dc67a0c72b578507 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/One person ties the shoelaces of another person.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8f324fe84b7188e5a6ab4ed73626c19ee7cf3733e2dec16ab1728f5bb1cb1c4 +size 662117 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are assembling a tent together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are assembling a tent together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3e4d0c7375664241665fb3813bd40bc3b29b89d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are assembling a tent together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66f1dffbe3265cb3eb465bf0036d71615bb84561f2932936a5397cffe0c1680e +size 748784 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are assembling furniture together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are assembling furniture together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2839e75fd2da02617c416970ee4348f90febe017 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are assembling furniture together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7dff62594b54392bf89edebbe4f8237f3614ca27100ae6831e6004cbac1ed1b4 +size 591797 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are building a puzzle together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are building a puzzle together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a06ad355da969f91a220f1e5a7ed1e6ddf0ed27e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are building a puzzle together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a19f9e483148597351218987c5125f26a1e1caadb110c2854060740c85859d5f +size 616508 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are carrying a large painting together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are carrying a large painting together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9bfb9292652682690912b302d38a7ec5c9ec1664 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are carrying a large painting together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd85d6795b1d25eb2f2d8f0089c38584ba0f9c8000f32ae2e69cb00db37f8b7f +size 643860 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are changing a flat tire on a car together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are changing a flat tire on a car together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cb42ead1498de2f4d2094badc1d347c42cecae5e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are changing a flat tire on a car together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04b81ee790cbb988e6a8fec1a036f8eb0774fdec359fb4eb9f777bd00df6a6ee +size 675468 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are cleaning windows together.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are cleaning windows together.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..15cae2ef0276f96a073c3de3b79e41290da78e31 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are cleaning windows together.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f40e20e715990e7eee1c6cac1b07a661d778a148176e1ab3f0ca0f7b70fbf3b +size 679782 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are clearing a table together.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are clearing a table together.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..aa00b91c6a5c6635cbce729977a8b435e3cd9e95 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are clearing a table together.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e8d6700d3baf0bbbd635eefcec0bca2f5ce27b41dc232b302ee6af0ba6374e6 +size 609376 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are cutting vegetables together.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are cutting vegetables together.-1.mp4 new file mode 100644 index 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together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce57f7dd3e136b4a981312e17ffad67feb25fc16b16b4a43be8b05dd5fba2bff +size 436574 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are exchanging keys.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are exchanging keys.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..40c743b590f4a836b8ad02ebc25411abb5cabc34 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are exchanging keys.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ed570418e1ffdc924bc7c2468e9ba4784f5e9a88cfdd72304fd2cef7dbae227 +size 631907 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are fixing a broken chair together.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are fixing a broken chair together.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ecddad7241fe8fd0c34ba1c297c829e25123e2c3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are fixing a broken chair together.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c473ff62ee29201a8cefa27501ccadbf79de5eb30e8936f9063ae318647aced +size 548106 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are folding towels together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are folding towels together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7f410ee48179b0617bac91f4932d4e8c1fb16025 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are folding towels together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9edb574819afa62a1b74e960c1db6192b2803d2716f1f186b3f08fea7f71337 +size 681103 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding a ladder while the other climbs.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding a ladder while the other climbs.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0e42eadacd1533cafc52128c9f2f9222c671de80 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding a ladder while the other climbs.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aaad9e3c11538bc278ba3abc074b88b32309cfbfe5902b4c76937720181fa32d +size 623604 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding hands while sitting on a bench.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding hands while sitting on a bench.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..172984eb87b9794b10983644b0396539e14e8d2c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding hands while sitting on a bench.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b127d39c7ae17ed42a7a4b7474f043d668e0dd62c4b76f1629c1625d062995c +size 410540 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding hands while walking.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding hands while walking.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f701c75598c75f223fec6e090cbb2aa2817bc67b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are holding hands while walking.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d21ab36c5ec1981a9ddc63197ff69eb5d8459d82e93c46d35b6c706dbf7dc7a +size 980602 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are lifting a table together.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are lifting a table together.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9665f694e56a6853d5769eec3d376d12a7e08d05 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are lifting a table together.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e8b470c9c6f111944d6e93866fc6057e9ed0fb9d932b4ec7c5b919ddb35f492 +size 643569 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are loading boxes into a car together.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are loading boxes into a car together.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dac384dfb7063925556efe6948f043308c6ec21b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are loading boxes into a car together.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a28bd4c75da952c73e10f11389c0288cf325c27798cebb3ac925bc8c1bb671d0 +size 837609 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are measuring something with a tape measure.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are measuring something with a tape measure.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dce9fd3dcbd68eca777be11b57cc05ef123b8ee8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are measuring something with a tape measure.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2a901db8edaa3752fec5bd7efb65fc2d52053df399ff2a3e8091b79f980f544 +size 525774 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are packing a suitcase together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are packing a suitcase together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8211da95de27f6aaba8e55f49d5573f5eb8133d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are packing a suitcase together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9125517122ad43868acf92925eafb2899cb724821a8d1d0ab4d5fa3e26a49bbd +size 760797 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are placing food on a barbecue grill together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are placing food on a barbecue grill together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b808ef4c11af7b52a228eac2f5321b2029bc8c62 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are placing food on a barbecue grill together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87b66f5f706350b4ddd5ba23eb4f612e4c56d4d3c08f77619af0dbd4607ff4c4 +size 1055244 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are playing catch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are playing catch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0086e0ec3aa4b6b2aa7bf718a10edf484d83f396 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are playing catch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a47813b496634d82b20be1658b40f406da0abad201e539e96e81265d572becee +size 569233 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are playing tug-of-war with a rope.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are playing tug-of-war with a rope.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ae2e60379e77ed98eef6ed69ecc09e81e92fda40 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are playing tug-of-war with a rope.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:082da94a8b9a08c360dc682b3e25d1abd832f0e0cee827bfc50aa59457b8eba2 +size 1020044 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are pushing a cart of laundry.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are pushing a cart of laundry.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e07cb5dc37b9aeef5e3a406217cf20eb61372e8f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are pushing a cart of laundry.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1b7ab3fef1537ce3453ceb7f20b751dc881fe061e686a5b593c92437ff02885 +size 1045595 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are pushing a stroller together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are pushing a stroller together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d93ac864141f00e25eaa6942a8d559a93067709d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are pushing a stroller together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee79ea044a060ca58cbe1a373433642d4ecef0a75119c1dd118bd4659e40a186 +size 700671 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are putting away groceries together.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are putting away groceries together.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..68c0b642d98bd5d1352dfcb29bbaef09a0c7076c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are putting away groceries together.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94bb9eea39b3d4cd85cd5b22c9f3516e8d871f6309667580c5e421700c4f60e9 +size 735016 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are putting up Christmas decorations together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are putting up Christmas decorations together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8d806a34a3629b53017cdad5fbc4fe16015b72c1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are putting up Christmas decorations together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3529c674b15f8f10f1f1b837fffe385d198117ac9a8116ca26c3a68c4d96e9cc +size 723180 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are sweeping the floor together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are sweeping the floor together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..11d36c0d8a6e769bfa4f556317bb34c20741eed0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are sweeping the floor together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b37bb10f7be47f9cca0ee893672f788ee07f00e281bd29fa3858fb289302dd8 +size 850020 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are tying balloons together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are tying balloons together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7afb9dd9b9b84cf9f47ff51446c314925d250418 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are tying balloons together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05a42b7b89944574432392e8854fcad96d53a3940250936b304641f294bfa10b +size 717497 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are unloading groceries from a car.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are unloading groceries from a car.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..53c53b73e15bab00f4e31baa0c99dda56412e2c0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are unloading groceries from a car.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e064b927ce8c961821102f09ac7c1dd4e0c4db476752381e8486a9aec9d9a54 +size 975898 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are walking side by side down a hallway.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are walking side by side down a hallway.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..76aa993c1483956226b547ec663fb04b7b25f08e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are walking side by side down a hallway.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:010bdd7e43e79656a34250db2c80332693bb11336fc9cf8059a00cb8b6d05996 +size 623610 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are washing a car together.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are washing a car together.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1f32891145ef6805006b488b7ab3a82387339f7e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are washing a car together.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13656de3f7ad60f41b1428318f09fa417786fb9242f56d51fdb384dbfbca0d78 +size 740718 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are wrapping a gift together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are wrapping a gift together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..de36a998a2849364179354a1cba2a3fa3cf9a077 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people are wrapping a gift together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71121297d5a81c7ab33a99acfa569653e7081f85a7fcc6b212b06625c580248a +size 551256 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people exchange a book.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people exchange a book.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a51e55c49429c3f5ba7e41130c0727b3f95affd0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people exchange a book.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ff8fd4d38f8493f2c0f517f1190fc14c96660e3b3b292bef0720bacc20d5675 +size 487562 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people exchange a handshake while holding a suitcase.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people exchange a handshake while holding a suitcase.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5f3be2b2c0181286d48fa052b6cf499182043808 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people exchange a handshake while holding a suitcase.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1a9c8f766835320d9d642686cbdf982131fc1c0c6149063e45d1977e82af1d0 +size 559001 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people hold a ladder while the other climbs.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people hold a ladder while the other climbs.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c035c322aca16ce140b18d706106f936af8ff80b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people hold a ladder while the other climbs.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34ce86995b3d3e14ff3af5033021c73ea6c62f7dbeba1a8ecfb562f3b852f2e7 +size 581006 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people push a heavy cart together.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people push a heavy cart together.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..622b651a1e2226d55e10cc46599da0e28bff7ead --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people push a heavy cart together.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77d2263185a4bcd6cce049d8b4838d32f16940d7d848ffe93b71780f9c544692 +size 924977 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people shake hands.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people shake hands.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..76566ed44c5ed30e0a829f416ebb7314a052d939 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Interaction/Two people shake hands.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19ac9b7de7295e4490ede81d3f22b84535c29622936de076313b33f622aa746e +size 484288 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..29565d8de0c9a648903b1b6533bf7a9f380270a8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96c8415351806c1b2165d538a4a2b36fa4806aaf6a2eb494cb0d8ec80feb3356 +size 352810 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fab3f46edb244c7bfa489e53d05a010f0a081e52 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A blue pen is used to write on the rough, brown paper of a shopping bag, showcasing the interaction between the pen and the bag's surface.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f7251667f4bf41721c08b2862b3673c815c9e7da992f4b14c80bd0965cb9c76 +size 359593 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..aef57660bb188a9abd5cf5d3505c8a07ac6becc5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11c5d0751227f477210652a52863dd26d919d5c33f452347924813922329bd91 +size 560590 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f2dbc59b7ffb8e6db905d99ccc00e8f97d00531f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ac2dbe102c8ba2a7fff8306bdabba96fc0a8aa418081b0eedefff1a7745b416 +size 440679 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a23425465e8ebc770cac5653a85f2c6d2e4e35af --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of ketchup is gently squeezed in the space station, with the thick liquid spreading into the environment.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7f1a28409f79973a1f9268aa10a93d8879466cb14f21af099e0de038a5ba51f +size 697760 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c94460055f4202334c88d2bd802c779d2c8e3234 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f5e86fe40271562483df32d3cf0a17d1a3bfa12c8cab73663cc14e32b746e09 +size 681978 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..be9d7a3dfd981d4b9b3f933b4e1502514c7b99da --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:866af0676a936e45928d52cbae84badef90eb4c4a6a50a456a3ee1f6ad1b481e +size 632585 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b465cbd38918b2668cad09787113d3e0c8c6546f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bottle of water is opened in the space station, and the water starts to float out in irregular shapes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e630ae0bc04c9e1bf4764465a0d801a10afb003713931a9143d26adf5c68ae9 +size 1036426 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..31860a4c842c9cafdca05bf4432d3ec1e5db9149 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5fa5db0c202769e49f38f3912f349768ecca9035b62545d471a8f26bef57fb7 +size 636063 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c67a53b8d28c96afeaaa28d691fadd667d6237d9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5721ae7998eb525f3f45591b3124881a14ebf29db8c6eefab924213db2f90e4 +size 632305 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4a5bd161f69132edcdefccdfa8b1cf5a51086c4d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bouncing rubber ball is rolled forcefully towards a wall, with its dynamic bounce captured as it rebounds off the surface.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90d873a9f497674ed42bb4144d56dbedb5761463458399e3abccc459df2c8bde +size 1066813 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fa81a1f3d2fb6623e01f1f69b1b8ec1efd56508b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cb975688ffd415ad899c2c53e72ac4487af6f8a4d806f2af721d04e2d2683fc +size 631111 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..59c1fb16cb66f572049927c6aeace6fb9b190990 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c09756e5cb709637bb4f0bfba449b597f39d0285d6d6754f0f94e9a9461babdd +size 661639 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..009cda1d1577edbc99ff357d56b00ed4ea2cbe05 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A bowl of soup is tilted in the space station, with the liquid slowly spreading in all directions.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2808169dd79de30b18e0e3e9c17d5ee1621364e2a60044a55dcfe2ca567a211c +size 447275 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9ac0fac305baff03e8f682681b95b349d2a55c25 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef9a5053811d8ae2c13afbaca8c33f044d4f75be79080fe4830c4e8223164493 +size 679040 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..34b28a7afa28308380b3e136825e9e5c463079db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8263e77b39d2386bbb9d3fd769a98e2c17fe8841f8cd580b48fbd609b78cd83 +size 820531 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2e8656e685415b09cd43d0d479c2c6d4406e1871 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A colorful rubber ball is dropped from a height, showing the bounce of the ball as it makes contact with the hard floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:011a409bd72b3eb5dacaf6214f3fa67bb9605dc3d7a20b64158c189e3ff9a5b4 +size 783009 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..58c4ee1ac2c67a7d5054fd85a313392086b6cbff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e4e2a89e3c8cb91eff533da709a24869f01778ba47107f630b40d9e010c2cc4 +size 492589 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c18f5ad97e0c89361c201e5c3465325b960a602f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of cream is opened in the space station, with the liquid slowly dispersing into the air.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15ac3f3ab17632337d990fa8b7b634a8e63676a28c704bdefe6434f5f52c8b82 +size 495897 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6a36d848653e4c33aa8a356a9924bb56c1481ed3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:675f94f23cc5c4c4557c3f9d7b56948d715a83296627c1e989600a607208bc33 +size 300991 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a2a51af1f24244aaa2ba833d283465e08dc17516 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A container of whipped cream is opened in the space station, and the foam slowly expands in all directions.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3aca9008e78591a7e9ce0ae97a4c606a2793ad40c9606cd420eaa78a74b9a84 +size 442660 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0589841f7abf76a521edd04972aec381cc133d79 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbd97ceee5b9dfc7c51e49372605021ad993dbda9a94a3623f109c787814e3ca +size 682507 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d1bb2bc650f581a62975d925a549b6fd7caba897 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cork is placed on the surface of a bucket filled with water.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad140f67dfaf09bd27f63fc0c16085210071206bed621a308b667eb102fbfe82 +size 544892 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..236fd1d680881e889b4960f27ad4899fe77b1ec5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4f5fdcdd706bbc81bd20c871ba6b6eff5b25aea79742768f6b774be6c433ac2 +size 669673 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3aee7604ff4dc92434fd2a90a22023695c5f6622 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A cup of tea is carefully tilted in the space station, and the liquid floats in various directions.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c67fdb92d3fcd6562a416c41aba6a402a32dd3f3f7f0c9a07bedf6cfba70183 +size 622876 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..eef027c6df5cbd29714acaaaa6b1eaa3d800365f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f7411b63f4374b6f44d3939277fa69e0dc17606ec6f69c9ee34a99a4e2afb3b +size 644129 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1b5350e0725c2688aa5e7c3c790d0ecf53f9cf75 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19bbb9d405f96107c7dae5cf5cfe987bb48636ab434cc01f20eb414b844404fc +size 565154 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b50675a803679f930643dcd15576f7d336091cba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A dark brown pencil is used to write on the rough, textured surface of an old book page, leaving a mark from the pencil's graphite.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6323854c28e5a66862f7717eac0892248c4746cfe9715c25ef3b70fbe88ce1d +size 481469 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5c0edb9e561bfa63e34ee78b21d3d5a68aac2353 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec64a483e7e24ecd1c5cd59bad62bd80839bec8a0cf8830800a7d350adb5e668 +size 550333 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..96625c07d62f9499742d09a019c9e827ce5c3ab9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5c2a6b1a03853e0a7c3a680f7afc84c84a7252bbd40ddf3ae365bcc7dc6e497 +size 568335 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f7d4f2d424967d5485396dd0ed18b123a7f765f0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A droplet of water clings to the edge of a smooth mirror, demonstrating surface tension as it forms a spherical shape-2.mp4 @@ -0,0 +1,3 @@ +version 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a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c2474a93eca0da33d420b1db84630ad905776334 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99ef63e744a7e76c973b17f800fbb03f34636a193ad0a4e89c3b43c9ba4f44e3 +size 1145637 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5ed30748df4176be29b35d93357ad4b3dac57e3b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A fishing net is gently placed on the surface of a pond filled with water.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55390aea508508c96da6dab09e2c4c51347378a58d3e3d7c587a76ab3b6f183d +size 908885 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c1c9913b1005ead4fd477a33004d5b3a5d19e1f1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:021f430ee12060e57279e85ac4e98d5327018ec6275f0a18d65ccb151f459b7d +size 603099 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..30285bebb84b7dedbfe99da2947d49bb1ab426e6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcd978a8b66cbcbac05b6a99b2f88325114914b42561c79c15c291504152184a +size 544112 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4278bbdac8df5673fd8add6c2de7dcc15b862f39 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A glass of apple juice is slowly poured out in the space station, with the liquid floating and splitting into droplets.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be2a1b90b22afa5c781ae33dc193b616f182428f97ac38029d4dffb2e843132e +size 735448 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ff938cd9f2626949a6865b41bf739f9d2cfa3096 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95f02441ac8ecbe6ecbdbb0aac3726b4ba43e9f5d1e81d3b55e3965b01fca44b +size 424192 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..92b5af3024cbcabef710d15857c3502e2ef69aef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:686d5332fb707163c09f95a1a44f442830b55b2b5f7ccff280e70e4a3fdc0c00 +size 313514 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1a86c4e85925b929217f5b293684f29f8de60e87 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a pencil into the surface of a thin plastic bag, with the tip gradually penetrating the material.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:865a97c81fee224fb85ef888a68d9e284994f9cd666e7995fca8ef4f93789dc1 +size 343225 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..db15ad6031247e284c104ba5fbb92cea27fda2b3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f32757daf37de0208156315e119d789aa7431ca70a146c43c5bf70e85bfbe80 +size 431650 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1f1cf26edfa49c031152e7185c1c9dc4bff5694f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9942768cef72e45ef3292110b739f4c707c752de2bfbfb99d2cea0a53bbb5346 +size 380490 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ae93b9bdeb78537bf35709477901e0d074fda285 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand presses a sharp pencil into the surface of a thin rubber glove, with the tip gradually sinking into the material.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dde68fddb84775e98bad95b35338c67b61f2511917ecb3f2b5f5b991db5c14d6 +size 315571 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..420873c6e60d12030cfd0c7c791c74a6a00aa2e6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:762bff64494c1329eb3a156b04b6fbf5303ef0622e1d49487ce866f8f841dc48 +size 567546 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c1cba75c96422ceec5b9348e46b7b5f004e43130 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e607cbb0f499a9c7250aface240eb2c69b62e2fa1abd92cd7735971279a3e22 +size 433417 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c9f4f339ca5f0c01f83e467e00bbf25594edb621 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A hand slowly presses a pin into the surface of a stretched plastic sheet, with the tip gradually puncturing the material.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:595961ce43862d80af2839b0edff179c605154959628120b8a35e33501864921 +size 422833 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..67b203dc2564c7cc9fbaf7b5a51de4b2217f9505 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cc9c49375d13dd8d59d61b3883c1edf17fcb7fb2c2882af5abe1a1877dd13c0 +size 490258 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e58a807252d2c02d93e966b5835323f17b51deb9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad6fa1b084f481ffa14eca39e72df41c1ce41bd813bcfaa1d4557ec75bcb54de +size 556528 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..99fa28342ab16f32377a66a34f1a97b189f9a99c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A jar of peanut butter is opened in the space station, with the viscous liquid slowly dispersing.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ace16ca8155cbe6316709607a51ee6866c38744d83f35d6c9a2c3b6bb9b3292 +size 398066 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..354704e5a76649d273ce51f0198ea70f75551b34 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccaf68b5ec3fb2c94aba7e4d65c60bdeb31c49bf8874dd88f4abadc532416b0e +size 739498 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fe4a78c4e0b5f962ff1b65a1b3b7b3c9fc6b378a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5681209147296f3f3e81126c15adda18e193840fab2d639cbbba293bb14a66b0 +size 516713 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7421acc25bea782ec5a28675ccce22c4eafa665e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal coin is gently placed on the surface of a shallow pool of water.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84a25d9a836303429b4c253c6129c80d0fca100f2bab357bdb8348a42d5de00d +size 531710 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..271d615758390d9667254b2512f462d2980b8b71 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3478f4dec6e71123f43dbc1b0e20c8f7de535ce01f17e49b5063078f92be4473 +size 568696 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a1b7416d04110b821779010eba229f73f9dbc614 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38b5cdb2f83f3bc4c85966f728f6bd6691bf1205d3dbd4607c750a498f1978c3 +size 616127 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4a4ea2d65de40159f3e528419908d2690f12dfb8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A metal spoon is gently placed on the surface of a glass of water.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db311fd46943529d890dd7edb0d1a6c7bc063e5ae176eddfa4b19883aa07584e +size 634628 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ba133c09c010cafcd43a197e5a540d61432929b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:410e0f70a965d736f437cb579ca1c4ec34ce69eabc7e9614c908ee4a41c28ddb +size 607563 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..40ae8dbc88a2e78f55434b60ea5721a03d052312 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd71e97aff50f7ad3655eeb4f5d339a05f88354ef2d1e914543b9cc5cb1d8d58 +size 305242 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..25fd9ffac35e751db8910bf38e7fbb4af33a8d25 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A needle slowly presses into the surface of an inflated air mattress, with the tip gradually penetrating the fabric.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbcdb1fe91636482fff82e72c06ac09207dcf86e245b841872312549f12dc4e6 +size 293847 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..19b7d6244dbd7f512663af6641c1e0ae1c7b924c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e9aab9a2e3c306f6e897322fbb76ef6c6f29622e028906eb744bc67215b9e99 +size 685644 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7636459d26dabd86f0a3750e1043a40179e234e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06c4b74176b667b2e8880ff071a714b34e3663e29b4744f5a087960fd190ab54 +size 600191 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..790058fd788f91d484a4a1698d30b87261e21f80 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pencil slowly presses into the surface of a tightly stretched rubber sheet, with the tip gradually tearing through the material.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa7f1c5ca0e9356b0979506236efb7b8e30d11c9cda38435c939db2939b19ded +size 608100 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af66417f47b11cd1189f85a819889ff7714c8533 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f054e9e4b7752785ebf66e612d200cfcc1786cc807e37f424086cbd1683e12f +size 275179 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7cb18668bd9db19474296e5cff02e52f893389c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6dd49b66e8874806d7bcd0ce4fe17318b2d03f3c532128f174138ced4873409c +size 367009 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ddcc822425cb63ad8371ed3fd106401c8bd1bfd6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of styrofoam is placed on the surface of a bowl filled with water.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55b98357166043d601d5e8a15a678035b4ccde3a7c1b70f4e2dd3a320264dd77 +size 519113 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a45c645407a88893c24674c0430ddee203885257 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2beffeb560ad43a0f881a5612eb868be8e69ec8e68410df02167ddb9177a761 +size 598143 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..aa2e04991833721fe0ef19a9b7253e104c830008 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4af86470c15934216d4a04ac4589259eea457131025fcc1c6009d04148551991 +size 663390 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ce8d7b0b9740c80418d052b1799ca784b3677d2a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of white chalk is used to draw on the rough, grey surface of a concrete wall, showing the frictional interaction between the chalk and the wall.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcd4d17cee9472330b6f7271775ef418a8d24be988f70e5b688fa60cf2b1b6cf +size 853782 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..15393a636bdfd856985aefa3626c792d1778463d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0281f123d7eb23fbfc9ba2a657273ac02653441c4efa7367a77546a904067959 +size 270587 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..042b06bea4c4d99a9a7c89c3722e51535b8c275b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A piece of yellow chalk is used to write on the smooth, white surface of a porcelain board, showing the interaction between the chalk and the surface.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f844b638821cf57c8f0a2b1aa92ff0a4bc83289bf19a8a8728c9dff4b0ef05d +size 193522 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..264078f76db3037898039e1a5d3e5a7815e9aa78 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0663969ad0f7579e8cc93b3d459cb4230fe7e38cff8559d49a19ad1f3512efbe +size 475531 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e5af4383ba73c20b1f7fdfabaf220437ff21c887 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8769357fcfe9e74422c8b5cf39793523005863a5fa4e62792dd554d479df4c8 +size 614757 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9e355d59dcc2573fe6aef96954b47e6cd6975af1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A pink gel pen is used to write on the rough, textured surface of a piece of fabric, with the pen leaving a mark due to friction.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc588718792ef1ff85a5eae409219d0a92cca70df9a6e806862803ec2097206a +size 685607 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c3b6c540bba1584b96ee1b4b56e209596cb8e283 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14c25e8063eeb134e24455f78c4c9933ea2b28608ad41c26f2ae5206036e3e07 +size 890747 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..089404a103dd269ac7c2b57c44f33346795e48cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23201c6caad3d768ba45683be3a5d3d6355e1de24390ce10f33ae61277a5502a +size 1133829 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..54053c3d678f71027feffe0f1bc32540afa9feee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A plastic toy is placed on the surface of a pond filled with water.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68f980f4cfe085b2c50b3142c568a71deddb402f878129b458867939169fa53e +size 841114 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6070d6486aa61eac6e89c183b1b5a8da40e3721a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c2d748bde5abbc539b7524f60f2e79deb513647df7d2bf25acc7d1fca649757 +size 1052433 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0670a284a3180d2ff2858ed600a32a548ffe7e56 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9651837ef4a7295f634a60cdb3aee03b317d337e5807ff0f475541e52925cf48 +size 929623 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7ae5c55f160051cb20c1e2553d7f31469a5b5b7d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A red paintbrush is used to apply paint to the rough surface of a canvas, showing how the bristles interact with the canvas texture.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:640b503195da0b3cddd7d8d16c24b178967df1def3ad916282a0643ce8fc489e +size 897441 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9ea400f7f0a2b8cee067c126e9f00fc0182c3cae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ff935dc47af624057d6353fe593f384101636e29ccba80bf3c37a7936f2345c +size 564023 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6d456a8174db63e4bb75d056779b92956fe5f4fc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c503afe678d63fd047b1f8a38d296f6e17bb8dd7e1016c0b6cafe9f4b33b538 +size 374082 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1308bcd3572add18e72dc051fda5a3c7a6a7ade7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A rubber dog ball is thrown down onto the floor, displaying its bounce as it hits the ground.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4d218c8d3fff5bcde517bb44210788bc8c4fc999d9697ea1231009332e76e0a +size 881611 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2aec5ac2cee1857751b0852ef5fc4cedf5d0da65 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23c73c35ba327daaee802937e8a9eea1830c6d3bbe237ee4630e2c577d74e29c +size 386998 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8223dfd53798fd836b5a6c5ddaf42aaf692ae226 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp needle slowly presses into the surface of an inflated rubber balloon, with the point gradually puncturing the outer layer.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7461abdea522e1aec2ad5056aefbc286462303ee8bbda16f90adb000c7318e46 +size 315105 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f7e2e6ae317887cd303b26adf56f4e75e1a39160 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c78133ac2d0865c51a0ec5af18415a42b1d389a724a11ca8a2b020e6da18429 +size 266744 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0c1e7b9072191fad251da56969e413a59bf67175 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A sharp object slowly presses into the surface of a soft balloon, with the point gradually sinking into the rubber.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fb8de3d0be12fe54dbccb595e1e6ee5cb86e27b248756a4d74f7403980fab84 +size 254563 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f5b3751bfbb0fd0897c249234002b6d1ddb22b6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da81cd193cf5d68a703bb56c3d84ad798ee7bb79bd2cd18456f95388e73e83d0 +size 414566 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..59bb55b111827f3d6efa8013d8c00198444bce1c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A silver pen is used to write on the rough, textured surface of a cardboard box, capturing the mark left by the pen due to friction.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff89a7fbd9e799eb725aff6b1fae88a67b6aa1a60f7ae558f37c90ba5758d162 +size 342013 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..84e90dc743ee2535dd9e29f1c2985fd752689a49 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b39ab8fff996750cc030a3892dcf6aaf507a603d5eae367faf16babb04deab2 +size 959033 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..578455761d4ad9d6034e0f938fa5aea060998274 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31316e10905f6af3738ec31e33875437112b2192840096b6e5d60353c0c8aa43 +size 672485 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e465565b07a83e205d854f4058cc77e7ce6e8a5f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small rubber beach ball is thrown towards the ground, showing the ball's high bounce after impact with the surface.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d24f738691508d9be43a5b04266a0defb0f6e12d84344808c431bafeb4520b59 +size 952996 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2877c60d1e480b6b9e21fb981ba2317d81a8992b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5df47a5c6b813860fa8e7e278486f952b2a1a5ac39b77c9f57e58522c74d239b +size 578574 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d82686d8319d2309c0dc762581dcb62feb8b673c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A small, elastic rubber bouncy ball is thrown onto the ground, showing its rapid bounce back upon impact.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e026a3251ada7957931826fe2237a65aacd998e2fff3e5997ebdcc4eeb57e2c5 +size 800371 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b8ec8e3bcd4cf9c1b48df2cde080b40882a7e98c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acfae6dfd8a2e2b73f5332a6fef7ad1193c0f07ac9ce46309185db14bfe3a77d +size 760923 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..98259296415b1c4699e92aa15e1e92ab059e513e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61d09b7fcd9c0a7baad7fa1de7683b71f3bb421863a6999b778bd12e40d53446 +size 390583 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9c31d1903882241b5d32878a491f34a3f56d0731 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A soft rubber duck is tossed onto the floor, showing its energetic bounce as it strikes the surface.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:749bb3dc60d747439e5a4a82227c460e2f561933d178b28685494aaf30010b81 +size 470545 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3b3a9c6fcfeac4637ce864f40c8c9a2725f7046d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12218fcb6839ab053adc5661c75347670fb69393427778c87dc3e0ece654b654 +size 603689 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3d068e390ee33917f0398aea722dad52e64b20d2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11e579b9aeeb77e938d8801bbb46f515a93d803bcd3e624993d3694b1d86f33a +size 660317 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4ecc45b4bce4b1a74d1d472e8b86b6ba9cc60b41 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a cotton ball soaked in water being squeezed by hand, with the pressure increasing rapidly.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9feabeaacb9a52ef1b00cd5fdb3669f1cdf6582cb4fa3748685f81d6e4f24a2c +size 515513 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b2eb10eedb2490e8f9c40b47dadfef5fa9f52964 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:025b79a271ca54af8d6d79a33fff07ca1bf4c3adc42caa4afac52ba33a244649 +size 413468 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b584acaba14d503b1b721a9a74e1efea1aaa0565 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a foam mattress being compressed under pressure, with the pressure increasing over time.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b8e804cc11d42f829447270af78e75a233ad9dc69a8fc452f3aafea41920293 +size 522490 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ee0ff4362dd8fe32bd4db906097623ff8345a2d3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:779159935e2bca701180d9420a0cb55f5d9a589ebd0739d3dd3d6983c6b52f15 +size 551845 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b2caa15e7bcf84a33bf36efa1f07f06fd3e72299 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a juice box being squeezed by hand, with pressure intensifying over time.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa5fd7ec575521c66b014fce8b194f94565427f4b57b0c75d02131ec13b909a1 +size 436167 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..97ae6872fb69a9debb9016a997d8a222a265ded0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae7687f69669b1f8ee545964b51dc4639b21653440cba3764ad4084443ac5442 +size 395266 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..80b3b64bc1ed37cac7d0ec0f254c7f3dd5e06439 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a plastic bottle being squeezed by hand, with the pressure intensifying over time.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45c4c34616285cea13dca440d7645f6bc947a7099ea4afefa048b1ae0436a3ec +size 804071 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0b2732c4a857800d3aa4c051b63cb5fc98326d93 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e811d5ae083c5e5fc8449ad19cca559bb4dfcea6ce5f616d5168e88ecf3c9a6 +size 437482 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b0e7ef6aa02a3d83546901a7a6775465bb260b63 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f748b13d24e17bd449775022dba6e6ec70379ee02f628589acb232a935fcb700 +size 359602 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5c2c31869e057ba34aacd65d1843bc607d5b4efb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a toothpaste tube being squeezed by hand, with the pressure rapidly increasing.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:270ba67355af355590e6f2d590be0a2053b2ea0499c43753ed6b3fbbb577007e +size 314269 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6ea622884e8cf827dc3f50396f916b8005713524 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:520a924ed4b1bf35b06feddec65cedb250296e22087a37ff1a3ac83f6ae4af48 +size 856964 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..24ad7172805ef419b67f9a0dc0f5f3534a968aae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b093df68ece9d679d00d9298613e31fc5e3e64e3766be4833b5d838c6e0a1386 +size 769322 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..275f1eb7bae8e55df6d0c3efa8efb3f38922de9a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet cloth being compressed by hand, with the pressure gradually increasing.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75b4a221f7ffac4c2c0fab71582919ccf1a5a22d48ecbfa9091ef5ba29935716 +size 958334 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a7efcdea2a4fd9f8b2834f673a9f742b9171e59f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57ea6e58beaffd7106e4a7814498deb6ffdf697a673e4b643902b783f6470f9a +size 746435 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..356c32c4adbb9cd3ee8f66448e65d4546a8245c8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of a wet sponge being compressed between two hands, with the pressure increasing rapidly.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2391c9fefd63794117be4750a8b9aa1936d34a3efa4eec78714403f25c639dd +size 1005045 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4221d95ae3ee3bc42073219b0cfc28ade61756ab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44c4090c999086b441cd34bf2a8134adebb066b7b3fd7794dd1cf24537485f9f +size 506997 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6ce8c5cda9bcf8dea90527a0fe1a2dee9f30c966 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7378c4bd0621ea998a0c57f88d3a500ab0b9134bcf6ccdccd8b85f24d0fd47c6 +size 493653 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b8ab7b290cae8c172baf32675b9e942e558d43e6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic container.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5424fc22bfc55a46ac4c09f5aa65f536af2ed426ddbca72f6e18bada839484e6 +size 380472 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a41f22a30d4025f152b9df95d9d6abeb7a4ec3fc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95a6755984bafc1e7f448853929d0c06a8945766b845dcef925bea12afe6b3b1 +size 518651 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d23f26e8bc65b04096d84978c1749d54828312bb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty plastic pouch.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e8fcca45706044f313043f0c45c7800281c4062479f30055ebff6dbf0ec2076 +size 531253 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3bb9d591f2d8926218b905b3fb9d42a23688a436 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0bec9a51b3c09011dd051a4d2ab4317e80415fc92e20161365f0fa7a5554d43c +size 565829 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..35719efc23e1cb603982a5df7d033fdf615ea107 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being extracted from a sealed, empty vacuum chamber.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a135436db81de15ddb362c98163fd8b1eec3056922df23241ae5cf9545c451d +size 495965 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af7e54a4efa8897d675d24c95c7924350670356a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:372891866181f5b238a385036000e8044832d318f7a9641814ede672e9d4f899 +size 394089 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..25ebb0f6dc17af89308a7b6cafefc676ab68bd56 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully pulled out from a sealed, empty metal pipe.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4c9e1d11a3bdb1bda1083f5d37c2dda9dfd2452072cd74228b4fa282f1a2ff0 +size 441935 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af6ae20b4089dd863771bd743aceb7fbbc505701 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:492b25cb523eece1b567e32e492b800c93f621f36d2798d4a16fa81046c0d199 +size 633956 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..32dc88cb15efb34d286c69cf626ebc9c02d9759d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually and forcefully removed from a sealed, empty soda can.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:576100eee9e07d118f52688e818f9fee65a5dc2fa85a4b85e2a9f671a4b9083e +size 652734 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..814161bc83b9f0af5aba9d8ec4af573210570f1a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e125a41e4a62d366a3a5b54a9c4987a221cd81bb65c2fa69f2a24579ea28fe6 +size 682028 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9867768a501deb5b263c53b8010161b6e1e48851 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty plastic bottle with a flexible body.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c199bb5dee24d6f1014a1500dd99a3b226ebc3047bc93528b3fdbee8f3f3d35 +size 489868 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..97a57674cb00286d6d32203e43f444544e0e19e7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6cfc55501ddc796ae64cf1cbaa17914e0ffc8fab0bb8c83e4b0b18568cf5454 +size 600971 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6c19a53d06c320c9188a8e617ace0ece015217d2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A timelapse of air being gradually extracted from a sealed, empty rubber balloon.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a7804a93ff84dbc5d87daed4bd32a7515a93c61af85bc77ee8a9088b78931fb +size 471119 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0ae50e5699f394927c773b6757f3c3c747b1fb38 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30a328006d707659bb926e60a398655f5fb9b6df41cca6b977f516d6580b5683 +size 326785 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..73cf901ffbeb24f3888592825b590b65dd1ebf13 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet forms on the smooth edge of a plastic cup, maintaining its spherical shape as it rests-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d42bbd1415ef1b0770cc7763ad04a0311a2e1f7d0536129d4df4255cc0c1fc2 +size 481854 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f206dddfc7081bbd4d5aacd40de0112d36eeab99 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67f49b2c690518a240032552f0eedd4042cbc2c5809ebcdc68763583a4bf9cbb +size 832793 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bf607f36ffced298bcd7afae6f919bd3ac3c7a5b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29b9d64276ea96e812148ca28d056cb397747161aff9408f4378ed27ed1fea02 +size 670989 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..712f26f26ae7f3d6fe12878e798bb8d63110a523 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the edge of a smooth sheet of aluminum, maintaining its spherical form-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d71b233a927a60d87c8a6a9d4119cdba860d1caf05bd092cc85ef98338c85e6 +size 538101 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..164076a02d322e6bacd0ad3f9c16e064da43f777 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4de78ed0abfedd2fb1e39d684b4427e715901dff727fc50f2e9490452b10fd3f +size 460440 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..10c8368a7f2ac844df7678dffb6149aab0edf46e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the smooth surface of a marble countertop, remaining spherical due to surface tension-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e901934c35e9c531d9d724e15131a47769d2214377cd9a38f66f432af415250 +size 523991 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0b4ddb2539484792c6f16e384c1c835ec8f04a4d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc11de26896b58505dbd80608c9d8fa7a968baf1e7950ff2cccf9f76ee31d8b9 +size 762753 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c5e08f6d7e1e2930f918646160dd6df21747d5ad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides down the surface of a freshly washed car window, forming a spherical shape as it moves-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4d9e22501de4acadbde0a889a050ff1a72fbb25e9b39d7bbd10db98be91780f +size 365849 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..37b141d0fecd826c050c3ae2a5eb27c06c114b3d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0478aa2a5d67039f19893d88b0a1a9328f2b001f0e108adf372f0f0b9b7c49c1 +size 225247 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7c650ae1b7d4fb01c10bb010474a8d1a85a66b41 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6b44275949daf9dd5d0742617ebbb44f55ec4b6324daa2455fec88d0e027729 +size 408315 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c02620d1ca9721bdfe75a90099a0af9d400d06dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A water droplet slides off the edge of a porcelain teacup, maintaining a spherical form as it falls-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0063c5fb262cc6e0b52d725c693beeba430fd1f2a32b13b317e24b0974c9b504 +size 706576 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..42a02ab9527091d0f89d4e56d478171bcab54af3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57a765c9267ff05954fe4b5a9af61786b8f90189d5df21178854c921d5239918 +size 423281 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..65e028ae1194a4ea417e2d704b95e676455ab749 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/A wooden toy is placed gently on the surface of a small bowl of water.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02baa2a7369d2796cd4aef71aa612b0139fdbe09cd0b85a99349be4e58d7b17d +size 882623 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/An inflatable rubber toy ball is dropped onto the floor, with the bounce showing the material\342\200\231s elasticity as it rebounds.-0.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/An inflatable rubber toy ball is dropped onto the floor, with the bounce showing the material\342\200\231s elasticity as it rebounds.-0.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..af7d80136c733ddcf325a4f7fbc1b19c7ef36e69 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/An inflatable rubber toy ball is dropped onto the floor, with the bounce showing the material\342\200\231s elasticity as it rebounds.-0.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ab31fbbc71361dc7e29bf5aa09bb0736c09b2794635c45d4ab3a3912a8541bc +size 311661 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/An inflatable rubber toy ball is dropped onto the floor, with the bounce showing the material\342\200\231s elasticity as it rebounds.-1.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/An inflatable rubber toy ball is dropped onto the floor, with the bounce showing the material\342\200\231s elasticity as it rebounds.-1.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..3df2d52c70bd15a4772614cea64b2e7c8e4753dd --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/An inflatable rubber toy ball is dropped onto the floor, with the bounce showing the material\342\200\231s elasticity as it rebounds.-1.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63ceffc64480d11f17075472a4372847ad744bd7b974673482bad621103b1d6d +size 367471 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/An inflatable rubber toy ball is dropped onto the floor, with the bounce showing the material\342\200\231s elasticity as it rebounds.-2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Mechanics/An inflatable rubber toy ball is dropped onto the floor, with the bounce showing the material\342\200\231s elasticity as it rebounds.-2.mp4" new file mode 100644 index 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